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Consent Selection Necessary Preferences Statistics Marketing Deny Allow selection Allow all WHY GLYNT HOW IT WORKS SOLUTIONS RESOURCES PARTNERS ABOUT GLYNT CONTACT US Sustainability Data You Can Rely On Finance-grade sustainability data: captured, validated, and ready for reporting, audit, and AI TOUR THE PLATFORM BOOK A DEMO Trusted by Global Enterprises Delivering audit-ready data for finance and sustainability teams — for all sites, suppliers and systems 99.5% Accuracy GLYNT.AI’s proven data system delivers highly accurate data, guaranteed Learn More 4-Month Payback Save countless hours and lower your expenses with AI-powered automation Learn More 100% Compliant Get data ready for audits, with enterprise grade privacy and security Learn More The GLYNT.AI System A purpose-built enterprise solution that transforms messy sustainability inputs into business-ready data Automated Onboarding Collect data from any source, in any format AI-Powered Data Preparation Sustainability data as rigorously prepared as financial data Delivery To Any System Structured data, efficient workflows. 100% compliant system For IT Teams Fill your data lake with structured data or use our collaborative data space Contextual Layer Unified Data Privacy, Security & Compliance No Developers Required LEARN MORE For Procurement Teams Accurate Supply Chain Data To Drive Business Decisions Accurate Data Actual Data Granular Data Efficient Focus LEARN MORE For Sustainability Teams Save time with automated data flows that are ready for business use Higher Accuracy More Data Audit-Ready Faster Data LEARN MORE For Finance Teams Gain confidence in sustainability data for better reporting and business decisions SOX-Level Compliance Audit-Ready Archives Data Management Reports LEARN MORE For IT Teams Fill your data lake with structured data or use our collaborative data space Contextual Layer Unified Data Privacy, Security & Compliance No Developers Required LEARN MORE For Procurement Teams Accurate Supply Chain Data To Drive Business Decisions Accurate Data Actual Data Granular Data Efficient Focus LEARN MORE For Sustainability Teams Save time with automated data flows that are ready for business use Higher Accuracy More Data Audit-Ready Faster Data LEARN MORE For Finance Teams Gain confidence in sustainability data for better reporting and business decisions SOX-Level Compliance Audit-Ready Archives Data Management Reports LEARN MORE The Sustainability Data Ledger from GLYNT.AI It takes a system to prepare reliable data The GLYNT.AI ledger double-verifies every transaction and acts as the single source of truth for all of your sustainability reporting and business needs CUSTOMER STORIES Industry Leaders Use GLYNT.AI See the quantified business impact from automated sustainability data 5-Month Payback MANUFACTURING A F500 manufacturing company with more than 60 sites across the US struggled with spreadsheets for energy management and sustainability reporting. Automated sustainability data saved hours of time and did a job that simply wasn’t getting done. With an abundance of granular data, the energy management team negotiated better contracts, and the sustainability team gained seamless data flows into their reporting software. READ THE STORY 80% Reduction in Hours PROFESSIONAL SERVICES A global professional services firm relied on each office to find and upload their primary source data. The stack of files was sent to consultants for data entry into spreadsheets. The corporate sustainability report was completed months after the end of the fiscal year. Using GLYNT.AI’s automated service, staff in each office saved time and the company’s sustainability team avoided frictions and hours chasing site staff for delayed and missing files. With abundant speedy data, the services staff were able to turn their time to insights and analytics, showcasing their expertise for client engagements. READ THE STORY 450% ROI COMMERCIAL REAL ESTATE An NYSE-listed REIT with 250 sites and 3500 meters used coarse annual averages for global sustainability reporting. The data team had a mandate: Move to granular meter-level energy data and identify savings opportunities throughout the portfolio. Automated data services from GLYNT.AI delivered 9X more data for every site and was integrated with meter-level business data. 30 hotspots were found, and these alone delivered 450% ROI on GLYNT.AI’s sustainability data services. READ THE STORY A Unified Data System HOSPITALITY A F2000 hospitality and real estate holding company has properties around the world, and each site prepared a monthly sustainability data report and hand-keyed the data into software. The task took hours each month, and the central staff struggled to gain visibility into the various data preparation methods used by the sites. Working with GLYNT.AI, the holding company developed an efficient migration path for every site, from their current method to automation that delivers accurate, structured data into a unified database. The holding company has gained control over their data and strategic options, including the use of AI, operational efficiencies and choice of reporting software. READ THE STORY $1B Bond Unlocked OIL & GAS Investors are demanding consistent audited sustainability data, and an NYSE-listed oil and gas company was blocked from issuing a new $1B bond without it. To keep the bond financing on track, the company sought out GLYNT.AI’s automated data services.  GLYNT.AI prepared the required data in 90 days, and the bond moved forward.  Today, GLYNT.AI’s finance-grade sustainability data services have expanded into quarterly data flows and expanded coverage for all operations.  READ THE STORY 5-Month Payback MANUFACTURING A F500 manufacturing company with more than 60 sites across the US struggled with spreadsheets for energy management and sustainability reporting. Automated sustainability data saved hours of time and did a job that simply wasn’t getting done. With an abundance of granular data, the energy management team negotiated better contracts, and the sustainability team gained seamless data flows into their reporting software. READ THE STORY 80% Reduction in Hours PROFESSIONAL SERVICES A global professional services firm relied on each office to find and upload their primary source data. The stack of files was sent to consultants for data entry into spreadsheets. The corporate sustainability report was completed months after the end of the fiscal year. Using GLYNT.AI’s automated service, staff in each office saved time and the company’s sustainability team avoided frictions and hours chasing site staff for delayed and missing files. With abundant speedy data, the services staff were able to turn their time to insights and analytics, showcasing their expertise for client engagements. READ THE STORY 450% ROI COMMERCIAL REAL ESTATE An NYSE-listed REIT with 250 sites and 3500 meters used coarse annual averages for global sustainability reporting. The data team had a mandate: Move to granular meter-level energy data and identify savings opportunities throughout the portfolio. Automated data services from GLYNT.AI delivered 9X more data for every site and was integrated with meter-level business data. 30 hotspots were found, and these alone delivered 450% ROI on GLYNT.AI’s sustainability data services. READ THE STORY A Unified Data System HOSPITALITY A F2000 hospitality and real estate holding company has properties around the world, and each site prepared a monthly sustainability data report and hand-keyed the data into software. The task took hours each month, and the central staff struggled to gain visibility into the various data preparation methods used by the sites. Working with GLYNT.AI, the holding company developed an efficient migration path for every site, from their current method to automation that delivers accurate, structured data into a unified database. The holding company has gained control over their data and strategic options, including the use of AI, operational efficiencies and choice of reporting software. READ THE STORY $1B Bond Unlocked OIL & GAS Investors are demanding consistent audited sustainability data, and an NYSE-listed oil and gas company was blocked from issuing a new $1B bond without it. To keep the bond financing on track, the company sought out GLYNT.AI’s automated data services.  GLYNT.AI prepared the required data in 90 days, and the bond moved forward.  Today, GLYNT.AI’s finance-grade sustainability data services have expanded into quarterly data flows and expanded coverage for all operations.  READ THE STORY 5-Month Payback MANUFACTURING A F500 manufacturing company with more than 60 sites across the US struggled with spreadsheets for energy management and sustainability reporting. Automated sustainability data saved hours of time and did a job that simply wasn’t getting done. With an abundance of granular data, the energy management team negotiated better contracts, and the sustainability team gained seamless data flows into their reporting software. READ THE STORY 80% Reduction in Hours PROFESSIONAL SERVICES A global professional services firm relied on each office to find and upload their primary source data. The stack of files was sent to consultants for data entry into spreadsheets. The corporate sustainability report was completed months after the end of the fiscal year. Using GLYNT.AI’s automated service, staff in each office saved time and the company’s sustainability team avoided frictions and hours chasing site staff for delayed and missing files. With abundant speedy data, the services staff were able to turn their time to insights and analytics, showcasing their expertise for client engagements. READ THE STORY 450% ROI COMMERCIAL REAL ESTATE An NYSE-listed REIT with 250 sites and 3500 meters used coarse annual averages for global sustainability reporting. The data team had a mandate: Move to granular meter-level energy data and identify savings opportunities throughout the portfolio. Automated data services from GLYNT.AI delivered 9X more data for every site and was integrated with meter-level business data. 30 hotspots were found, and these alone delivered 450% ROI on GLYNT.AI’s sustainability data services. READ THE STORY A Unified Data System HOSPITALITY A F2000 hospitality and real estate holding company has properties around the world, and each site prepared a monthly sustainability data report and hand-keyed the data into software. The task took hours each month, and the central staff struggled to gain visibility into the various data preparation methods used by the sites. Working with GLYNT.AI, the holding company developed an efficient migration path for every site, from their current method to automation that delivers accurate, structured data into a unified database. The holding company has gained control over their data and strategic options, including the use of AI, operational efficiencies and choice of reporting software. READ THE STORY $1B Bond Unlocked OIL & GAS Investors are demanding consistent audited sustainability data, and an NYSE-listed oil and gas company was blocked from issuing a new $1B bond without it. To keep the bond financing on track, the company sought out GLYNT.AI’s automated data services.  GLYNT.AI prepared the required data in 90 days, and the bond moved forward.  Today, GLYNT.AI’s finance-grade sustainability data services have expanded into quarterly data flows and expanded coverage for all operations.  READ THE STORY Read More Customer Stories Enterprise Outcomes From manual collection to governed, AI-ready sustainability data 99.5% Accuracy 95% Less Energy & Emissions 100% SOX-Level Compliance 4 MONTHS Time to Payback 0 Developers Required <1 Day Onboarding Time per Site 100% Proven AI 100% Audit-Ready 5–9X More Data From Same Files Explore GLYNT.AI Take a Quick Look A 2-minute walkthrough of how enterprises capture, validate, and operationalise sustainability data How a Leading Oil & Gas Company Unlocked Bond Financing in 7 Weeks with Audit-Ready Sustainability Data Oil & Gas Facing delays in a bond raise due to manual, outdated emissions data, this global oil & gas producer partnered with GLYNT.AI and got one year of audit-grade Scope 2 data, processed in 7 weeks Read the Customer Story Global Manufacturer Achieves Unified, Audit-Ready Sustainability Reporting Across 14 Languages and Multiple ERPs Manufacturing See how GLYNT.AI was able to automate data collection, streamline management and reporting into a global manufacturer’s existing systems, achieving significant cost savings and improved data accuracy Read the Customer Story Ready to Talk Data? Speak with a GLYNT.AI data advisor to learn more GET IN TOUCH SEE A DEMO (650) 386-6392 CONTACT US ABOUT GLYNT.AI Why GLYNT How It Works Solutions Partners Company RESOURCES Blog Customer Stories Guides Videos GLYNT in Forbes PARTNERS Partner with GLYNT Salesforce IBM Microsoft BY TEAM Sustainability Teams Finance Teams IT Teams Procurement Teams POPULAR LINKS The Sustainability Data Buyer’s Guide Savings Calculator Finance-Grade Sustainability Data AI with Lower Emissions © 2026 GLYNT.AI, Inc. | #changinghowsustainabilityisdone | Terms of Use | Privacy Policy | Site Map ◈ Interior Pages — 32 pages crawledAbout GLYNT – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page Changing How Sustainability is Done Our Mission Make sustainability data as reliable and usable as financial data When organizations trust their environmental data, they can report faster, operate smarter, and reduce emissions with confidence GLYNT.AI Unlocks the Hard-to-Get Data the World Needs Sustainability reporting depends messy complex data from siloed systems with millions of fragmented data points from utility bills, energy portals, waste reports, environmental records, tax receipts and supplier invoices. Most companies still prepare this data manually in spreadsheets, creating risk, delays, and unreliable reporting. GLYNT.AI automates this work. We makes data on energy, water, waste and emissions as ready and as reliable as financial data. Stop doing data. Start doing business impact. World-Leading Partners GLYNT.AI is the sustainability data service for leading platforms Leadership Martha Amram CEO &amp; Founder 5 books – 4 patents Ph.D. MIT MIT Sloan Exec Board &amp; Visiting Committee Formerly Boston University, Analysis Group, Navigant Dipen Ormsby Chief Revenue Officer Enterprise revenue leader with 15+ years scaling global SaaS, data and cloud businesses Formerly SoftwareOne, Amazon, and Matterport Shawn White VP, Data Ops 18 years experience in data operations and compliance, constantly levels of automation and savings Formerly SS&#038;C Technologies and LPL Financial Sebastien Renaud Director of Engineering 15+ years of experience in data, ML, product leadership, and AI-powered solutions Formerly ElementAI and ServiceNow Our Board Peter Wexler Peter Wexler is an experienced investor and entrepreneur. He was a co-founder and member of the board at Spidercloud Wireless (acquired by Corning) and VP of Engineering and Product Operations at Stoke. Previously Peter was VP of Engineering at Juniper Networks, and a Director of the Ericsson-Juniper joint venture company. Christine Ervin Christine Ervin is a proven leader in green market transformation. She was Assistant Secretary of Energy Efficiency and Renewable Energy at the US DOE, the first President &#038; CEO of the U.S. Green Building Council and the Director of the Oregon Department of Energy. A public speaker and consultant, Christine works with the C3E initiative to support the women in clean energy. GLYNT Advisors Saul Griffith Co-founder of WattzOn, noted cleantech entrepreneur, and MacArthur Genius Fellow. CEO, Otherlab and Co-Founder, Rewiring America . Richard Schmalensee Former Dean of MIT’s Sloan School of Management, and former member of the Council of Economic Advisors. Now Emeritus at MIT. Roy Anderson Senior Advisor, Procurement at GLYNT.AI. Former CPO and Digital Evangelist at Tradeshift and CPO of MetLife. GLYNT.AI Delivers Sustainability Data You Can Rely On Book a demo to GLYNT.AI in action GET IN TOUCH SEE A DEMO Follow Follow (650) 386-6392 CONTACT US ABOUT GLYNT.AI Why GLYNT How It Works Solutions Partners Company Resources Blog Customer Stories Guides Videos GLYNT in Forbes PARTNERS Partner with GLYNT Salesforce IBM Microsoft BY TEAM Sustainability Teams Finance Teams IT Teams Procurement Teams Popular Links The Sustainability Data Buyer’s Guide Savings Calculator Finance-Grade Sustainability Data AI with Lower Emissions © 2026 GLYNT.AI, Inc. | #changinghowsustainabilityisdone | Terms of Use | Privacy Policy | Site Map Privacy Policy – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page Privacy Policy Last modified and effective as of April 25, 2024 Your privacy is important to GLYNT.AI, Inc., 530 Showers Drive, #7416, Mountain View, CA, 94040 (“GLYNT”, “we” or “us”). When we refer to “personal information” or “personal data” in this Privacy Policy, we mean information that identifies or which could reasonably be used to identify an individual. GLYNT.AI (“we”, “us” or “our”) values your privacy. In this Privacy Policy (“Policy”), we describe how we collect, use, and disclose information that we obtain about visitors to our website at www.glynt.ai (the “Site”) and the services available through our Site, (collectively, the “Services”), and how we use and disclose that information. By visiting the Site, or using any of our Services, you agree that your personal information will be handled as described in this Policy. Your use of our Site or Services, and any dispute over privacy, is subject to this Policy and the GLYNT Data as a Service Agreement, including its applicable limitations on damages and the resolution of disputes. The Information We Collect About You We collect information about you directly from you and from third parties, as well as automatically through your use of our Site or Services. Information We Collect Directly From You We collect various categories of personal information from your use of our Site or Services, as follows: Contact and Request Information: We collect personal information that allows us to be in contact with you (such as name, email address, phone number and address) and other personal information that you voluntarily provide to us when you contact us with a question, comment or request in relation to our products and services. Account Information: If you create an account for our Services, we collect your first name, last name, company, address, telephone number, email address, user identifier and password. We also collect information about your usage of our Services in association with your account, namely, your account preferences, which features of the Services you use and for how long, and any requests or orders made via your account. Website Information: When you access our websites, we automatically collect your computer’s internet protocol (IP) address and other technical information about your computer and website usage, namely, your browser type and version, internet service provider, time zone setting, referring/exit pages, operating system, date/time stamps and/or clickstream data. We also use cookies and similar tracking technologies on our websites; for more information, please see the Cookies and Similar Technologies Information section below. Public Information about You: If you have identified yourself to us as a user of our Services, expressed interest in our products or services, or may have an interest in our products or services, we may collect personal information about you from publicly available sources, namely, your company, contact information, preferences and demographic information. These publicly available sources include public profiles on company websites and professional networking. In addition, if you are providing personal information for or about third parties in connection with using our Services, you are responsible for ensuring that you have all required permissions and consents to provide such personal information to us for use in connection with the Services and that our use of such personal information to provide the Services does not violate any applicable law, rule, regulation or order. How We Use Your Information We use your information, including your personal information, for the following purposes: To provide our Site and Services to you, to communicate with you about your use of our Site and Services, to respond to your inquiries, to fulfill your orders, and for other customer service purposes. To tailor the content and information that we may send or display to you, to offer location customization, and personalized help and instructions, and to otherwise personalize your experiences while using the Site or our Services. For marketing and promotional purposes. For example, we may use your information, such as your email address, to send you news and newsletters, special offers, and promotions, or to otherwise contact you about products or information we think may interest you. We also may use the information that we learn about you to assist us in advertising our Services on third party websites. To better understand how users access and use our Site and Services, both on an aggregated and individualized basis, in order to improve our Site and Services and respond to user desires and preferences, and for other research and analytical purposes. How We Share Your Information We may share your information, including personal information, as follows: Affiliates. We may disclose the information we collect from you to our affiliates or subsidiaries solely for the purpose of providing Services to you; however, if we do so, their use and disclosure of your personally identifiable information will be maintained by such affiliates and subsidiaries in accordance with this Policy Service Providers. We may disclose the information we collect from you to third party vendors, service providers, contractors or agents who perform functions on our behalf. These third parties are only allowed to use shared information for the intended purpose in accordance with this Policy. Business Transfers. If we are acquired by or merged with another company, if substantially all of our assets are transferred to another company, or as part of a bankruptcy proceeding, or in connection with negotiations with a potential buyer or investors, we may transfer the information we have collected from you to the other company. In Response to Legal Process. We also may disclose the information we collect from you in order to comply with the law, a judicial proceeding, court order, or other legal process, such as in response to a subpoena. To Protect Us and Others. We also may disclose the information we collect from you where we believe it is necessary to investigate, prevent, or take action regarding illegal activities, suspected fraud, situations involving potential threats to the safety of any person, violations of our Terms of Service or this Policy, or as evidence in litigation in which we are involved. Please note that except as noted above, we will not sell or share your personal information with any third party for their direct marketing purposes without your consent. Our Use of Cookies and Other Tracking Mechanisms We and our third party service providers use cookies and other tracking mechanisms to track information about your use of our Site and Services. We may combine this information with other personal information we collect from you (and our third party service providers may do so on our behalf). Currently, our systems do not recognize browser “do-not-track” requests. You may, however, disable certain tracking as discussed in this section (e.g., by disabling cookies), but such disabling will impair use of the Site and Services. Cookies. Cookies are alphanumeric identifiers that we transfer to your computer’s hard drive through your web browser for record-keeping purposes. Some cookies allow us to make it easier for you to navigate our Site and Services, while others are used to enable a faster log-in process or to allow us to track your activities at our Site and Services. There are two types of cookies: session and persistent cookies. Session Cookies. Session cookies exist only during an online session. They disappear from your computer when you close your browser or turn off your computer. We use session cookies to allow our systems to uniquely identify you during a session or while you are logged into the Site. Partners – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page Built to Power the Sustainability Ecosystem GLYNT.AI accelerates sales for partners around the globe BECOME A PARTNER SEE HOW IT WORKS Why Industry Leaders Partner with GLYNT.AI Faster deployments, stronger outcomes, and new revenue streams Build Client Trust Faster time to data with automation, giving you more time for the tasks that really move the needle Win More Business Check every box in client RFPs with business-ready, AI-ready sustainability data Drive Client Retention With a data foundation embedded into customers reporting and operational workflows A Complete Solution Our data, your software, plus co-selling resources and thought leadership Paths to Partner GLYNT.AI works with your business model Solution Partners Deliver better services backed by finance-grade sustainability data. Elevate your offering, expand your reach. Gain access to GLYNT&#8217;s dedicated partner resources — from specialized data assessments to joint sales plays — and unlock new revenue streams instantly Technology Partners Power your platform, offering or delivery model with GLYNT data integrations 6 Ways to Win With GLYNT.AI ✅ Accelerate Time-to-Value Use our pre-built, customizable data services to get the data flowing in days and weeks, not months ✅ Increase Revenues If your customers are struggling with data, add in GLYNT.AI. And use GLYNT.AI to increase the value of your sales ✅ Check All the Boxes Respond to the detailed data quality, auditability and data governance requirements of enterprise RFPs GLYNT.AI. ✅ End-to-End Auditability and Compliance Extend your customer’s solution to meet their audit and compliance requirements ✅ Drive Business Impact Use GLYNT.AI’s finance-grade data to make clear tradeoffs in financial planning and performance measurement ✅ Power Your AI AI is only as good as its data. GLYNT uses AI to prepare its data and we make it ready for your company’s AI Pre-Built for Leading Platforms Leverage our partnerships to get your data flowing more faster and accurately GLYNT.AI for Salesforce Learn More GLYNT.AI for Microsoft Learn More GLYNT.AI for IBM Learn More GLYNT.AI for Databricks Coming Soon Join the GLYNT.AI Partner Ecosystem Work with the global leader of finance-grade sustainability data automation BECOME A PARTNER SEE HOW IT WORKS Follow Follow (650) 386-6392 CONTACT US ABOUT GLYNT.AI Why GLYNT How It Works Solutions Partners Company Resources Blog Customer Stories Guides Videos GLYNT in Forbes PARTNERS Partner with GLYNT Salesforce IBM Microsoft BY TEAM Sustainability Teams Finance Teams IT Teams Procurement Teams Popular Links The Sustainability Data Buyer’s Guide Savings Calculator Finance-Grade Sustainability Data AI with Lower Emissions © 2026 GLYNT.AI, Inc. | #changinghowsustainabilityisdone | Terms of Use | Privacy Policy | Site Map Manufacturing – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page MANUFACTURING Global Manufacturer Achieves Unified, Audit-Ready Sustainability Reporting Across 14 Languages and Multiple ERPs BOOK A DEMO A leading equipment manufacturer with operations worldwide faced challenges when manually aggregating energy, water, and waste data from diverse primary sources. GLYNT.AI was able to automate data collection and streamline management &amp; reporting into their existing systems, achieving significant cost savings and improved data accuracy. “GLYNT worked with us every step of the way, always focused on getting us the accurate, verified data we need as soon as possible.” – Sustainability Specialist, Procurement, Global Manufacturer Business Impact at a Glance: 100% Confidence in Management &amp; Reporting 80% Cost Savings 50% Faster Reporting Cycles 10X Reduction in Errors 1 Unified Global Data Source Across All Systems The Challenge: A Complex Data Landscape: Operations spanned multiple countries with invoices in 14 different languages. Three active and separate ERP systems, leading to fragmented data sources. Limited Resources: The Sustainability team comprised 1.5 full-time employees No access to dedicated developer resources. Entirely Manual Processes: Team leaders manually deciphered and captured data from complex utility invoices, some containing 5 to 20 meters, into spreadsheets. Uncertainty in Reporting: Difficulty in aligning data correctly for carbon accounting and visualizations due to varying formats, units of measure, and terminologies. &nbsp; The Solution: Reduced Tasks: GLYNT.AI laid out the streamlined workflow, demonstrating end-to-end automation and compliance Teams forwarded utility bills for energy, water, and waste in PDF format, directly to a centralized system, eliminating manual data entry. Automated &amp; Granular Data Collection: Automated processing broke down complex, multi-meter invoices into granular data. Harmonized data across different languages and units of measure for unified reporting. &nbsp; Customized Outputs: For seamless ingestion into the company&#8217;s carbon accounting software Detailed, meter-level data for the procurement team to manage expenses effectively. Automated Translations: Documents in foreign languages were automatically translated during processing, ensuring consistency. Monthly Reporting: Established fully automated, monthly sustainability data flows, reducing the stress of last-minute reporting. The Results: Streamlined Onboarding Full support from GLYNT.AI enabled the customer to initiate sustainability reporting, with the first data available within 5 days. Data-driven Decisions Sustainability team no longer relying on estimates to support decisions and project planning, now they can use actual data from their ongoing efforts. Manual Efforts Reduced Significant relief from manual spreadsheet work and data entry for global business managers. Expense Management Access to precise, verified, granular data has enhanced water and energy expense management. Seamless Integration Automated, verified data flows integrated into carbon accounting and other business software systems Ready to Optimize Your Sustainability Efforts With Utility Data Automation? Book a Personalized Demo TALK TO GLYNT.AI More Like This See More Customer Stories CONSTRUCTION Sustainability Integrated with Business Data Unlocks An Expanded Operational View at Every Job Site Read the Customer Story REAL ESTATE From Scattered Spreadsheets to Automated, Audit‑Ready Data for 40,000+ Properties Read the Customer Story AUTOMOTIVE How a Global Automotive Manufacturer Achieves Business-Ready Sustainability Data — with 80% Less Cost and Zero Manual Work Read the Customer Story Follow Follow (650) 386-6392 CONTACT US ABOUT GLYNT.AI Why GLYNT How It Works Solutions Partners Company Resources Blog Customer Stories Guides Videos GLYNT in Forbes PARTNERS Partner with GLYNT Salesforce IBM Microsoft BY TEAM Sustainability Teams Finance Teams IT Teams Procurement Teams Popular Links The Sustainability Data Buyer’s Guide Savings Calculator Finance-Grade Sustainability Data AI with Lower Emissions © 2026 GLYNT.AI, Inc. | #changinghowsustainabilityisdone | Terms of Use | Privacy Policy | Site Map Contact – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page Sustainability Data Your Business Can Rely On Discover what&#8217;s possible when your sustainability data is automated, accurate, and always audit-ready. &nbsp; GLYNT.AI Can Help You: Collect data across multiple locations – managed and automated by GLYNT.AI Automate data preparation – eliminate countless hours Deliver finance-grade data – 99.5% accuracy guaranteed, 100% SOX compliant Talk to Our Data Experts Our Offices UNITED STATES (HQ) 530 Showers Dr. Ste 7416 Mountain View, CA 94040 USA (650) 386-6392 UNITED KINGDOM 128 City Road London, EC1V 2NX United Kingdom ASIA Coming Soon Stay in the Loop Sign up for the GLYNT Update: A periodic roundup of the latest sustainability news Follow Follow (650) 386-6392 CONTACT US ABOUT GLYNT.AI Why GLYNT How It Works Solutions Partners Company Resources Blog Customer Stories Guides Videos GLYNT in Forbes PARTNERS Partner with GLYNT Salesforce IBM Microsoft BY TEAM Sustainability Teams Finance Teams IT Teams Procurement Teams Popular Links The Sustainability Data Buyer’s Guide Savings Calculator Finance-Grade Sustainability Data AI with Lower Emissions © 2026 GLYNT.AI, Inc. | #changinghowsustainabilityisdone | Terms of Use | Privacy Policy | Site Map Procurement – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page FOR PROCUREMENT TEAMS Sustainability Data For Informed Purchases GLYNT.AI’s granular finance-grade sustainability data supports expense management and buying strategies TOUR THE PLATFORM BOOK A DEMO SUPPLIER DATA GAPS The Reality for Procurement Teams The strategic objectives are clear, but so are the challenges 92% of major buyers are now requiring emissions disclosures from their suppliers 57% of procurement leaders cite supplier data quality as their single biggest sustainability challenge 75% Average share of total of emissions from supply chain and other Scope 3 categories FRUSTRATIONS &#038; CHALLENGES Sustainability Reporting Has Become a Procurement Challenge Key business decisions and the majority of reported emissions rests on supplier data Inconsistent Reporting High Use of Estimates Low Data Confidence Only High -Level Data Data That is Too Late Inconsistent Reporting Suppliers use varied reporting formats, with omission of selected components High Use of Estimates Suppliers fill in gaps with unknown amounts of estimated data Low Data Confidence Buyers can’t rely on high-quality data from suppliers, leading to more extensive audits Only High -Level Data Suppliers provide aggregated reporting, while buyers need PCFs Data That is Too Late Supplier data arrives during or after the buyer audit period, increasing audit expense GET CONTROL Accurate Supply Chain Data To Drive Business Decisions Use GLYNT.AI’s AI-powered sustainability data for efficient and detailed supply chain reporting ACCURATE DATA 99.5% Accuracy, Guaranteed Accurate and reliable sustainability data, prepared with the same rigor as financial data Actual Data 100% From Supplier Invoices GLYNT’s purpose-built AI unlocks key supplier data on every invoice. Unlock informed buying with actual data GRANULAR DATA 100% Line-Item &#038; Meter Detail Build PCFs and expense management systems with detailed from GLYNT. The data you need to actually cut costs EFFICIENT FOCUS 100% Process Key Suppliers Build out the detailed data for collaboration with key suppliers, and use smart estimates for the long tail PLUG &#038; PLAY Fit GLYNT.AI Into Your Current Systems Procurement data is everywhere. So is GLYNT.AI Buy with Sustainability Intelligence GLYNT.AI unlocks the detailed supply chain data you already have Talk to our data experts BOOK A DEMO Follow Follow (650) 386-6392 CONTACT US ABOUT GLYNT.AI Why GLYNT How It Works Solutions Partners Company Resources Blog Customer Stories Guides Videos GLYNT in Forbes PARTNERS Partner with GLYNT Salesforce IBM Microsoft BY TEAM Sustainability Teams Finance Teams IT Teams Procurement Teams Popular Links The Sustainability Data Buyer’s Guide Savings Calculator Finance-Grade Sustainability Data AI with Lower Emissions © 2026 GLYNT.AI, Inc. | #changinghowsustainabilityisdone | Terms of Use | Privacy Policy | Site Map Hospitality – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page HOSPITALITY How a Global Hotel Portfolio Reduced Data Preparation Hours by 80% While Gaining a Unified View of Sustainability Activities BOOK A DEMO A global hotel company relied on hand-keyed data from each hotel for monthly reporting. Headquarters staff spent days each month chasing down errors and asking sites to send missing files. The workload felt endless. Audits were becoming increasingly difficult too; it was harder to implement new rigor at a global scale. “We were worried about changing from our current data system. But GLYNT.AI took out the risk and delivered a new global system that our properties love.” – SVP of ESG Business Impact at a Glance: 80% Reduction in Hours 4X More Data 100% Audit-Ready Data 0 Developers Required 100% Automation of All Global Sites The Challenge: A real estate holding company has a portfolio of hotels around the world. Every month the staff at each hotel would type data into the ESG reporting software and upload their supporting evidence. The staff were simply heroic in the quality of their work, and how they trained new team members. Even so, the headquarters team was constantly chasing down missing files and correcting data errors. The sustainability team was looking for an automated data solution that would work with their existing reporting software, easing the burden on site staff while improving data quality. The company has holdings in 18 countries, so the sustainability data service must be able to handle a wide range of languages, character sets, and invoice layouts. Key to any decision was the annual audit. Sustainability data was critically important to investors, and any audit wrinkle would cause enormous problems. The Solution: GLYNT.AI setup an easy-to-use portal, so the sites could imply upload their supporting files each month. No more data entry! The sites were delighted. The headquarters team now has access to a unified, accurate data set, one that includes all site data with a suite of reports that demonstrated to auditors complete chain of custody and data lineage. And strategically, the headquarters team saw lower costs, more data and a change in tasks. Instead of spending days each month chasing sites, the team was now focused on the business opportunities revealed in the larger, unified data. Automated source file loading from sites around the world. A unified view of global operations Key Gains: Reduced Hours by Site Reduced Hours by HQ Staff Increased Accuracy Expanded Data Set Unified Data, Ready for AI Time and Data Ready for Business Use Do You Have a Complex Global Footprint? Use GLYNT.AI to Automate and Harmonize. Everywhere Book a Personalized Demo TALK TO GLYNT.AI More Like This See More Customer Stories MANUFACTURING Global Manufacturer Achieves Unified, Audit-Ready Sustainability Reporting Across 14 Languages and Multiple ERPs Read the Customer Story PROFESSIONAL SERVICES Shift Hours from Data Prep to Business Impact Read the Customer Story OIL & GAS How a Leading Oil &amp; Gas Company Unlocked Bond Financing in 7 Weeks with Audit-Ready Sustainability Data Read the Customer Story Follow Follow (650) 386-6392 CONTACT US ABOUT GLYNT.AI Why GLYNT How It Works Solutions Partners Company Resources Blog Customer Stories Guides Videos GLYNT in Forbes PARTNERS Partner with GLYNT Salesforce IBM Microsoft BY TEAM Sustainability Teams Finance Teams IT Teams Procurement Teams Popular Links The Sustainability Data Buyer’s Guide Savings Calculator Finance-Grade Sustainability Data AI with Lower Emissions © 2026 GLYNT.AI, Inc. | #changinghowsustainabilityisdone | Terms of Use | Privacy Policy | Site Map Videos – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page Explore Our Video Library Learn how GLYNT.AI works for you Take a Quick Tour of GLYNT.AI A short introduction Changing How Sustainability Is Done Take a quick product tour of GLYNT.AI, and learn how we deliver finance-grade sustainability data with business impact How GLYNT.AI Works: A Tour of Features and Functionality A deeper dive into GLYNT.AI, feature by feature. See how we solve the each challenge Sustainability Lives in a Messy World Here’s how GLYNT.AI meets the challenges of everyday sustainability teams Utility Data Services Do you find utility data services confusing? This short video explains how the industry came about and an efficient modern approach. Automated Energy, Water and Waste Data for Agentforce Net Zero Save time and money with GLYNT.AI’s pre-built sustainability data solution for Agentforce Net Zero. Available for Salesforce customers worldwide Automated Sustainability Data Services for IBM Envizi GLYNT.AI fully automates the entire data preparation process for IBM Envizi. Seamless energy, water and waste data flows are available for IBM customers worldwide Data Collection &#038; Automation for Microsoft Sustainability Manager GLYNT.AI fully automates the entire data preparation process, delivering an end-to-end solution for energy, water, and waste data. This seamless integration is available for organizations using the various Microsoft Sustainability Solutions. Follow Follow (650) 386-6392 CONTACT US ABOUT GLYNT.AI Why GLYNT How It Works Solutions Partners Company Resources Blog Customer Stories Guides Videos GLYNT in Forbes PARTNERS Partner with GLYNT Salesforce IBM Microsoft BY TEAM Sustainability Teams Finance Teams IT Teams Procurement Teams Popular Links The Sustainability Data Buyer’s Guide Savings Calculator Finance-Grade Sustainability Data AI with Lower Emissions © 2026 GLYNT.AI, Inc. | #changinghowsustainabilityisdone | Terms of Use | Privacy Policy | Site Map Solutions – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page Sustainability Data that Works For You Save countless hours with better, faster sustainability data GET IN TOUCH SEE A DEMO Built for People Who Must Get Data Right GLYNT.AI provides finance-grade sustainability data with extensive reporting Sustainability Capture and standardize Scope 1–3 data across sites, suppliers, and systems Learn More Finance Finance-grade data that supports disclosure, audits, and board reporting Learn More Procurement Supplier data capture and validation at scale; without manual chasing Learn More IT Integrate fragmented systems into a governed, traceable sustainability data layer Learn More Go Beyond Reporting GLYNT.AI is designed for all the jobs that must be done Regulations &amp; Standards GHG Protocols, CSRD, IFRS, Calif regs and more Audits Full traceability, validation workflows, audit-ready documentation Finance &amp; Reporting Data ready for boards, investors and annual reports Operations Track costs and usage, find the outliers and save AI Verified sustainability data with context for enterprise AI How To Get Awesome Sustainability Data Ready for Complexity GLYNT.AI serves customers with thousands of sites, hundreds of suppliers, and multiple ERPs. We’re ready! GET STARTED Industry Solutions Finance-grade sustainability data for complex industries Real Estate Every portfolio is a challenge with thousands of invoices and numerous portals GLYNT.AI A single system that unifies file capture and data prep. You can scan your assets with confidence See Case Study Manufacturing Environmental data for corporate reporting and product footprinting is fragmented across plants, systems, and suppliers GLYNT.AI Unpacks complex invoicing and delivers a structured data set and output files for each use case See Case Study Construction Complex multi-layer contracting leads to complex multi-layer invoices GLYNT.AI A host of tools identifies the right data and delivers it by job site, in line with business needs See Case Study Retail &#038; Hospitality Global portfolios,complex ownership structures and many languages and layouts GLYNT.AI From site to HQ, we support each location and deliver structured, business-ready data across global portfolios See Case Study GLYNT.AI By the Numbers Our strong performance. Your ROI 70% Cost Savings Our AI-powered automation typically reduces cost of preparing sustainability data 12X Faster Data Move from annual reporting to automated monthly updates 100% Year-Round Reporting Confidently share your latest data at any time 80% Time Savings Save countless hours and avoid last minute surprises 100% Business Ready Get data ready for disclosures, capital budgeting and strategy See How GLYNT.AI Fits Into Your Environment Talk to us about a free Data Assessment BOOK A DEMO SEE CUSTOMER STORIES Follow Follow (650) 386-6392 CONTACT US ABOUT GLYNT.AI Why GLYNT How It Works Solutions Partners Company Resources Blog Customer Stories Guides Videos GLYNT in Forbes PARTNERS Partner with GLYNT Salesforce IBM Microsoft BY TEAM Sustainability Teams Finance Teams IT Teams Procurement Teams Popular Links The Sustainability Data Buyer’s Guide Savings Calculator Finance-Grade Sustainability Data AI with Lower Emissions © 2026 GLYNT.AI, Inc. | #changinghowsustainabilityisdone | Terms of Use | Privacy Policy | Site Map GLYNT.AI for IBM Envizi – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page Powering Envizi with Finance-Grade Sustainability Data From fragmented utility data to audit-ready reporting. Powered by GLYNT and IBM Book a demo Automate Sustainability Data Flows into IBM Envizi GLYNT.AI delivers abundant, AI-ready sustainability data as rigorously prepared as financial data into IBM Envizi, within days GLYNT.AI is an IBM Silver Partner Better Data in IBM. Better Decisions 100% Audit- Ready Files Chain of Custody, Gap Reporting &#038; Exceptions Reporting readily available in IBM Operational Efficiency &#038; Cost Savings GLYNT takes accountability for the data, fast onboarding and delivery into IBM Multi-Platform Data Versatility High fidelity data for environmental reporting in Envizi, asset management in Maximo and forecasting in Planning Analytics Accelerated Time-to-Intelligence Onboard in days, not months. GLYNT powers IBM with real-time data for faster intelligence and decision making Meet our IBM Envizi Solution Integration Partners Resources About IBM Envizi Learn more about IBM Envizi IBM Envizi Website GLYNT.AI's Finance-Grade Sustainability Data See GLYNT.AI’s Listing in IBM’s Partner Plus Program See Our Listing Finance-Grade Sustainability Data Learn about finance-grade sustainability data and how it unlocks business opportunities Read the Guide The Tech Stack for Sustainability Data GLYNT.AI customers save money by leveraging GLYNT.AI’s pre-built system to get the data they want for the systems they need Read the Guide Unlock the Full Value of IBM Envizi with Finance-Grade Data From GLYNT.AI Book a demo GLYNT.AI ON IBM PARTNER PLUS Follow Follow (650) 386-6392 CONTACT US ABOUT GLYNT.AI Why GLYNT How It Works Solutions Partners Company Resources Blog Customer Stories Guides Videos GLYNT in Forbes PARTNERS Partner with GLYNT Salesforce IBM Microsoft BY TEAM Sustainability Teams Finance Teams IT Teams Procurement Teams Popular Links The Sustainability Data Buyer’s Guide Savings Calculator Finance-Grade Sustainability Data AI with Lower Emissions © 2026 GLYNT.AI, Inc. | #changinghowsustainabilityisdone | Terms of Use | Privacy Policy | Site Map The Savings Calculator for Sustainability Data Preparation – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page The GLYNT.AI Savings Calculator Find your cost hot spots and see your overall savings with data automation READ THE SAVINGS GUIDE SEE YOUR SAVINGS How Much Can You Save? Before Current systems are typically a bit messy and complicated AFTER Streamlined, automated data services Where are Your Hidden Costs? Get more accurate data while saving time and money with automated sustainability data 10X Savings With automated file capture 3X Savings Over manual data entry 4X Fewer Errors Over semi-automated systems 9X Fewer Errors Over semi-automated systems Get Your Customized Savings Results Today Sample results from the Savings Calculator KPI Annual Cost Staff Hours Number of Data Points (100 Sites) Accuracy Rate Number of Errors to Find and Correct (100 Sites) BEFORE CURRENT SYSTEM $172K 2,231 30K 85% 4,500 AFTER WITH GLYNT.AI $49K 240 280K 99.5% 150 RESULT 72% cost savings 90% hours reduction 9X more data from same files 17% increase in accuracy 30X fewer errors DOWNLOAD THE GLYNT GUIDE The Savings Calculator for Sustainability Data Preparation Find your cost hot spots and identify your savings. Build the business case for change Follow Follow (650) 386-6392 CONTACT US ABOUT GLYNT.AI Why GLYNT How It Works Solutions Partners Company Resources Blog Customer Stories Guides Videos GLYNT in Forbes PARTNERS Partner with GLYNT Salesforce IBM Microsoft BY TEAM Sustainability Teams Finance Teams IT Teams Procurement Teams Popular Links The Sustainability Data Buyer’s Guide Savings Calculator Finance-Grade Sustainability Data AI with Lower Emissions © 2026 GLYNT.AI, Inc. | #changinghowsustainabilityisdone | Terms of Use | Privacy Policy | Site Map Finance – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page FOR FINANCE TEAMS Finance-Grade Sustainability Data GLYNT.AI makes sustainability data the peer of financial data: Accurate, consistent and audit-ready SEE HOW IT WORKS BOOK A DEMO AVOID KEY RISKS The Reality for Financial Teams 96% of finance leaders report problems with the integrity and reliability of their non-financial data 55% of CFOs fear their sustainability reporting risks are being perceived as greenwashing 66% of finance teams spend three or more days every month just collecting primary data FRUSTRATIONS &#038; CHALLENGES Replace Reporting With Data Finance leaders increasingly rely on sustainability data to inform strategy, manage risk, and guide investment decisions Inconsistent Data Prep Reliance on Estimated Data Non-Compliant Manual Fixes Rushed Audit Preparation Lack of Data Confidence Inconsistent Data Prep Changes in teams and data sources leads to changes in results, without foresight or reconciliation Reliance on Estimated Data The burden and cost of data work is so high, stale and unchanging estimates are used throughout Non-Compliant Manual Fixes Errors are not caught and addressed until late in the process, resulting in a large amount of manual work Rushed Audit Preparation Instead of a rigorous, verified year-round process, teams scramble, demonstrating process immaturity Lack of Data Confidence Internal and external parties experience a large gap between their needs and the actual data quality THE BUSINESS CASE Sustainability Data With Financial Rigor GLYNT’s data services deliver better data, more quickly and with a strong ROI SAVE COUNTLESS HOURS 10X Fewer Hours GLYNT.AI automates primary data collection across every site and source, including extraction, aggregation and harmonization. Get a unified, structured data set every week or month BUILD RELIABILITY 99.5% Accuracy, Guaranteed Accurate and reliable data comes system with multiple data validations, each of a different type. GLYNT.AI built the sustainability data system with financial data rigor DELIVER HIGH ROI 9X Payback From Data Automation Automated sustainability data lowers data preparation cost and delivers much more data. The result is better business decisions and a top-class ROI INCREASE DATA CONFIDENCE 100% Compliance with SOX-Type Standards GLYNT.AI uses the same proven systems for process, controls and evidence that is used for finance. It takes a system to deliver reliable results, and we built it READY FOR BUSINESS USE Meet Awesome Sustainability Data Let’s cut through the jargon and get to the point: GLYNT.AI delivers We’re in a fast-changing world, with lots of AI. And AI is only as good as its data. The spotlight is on data quality and granularity as this unlocks business value and enterprise AI. Don’t spend months and months cleaning up technical data debt. Use GLYNT.AI’s pre-built system to get data that is simply Awesome The 8 Attributes of Awesome Sustainability Data Ready to Report Sustainability Data You Can Sign Off On? “We treat sustainability data like financial data. We report it, we coordinate the two data streams and we make business decisions based on rigorous trade-offs. Only finance-grade sustainability data can get this job done.” SVP Sustainability, Consumer Products Company BOOK A DEMO Follow Follow (650) 386-6392 CONTACT US ABOUT GLYNT.AI Why GLYNT How It Works Solutions Partners Company Resources Blog Customer Stories Guides Videos GLYNT in Forbes PARTNERS Partner with GLYNT Salesforce IBM Microsoft BY TEAM Sustainability Teams Finance Teams IT Teams Procurement Teams Popular Links The Sustainability Data Buyer’s Guide Savings Calculator Finance-Grade Sustainability Data AI with Lower Emissions © 2026 GLYNT.AI, Inc. | #changinghowsustainabilityisdone | Terms of Use | Privacy Policy | Site Map Terms-of-Use – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page GLYNT Terms of Use Last modified and effective as of January 3, 2023 These terms and conditions are entered into by and between You and GLYNT.AI, Inc (&#8220;Company&#8221;, &#8220;we&#8221; or &#8220;us&#8221;), and together with our Privacy Policy, found at: GLYNT Privacy Policy , and any documents they expressly incorporate by reference (collectively, these &#8220;Terms of Use&#8221;), govern Your access to and use the &#8220;Website&#8221;. 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You may only use these links and Third Party Content contained therein at your own risk. Prohibited Uses You may use the Website only for lawful purposes and in accordance with these Terms of Use. You agree not to use the Website: &nbsp; In any way that violates any applicable federal, state, local or international law or regulation (including, without limitation, any laws regarding the export of data or software to and from the US or other countries). For the purpose of exploiting, harming or attempting to exploit or harm minors in Oil &amp; Gas – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page OIL &#038; GAS How a Leading Oil &#038; Gas Company Unlocked Bond Financing in 7 Weeks with Audit-Ready Sustainability Data BOOK A DEMO Facing delays in a bond raise due to manual, outdated emissions data, this global oil &amp; gas producer partnered with GLYNT.AI. The result? One year of audit-grade Scope 2 data, processed in 7 weeks. “We needed accurate, audit-ready sustainability data. GLYNT.AI delivered. And helped us gain a 5X return through improved back office efficiency.” – Operations Specialist, SAP, Oil and Gas Company Business Impact at a Glance: 7 Weeks Time to a Full Year of Emissions Data 5X ROI on Back-Office Efficiency 100% Audit Pass. No Exceptions 450+ Site Locations 4,800+ Data Sources Automated The Challenge: A major oil &amp; gas company planned to issue a large bond to fund infrastructure upgrades &#8211; but there was one problem. The emissions data shared with investors was outdated, manually assembled, and lacked the transparency required for financial approval. Investment bankers paused the transaction, demanding accurate, granular, audit-ready data. Financing was put on hold. The company had to start over. But gathering and verifying emissions data from hundreds of locations and dozens of vendors presented serious challenges: No audit trail linking data back to source No unified system for ESG compliance No validation for duplicates or data gaps — risking credibility Speed was critical — financing depended on it What the GLYNT.AI customer required: A turnkey, audit-grade solution that could move fast &#8211; and scale. The Solution: Immediate Kickoff. Customized Reporting GLYNT.AI processed data from the first 20 test sites to create a custom field list &#8211; refined and scaled across hundreds of vendors and locations meeting precise reporting requirements. ✅ No delays ✅ Flexible configuration ✅ Ready for scale GLYNT.AI processed data from the first 20 test sites to create a custom field list &#8211; refined and scaled across hundreds of vendors and locations meeting precise reporting requirements. ✅ No delays ✅ Flexible configuration ✅ Ready for scale GLYNT.AI Flagged Hidden Data Risks Duplicate invoices appeared across ERP systems, vendor records, and internal pulls. Using AI-powered fingerprinting, GLYNT.AI identified and removed all duplicates &#8211; enhancing accuracy and trust. 🔍 Multiple data sources &amp; redundant entries 🔐 Full visibility let to tightening of internal workflows Duplicate invoices appeared across ERP systems, vendor records, and internal pulls. Using AI-powered fingerprinting, GLYNT.AI identified and removed all duplicates &#8211; enhancing accuracy and trust. 🔍 Multiple data sources &amp; redundant entries 🔐 Full visibility let to tightening of internal workflows Mapped Emissions Data to Physical Locations To ensure audit readiness, GLYNT.AI built a data model that linked every record to a specific site using unique identifiers. 📌 Site-by-site data integrity 🧾 Full audit trail 🛠 Customer-verified To ensure audit readiness, GLYNT.AI built a data model that linked every record to a specific site using unique identifiers. 📌 Site-by-site data integrity 🧾 Full audit trail 🛠 Customer-verified One Full Year of Data. Seven Weeks. Zero Exceptions GLYNT.AI delivered verified Scope 1–2 data in weeks. The customer passed internal and external audits, secured financing, and now runs automated sustainability reporting every quarter &#8211; scaling to monthly. 🕒 7-week turnaround ✅ Passed all audits 💰Financing approved 🔄 Ongoing automation GLYNT.AI delivered verified Scope 1–2 data in weeks. The customer passed internal and external audits, secured financing, and now runs automated sustainability reporting every quarter &#8211; scaling to monthly. 🕒 7-week turnaround ✅ Passed all audits 💰Financing approved 🔄 Ongoing automation RESULTS RECAP A full year of audit-ready emissions data delivered in just weeks Passed internal and external audits with no exceptions Secured Financing for infrastructure optimization Active automated quarterly data cycles Currently scaling to monthly sustainability reporting All thanks to: High-quality ESG data. Total transparency. Financing unlocked. Ready to Take Your Sustainability Data to the Next Level? Talk with GLYNT.AI data advisor to learn more BOOK A MEETING SEE A DEMO More Like This See More Customer Stories HOSPITALITY How a Global Hotel Portfolio Reduced Data Preparation Hours by 80% While Gaining a Unified View of Sustainability Activities Read the Customer Story PROFESSIONAL SERVICES Shift Hours from Data Prep to Business Impact Read the Customer Story MANUFACTURING Global Manufacturer Achieves Unified, Audit-Ready Sustainability Reporting Across 14 Languages and Multiple ERPs Read the Customer Story Follow Follow (650) 386-6392 CONTACT US ABOUT GLYNT.AI Why GLYNT How It Works Solutions Partners Company Resources Blog Customer Stories Guides Videos GLYNT in Forbes PARTNERS Partner with GLYNT Salesforce IBM Microsoft BY TEAM Sustainability Teams Finance Teams IT Teams Procurement Teams Popular Links The Sustainability Data Buyer’s Guide Savings Calculator Finance-Grade Sustainability Data AI with Lower Emissions © 2026 GLYNT.AI, Inc. | #changinghowsustainabilityisdone | Terms of Use | Privacy Policy | Site Map How It Works – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page How It Works Go from messy and complex files to clean enterprise-ready sustainability data TALK TO GLYNT.AI Experience GLYNT.AI in Three Simple Steps Our purpose-built system delivers trusted data at global scale 1. Capture Use one of our many ways to connect and capture your files 2. Validate Built on Few Shot ML, GLYNT.AI delivers data with 99.5% accuracy — guaranteed 3. Deliver Get enterprise-ready, AI-ready data on energy, water, waste and emissions Take an Inside Look at Our Complete System We’re changing how sustainability is done Connect Your Way GLYNT.AI integrations keep sustainability data flowing across the enterprise Trust and Governance It’s Your Data. We Keep It That Way Data &amp; AI Privacy Every customer is in their own segmented AI and data flow Few Shot ML The right AI for the job. With a low carbon footprint too! SOC 1, Type 2 Compliance We’re audited at same rigorous standards as financial data Layers of Controls Our system is built to the COSO ICSR standards Getting Started with GLYNT.AI Our proven process accelerates value Data Catalog The data catalog integrates business and sustainability data for the first time End-to-End Next is small test of the end-to-end flows and the customizations Waves of Data Get ready for the deluge! We’ll onboard your portfolio in waves Reporting Manage your data with our Trusted Data Reports 95% Fewer Emissions GLYNT.AI is the sustainable way to do sustainability Learn More Built by AI, Ready for AI GLYNT.AI delivers business context for sustainability and AI Put Down the Spreadsheet Get your days and weekends back our proven sustainability data solution Learn More GLYNT.AI Turns Messy, Fragmented Inputs into Accurate, Audit-Ready Sustainability Data Speak with a GLYNT.AI data advisor to learn more GET IN TOUCH SEE A DEMO Follow Follow (650) 386-6392 CONTACT US ABOUT GLYNT.AI Why GLYNT How It Works Solutions Partners Company Resources Blog Customer Stories Guides Videos GLYNT in Forbes PARTNERS Partner with GLYNT Salesforce IBM Microsoft BY TEAM Sustainability Teams Finance Teams IT Teams Procurement Teams Popular Links The Sustainability Data Buyer’s Guide Savings Calculator Finance-Grade Sustainability Data AI with Lower Emissions © 2026 GLYNT.AI, Inc. | #changinghowsustainabilityisdone | Terms of Use | Privacy Policy | Site Map Customer Stories – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page Customer Stories CONSTRUCTION Sustainability Integrated with Business Data Unlocks An Expanded Operational View at Every Job Site Read the Customer Story AUTOMOTIVE How a Global Automotive Manufacturer Achieves Business-Ready Sustainability Data — with 80% Less Cost and Zero Manual Work Read the Customer Story REAL ESTATE From Scattered Spreadsheets to Automated, Audit‑Ready Data for 40,000+ Properties Read the Customer Story OIL & GAS How a Leading Oil &amp; Gas Company Unlocked Bond Financing in 7 Weeks with Audit-Ready Sustainability Data Read the Customer Story HOSPITALITY How a Global Hotel Portfolio Reduced Data Preparation Hours by 80% While Gaining a Unified View of Sustainability Activities Read the Customer Story PROFESSIONAL SERVICES Shift Hours from Data Prep to Business Impact Read the Customer Story MANUFACTURING Global Manufacturer Achieves Unified, Audit-Ready Sustainability Reporting Across 14 Languages and Multiple ERPs Read the Customer Story Follow Follow (650) 386-6392 CONTACT US ABOUT GLYNT.AI Why GLYNT How It Works Solutions Partners Company Resources Blog Customer Stories Guides Videos GLYNT in Forbes PARTNERS Partner with GLYNT Salesforce IBM Microsoft BY TEAM Sustainability Teams Finance Teams IT Teams Procurement Teams Popular Links The Sustainability Data Buyer’s Guide Savings Calculator Finance-Grade Sustainability Data AI with Lower Emissions © 2026 GLYNT.AI, Inc. | #changinghowsustainabilityisdone | Terms of Use | Privacy Policy | Site Map GLYNT.AI for Salesforce Net Zero Cloud – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page The Sustainability Data Layer for Salesforce From complex data capture to confident decisions. Powered by GLYNT.AI and Salesforce BOOK A DEMO HOW GLYNT.AI WORKS Unlock One Of the World’s Largest Platforms Your sustainability data goes everywhere with GLYNT.AI THE COMPLETE SOLUTION Bring Sustainability Data Into Every Salesforce Cloud Make integrated business-sustainability decisions with accurate, reliable data from GLYNT.AI Talk to us about direct-to-cloud integrations with GLYNT.AI Better Data in Salesforce. Better Decisions. Agentforce Sales Respond to customer requests for your product carbon footprint (PCF) Agentforce Service Serve your customers&#8217; entire service area with accurate energy and water data Agentforce Marketing Reach the right consumers with your validated low-carbon stats Agentforce Net Zero Make carbon vs cost tradeoffs with confidence with granular, fresh data Experience Cloud Engage your customers and fans with your low-carbon brand strategies PROVEN &#038; RELIABLE Increase the Business Impact of Your Sustainability Team Set the stage for business wins with GLYNT.AI Current Net Zero Cloud Users GLYNT.AI is the data engine for Agentforce Net Zero, reliably transforming primary files on energy, water and waste into actionable data. Get first data in days, not months. No developers required. Get sustainability data that is ready for cost savings analytics and carbon-cost tradeoffs. Growing Sustainability With Salesforce Use GLYNT.AI’s finance-grade sustainability data service to deliver optimized business-sustainability data flows directly to Salesforce’s commerce clouds. Save time and money on sustainability data, and use GLYNT.AI’s high-quality data to drive business ROI. HIGH-PERFORMING DATA Built by AI, Ready for AI GLYNT.AI is a proven data solution, delivering the reliable, contextual data that Agentforce needs Without GLYNT.AI Messy, inaccurate data leads to unreliable Agentforce performance. Months go by while you clean up the data, try to add context, and then try AI again With GLYNT.AI GLYNT.AI delivers the high-quality business-sustainability data and contextual intelligence that drives high-performing, reliable Agentforce implementations See Us On AppExchange Salesforce Implementation Partners Resources About Agentforce Net Zero Learn more about Agentforce Net Zero Cloud Salesforce Website GLYNT.AI's Net Zero Hero Sustainability Data Learn more about GLYNT.AI on the Salesforce AppExchange Read the Guide Finance-Grade Sustainability Data Learn about finance-grade sustainability data and how it unlocks business opportunities Read the Guide The Tech Stack for Sustainability GLYNT.AI customers save money by leveraging GLYNT.AI’s pre-built system to get the data they want for the systems they need. Read the Guide Unlock the Full Value of Salesforce With Finance-Grade Data From GLYNT.AI BOOK A DEMO Follow Follow (650) 386-6392 CONTACT US ABOUT GLYNT.AI Why GLYNT How It Works Solutions Partners Company Resources Blog Customer Stories Guides Videos GLYNT in Forbes PARTNERS Partner with GLYNT Salesforce IBM Microsoft BY TEAM Sustainability Teams Finance Teams IT Teams Procurement Teams Popular Links The Sustainability Data Buyer’s Guide Savings Calculator Finance-Grade Sustainability Data AI with Lower Emissions © 2026 GLYNT.AI, Inc. | #changinghowsustainabilityisdone | Terms of Use | Privacy Policy | Site Map Professional Services – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page PROFESSIONAL SERVICES Shift Hours from Data Prep to Business Impact with Automated Sustainability Data Services from GLYNT.AI BOOK A DEMO A global professional services firm relied on each office to find and upload their primary source data. The stack of files was sent to consultants for data entry into spreadsheets. The corporate sustainability report was completed months after the end of the fiscal year. “Clients want advisors who are adopting AI just as fast as they are.” – Senior Consultant, Global Professional Services Firm Business Impact at a Glance: 80% Reduction in Data Prep Hours 10X Faster Data 14 Customized Business Fields 100% Financial-Sustainability Integrated Reporting 100% Audit-Ready Data The Challenge: With 160 offices across 5 continents, a professional services firm delivered scientific and environmental advisory services to global leaders. And with the rapid diffusion of AI, the firm must focus on its highly valuable expertise. For its own sustainability reporting, the firm relied on an outsourced service that hand-keyed data. This led to gaps in actual data and the reliance on estimates everywhere. There was no way to see the whole picture, as the team struggled to assemble their reports even 6 months late. With deep environmental and scientific expertise, there was no point in doing the data work in house. And there was considerable value in learning how prepared, unified data sets could expand consulting engagements by unleashing data-driven advisory services The Solution: Streamlining Operations Before GLYNT.AI, the professional service’s company’s corporate sustainability reporting was completed months after the fiscal year end and included a large amount of estimated data. Staff in offices around the world did the best they could, but it was no one’s primary responsibility. This led to file gaps and messy data, and more hours for the corporate sustainability team. With automated sustainability data services from GLYNT.AI, hours are saved at each site and at the central office. The data is delivered in days not weeks, and there is more data available. With hours of time saved, 99.5% accuracy (guaranteed), and 14 customized fields of business data added to the sustainability data, the sustainability team has the time and resources to tackle business impact. All while gaining the typical 70% cost savings from GLYNT.AI’s automated services. Walking the Talk AI creates a business imperative for professional services firms, which is why this customer turned to GLYNT.AI. GLYNT’s automated purpose-built AI enables a huge step forward in efficiency and showcases the consultancy’s forward- looking approach. With abundant data in hand and newly available hours, the sustainability team can create business impact from sustainability data for their employer and showcase their expertise to prospective clients. Ready to Take Your Sustainability Data to the Next Level? Talk with GLYNT.AI data advisor today BOOK A MEETING SEE A DEMO More Like This See More Customer Stories HOSPITALITY How a Global Hotel Portfolio Reduced Data Preparation Hours by 80% While Gaining a Unified View of Sustainability Activities Read the Customer Story REAL ESTATE From Scattered Spreadsheets to Automated, Audit‑Ready Data for 40,000+ Properties Read the Customer Story CONSTRUCTION Sustainability Integrated with Business Data Unlocks An Expanded Operational View at Every Job Site Read the Customer Story Follow Follow (650) 386-6392 CONTACT US ABOUT GLYNT.AI Why GLYNT How It Works Solutions Partners Company Resources Blog Customer Stories Guides Videos GLYNT in Forbes PARTNERS Partner with GLYNT Salesforce IBM Microsoft BY TEAM Sustainability Teams Finance Teams IT Teams Procurement Teams Popular Links The Sustainability Data Buyer’s Guide Savings Calculator Finance-Grade Sustainability Data AI with Lower Emissions © 2026 GLYNT.AI, Inc. | #changinghowsustainabilityisdone | Terms of Use | Privacy Policy | Site Map IT – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page FOR IT TEAMS Sustainability Data With Built-In Compliance GLYNT.AI built the SOX-type sustainability data system so you don’t have to SEE HOW IT WORKS BOOK A DEMO IT INFRASTRUCTURE GAPS The Reality for IT Teams The strategic objectives are clear, but so are the challenges 80% of CIOs plan investments in AI, data analytics, and integration technologies 98% of companies face major challenges integrating sustainability data with financial reporting systems 1,144 data points in CSRD disclosures FRUSTRATIONS &#038; CHALLENGES Sustainability Reporting Has Become an IT Challenge It’s a familiar story of fragmented data, varied processes and lack of controls Fragmented Systems Lack of Shared Context Timely Data External Verification Financial-Grade Audits Fragmented Systems Primary data for sustainability reporting is scattered across multiple, siloed systems Lack of Shared Context In-house developers don’t understand sustainability or each other’s systems Timely Data Current processes deliver fragmented, llate sustainability data. It’s hard to speed data while addressing compliance External Verification Current external reviews verify data lineage and calculations. Yet sustainability teams struggle, and IT is in the dark Financial-Grade Audits Regulations and standards are expanding to the same audit standards — including controls — used by finance. IT is not ready THE BUSINESS CASE Sustainability Data Infrastructure. Built and Ready to Deploy GLYNT’s data services deliver better data, more quickly and with a strong ROI REDUCE OPS COSTS 10X Fewer Hours GLYNT.AI automates primary data collection across every site and source, including extraction, aggregation and harmonization. Get a unified, structured data set every week or month DELIVER RELIABILITY 99.5% Accuracy, Guaranteed Accurate and reliable data comes system with multiple data validations, each of a different type. GLYNT.AI built the sustainability data system with financial data rigor CONTEXTUAL LAYER 100% AI-Ready GLYNT.AI integrates business data and metadata from your varied systems. The result is context-rich sustainability data that leads to strong enterprise AI performance INCREASE DATA CONFIDENCE 100% Compliance with SOX-Level Standards GLYNT.AI uses the same proven systems for process, controls and evidence that is used for finance. It takes a system to deliver reliable results, and we built it PLUG &#038; PLAY Leverage the Software You Already Have GLYNT.AI fits into enterprise systems Ready to Deliver Sustainability Data Today? Use GLYNT.AI’s compliant pre-built system. Talk to our data experts BOOK A DEMO Follow Follow (650) 386-6392 CONTACT US ABOUT GLYNT.AI Why GLYNT How It Works Solutions Partners Company Resources Blog Customer Stories Guides Videos GLYNT in Forbes PARTNERS Partner with GLYNT Salesforce IBM Microsoft BY TEAM Sustainability Teams Finance Teams IT Teams Procurement Teams Popular Links The Sustainability Data Buyer’s Guide Savings Calculator Finance-Grade Sustainability Data AI with Lower Emissions © 2026 GLYNT.AI, Inc. | #changinghowsustainabilityisdone | Terms of Use | Privacy Policy | Site Map Sustainability – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page FOR SUSTAINABILITY TEAMS Spend Less Time Collecting Data and More Time Driving Business Impact Transform your day from data wrangling to strategic leadership SEE HOW IT WORKS BOOK A DEMO AVOID KEY RISKS The Reality for Sustainability Teams 62% of sustainability practitioners reported burnout in the past 12 months 57% of executives cite data quality as their single most significant ESG challenge 80% of time spent just collecting, cleaning, and preparing data FRUSTRATIONS &#038; CHALLENGES Sustainability Data Is Broken. Sound Familiar? Sustainability teams rely on manual processes to collect data from dozens of systems and spreadsheets. The result is errors, delays, and compliance risk – leaving little time for the strategic work that actually moves sustainability programs forward Manual Data Collection Inconsistent Data Reporting Deadlines Evolving Regulations Manual Data Collection Teams spend weeks collecting sustainability data from utilities, vendors, facilities, and internal systems. Too much time spent collecting and fixing data — not enough driving sustainability impact. Inconsistent Data Sustainability data arrives in different formats and definitions, making it difficult to standardize metrics across facilities and reporting frameworks Reporting Deadlines Sustainability teams often operate with limited staff while demands from investors and internal teams expand, leading to late or last-minute reporting cycles and manual reconciliation Evolving Regulations Expanding sustainability regulations and disclosure frameworks require more detailed and verified data, and companies struggle to set up rigorous, compliant processes THE BUSINESS CASE Better Data. Faster Reporting. Lower Costs GLYNT.AI is built to make sustainability teams shine Reporting Speed 10X Faster Reporting Cycles Data collection that used to take months now takes days. GLYNT.AI automates collection across every department, every site, every utility, and every data source simultaneously so your reporting cycle compresses from months to days Data Reliability 2X More Reliable Sustainability Data AI-powered data extraction plus double-verification from finance-grade systems leads to data ready for investments and forecasting Cost Reduction 70% Lower Cost of Data Preparation Manual data preparation replaced by automation. Typical GLYNT.AI customers reduce their data preparation costs by 70% or more, freeing budget and headcount for the sustainability tasks that actually move the needle Strategic Insight Monthly From Annual Snapshots to Ongoing Visibility Don’t wait until reporting season to understand your sustainability performance. Get fresh updates each month to track progress, report to management and move forward year round Drive Change Our Capabilities Are Built for Sustainability Impact Poor quality data blocks business impact. Lay the foundation of success with GLYNT.AI We Fit Into Your Data Landscape GLYNT.AI offers a suite of methods to capture your Source Files (aka Primary Data). Mix and match as needed We Collect &#038; Prepare Your Data GLYNT.AI automates collection across all sources, delivers 99.5% accuracy (guaranteed) Data for Reports &#038; Impact Seamless data flows into your software and systems, complete with data management reporting and audit-ready files Ready to Get Your Time Back and Your Data Right? “GLYNT automated 95%+ of our data collection and cut manual effort by over 80%. We now have audit-ready data flowing straight into our systems, freeing the team to focus on real sustainability impact.” Group Director of Sustainability, Oil &#038; Gas Company BOOK A DEMO Follow Follow (650) 386-6392 CONTACT US ABOUT GLYNT.AI Why GLYNT How It Works Solutions Partners Company Resources Blog Customer Stories Guides Videos GLYNT in Forbes PARTNERS Partner with GLYNT Salesforce IBM Microsoft BY TEAM Sustainability Teams Finance Teams IT Teams Procurement Teams Popular Links The Sustainability Data Buyer’s Guide Savings Calculator Finance-Grade Sustainability Data AI with Lower Emissions © 2026 GLYNT.AI, Inc. | #changinghowsustainabilityisdone | Terms of Use | Privacy Policy | Site Map Finance-Grade Sustainability Data – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page Finance-Grade Sustainability Data Manage risk and unlock business impact with high quality data It Starts with King Charles In 2004, then Prince Charles convened the first “Accounting for Sustainability” conference, and after the 2008 financial crisis this work accelerated, as it was clear the financial markets had missed many key risk indicators. The drive to integrate financial and sustainability perspectives into a single, holistic framework continued, and today the IFRS, ISSB and IAASB have set standards for Integrated Reporting and associated audits. King Charles Speaking at A4S in 2004 ( Source ) Finance-Grade Sustainability Data Speed value creation with data that does its job #1 Data That is Ready to Disclose Investors rely on sustainability disclosures to pick winners and losers. Consequently, CFOs have the same disclosure risk for sustainability data as they do for financial data. Finance-grade sustainability data has been double and triple checked. It’s data that CFOs can rely on. #2 Data That is Ready for Forecasting Thriving businesses plan for the future and then execute to win it. Sustainability is part of that future when it is delivered on time and without erroneous outliers that destroy data confidence Finance-grade sustainability data aligns with financial data in next year’s forecast. #3 Data That is Ready for Tradeoffs With rapidly rising energy costs, many companies are taking a close look at energy-saving investments. These multi-year projects have upfront investment and long paybacks. Finance-grade sustainability data is ready for cost versus savings tradeoffs. The Unified View of Risk and Business Opportunity “Sustainability data is as strategically important as financial data.” World Economic Forum “A unified view for greater comparability, transparency, and trust by investors.” IFRS Every company is under the spotlight. Investors use disclosed sustainability data to make more money and to track company progress. Thrive in the spotlight. Reduce disclosure risk and make better internal decisions and with finance-grade sustainability data. Ready to Talk with GLYNT about Financial-Grade Sustainability Data? Please contact us, we&#8217;d love to hear your data story! GET STARTED WITH GLYNT.AI Additional Resources The Sustainability Data Buyer's Guide Manual data is slowing teams down. See how top enterprises cut prep time, reduce costs, and increase accuracy — with finance-grade, audit-ready automation Read the Guide AI with Lower Emissions How GLYNT.AI’s purpose-built system uses 95% less energy and water than LLMs. Read the Guide Awesome Sustainability Data A GLYNT.AI guide to the eight attributes of high-confidence sustainability data Learn More Contact GLYNT.AI Follow Follow (650) 386-6392 CONTACT US ABOUT GLYNT.AI Why GLYNT How It Works Solutions Partners Company Resources Blog Customer Stories Guides Videos GLYNT in Forbes PARTNERS Partner with GLYNT Salesforce IBM Microsoft BY TEAM Sustainability Teams Finance Teams IT Teams Procurement Teams Popular Links The Sustainability Data Buyer’s Guide Savings Calculator Finance-Grade Sustainability Data AI with Lower Emissions © 2026 GLYNT.AI, Inc. | #changinghowsustainabilityisdone | Terms of Use | Privacy Policy | Site Map Demo – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page Your Data Problems. Solved. One of our data experts will show you how GLYNT.AI can: Automate data collection: Gather energy, water, waste, and emissions data across all your sites with zero manual work Eliminate data preparation delays: Replace slow, error-prone processes with AI-powered automation that delivers in days, not months Report with confidence: Finance-grade data with 99.5% accuracy, fully audit-ready and compliant with CSRD, ESRS, and GHG Protocol Reduce costs efficiently: Typical savings of 70%+ compared to manual data preparation Follow Follow (650) 386-6392 CONTACT US ABOUT GLYNT.AI Why GLYNT How It Works Solutions Partners Company Resources Blog Customer Stories Guides Videos GLYNT in Forbes PARTNERS Partner with GLYNT Salesforce IBM Microsoft BY TEAM Sustainability Teams Finance Teams IT Teams Procurement Teams Popular Links The Sustainability Data Buyer’s Guide Savings Calculator Finance-Grade Sustainability Data AI with Lower Emissions © 2026 GLYNT.AI, Inc. | #changinghowsustainabilityisdone | Terms of Use | Privacy Policy | Site Map Real Estate – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page REAL ESTATE From Scattered Spreadsheets to Automated, Audit‑Ready Data for 40,000+ Properties BOOK A DEMO An NYSE-listed REIT scaled from ad-hoc reporting to an automated, SOX-compliant, monthly sustainability data system &#8211; processing 16 million data points across 40,000+ assets. “We received an ocean of sustainability data. It’s exciting to see all of this accurate detail in one place for our properties.” – SVP, ESG, NYSE-Listed REIT Business Impact at a Glance: 40K+ Assets Tracked 16M Data Points Processed 99.5% Data Accuracy 80% Cost Savings (Over Internal Methods) 12X Monthly Updates The Challenge: An NYSE-listed real estate investment trust (REIT) had outgrown its early approach to sustainability reporting. What started as spreadsheet-based manual tracking was no match for the scale they had reached. With over 40,000 assets across hundreds of locations, manually collecting and preparing sustainability data each month wasn’t just inefficient. It was unsustainable. As a publicly traded company, the REIT also needed data that could stand up to SOX-level financial scrutiny , with the same rigor as their audited financials . A sustainability software alone wouldn’t be enough. The REIT needed a solution that could: Deliver audit-ready sustainability data at scale Align reporting with financial controls and data frameworks Provide a system that was fast, accurate, consistent, and scalable Getting it right meant more than compliance. It meant turning sustainability reporting into a strategic business advantage. The Solution: GLYNT.AI began by delivering a validated, audit-ready baseline of sustainability data — covering thousands of assets and over 8 million data points across energy, water, waste, and emissions. In year two, the solution evolved: GLYNT.AI integrated directly with the REIT’s accounting systems, linking financial transactions to sustainability outputs . This created a SOX-compliant data pipeline for ESG reporting, enabling: Accurate, real-time sustainability data End-to-end traceability for audits Seamless alignment between finance and ESG systems With two full baselines in place, this REIT now receives monthly data updates , empowering site managers with actionable insights and ensuring routine certified reporting. Sustainability reporting is no longer reactive, it&#8217;s strategic and a business advantage. Ready to Move from “Best Efforts” to Actual, Automated, Accurate, Audit-ready Sustainability Data? Book a Personalized Demo TALK TO GLYNT.AI More Like This See More Customer Stories MANUFACTURING Global Manufacturer Achieves Unified, Audit-Ready Sustainability Reporting Across 14 Languages and Multiple ERPs Read the Customer Story PROFESSIONAL SERVICES Shift Hours from Data Prep to Business Impact Read the Customer Story HOSPITALITY How a Global Hotel Portfolio Reduced Data Preparation Hours by 80% While Gaining a Unified View of Sustainability Activities Read the Customer Story Follow Follow (650) 386-6392 CONTACT US ABOUT GLYNT.AI Why GLYNT How It Works Solutions Partners Company Resources Blog Customer Stories Guides Videos GLYNT in Forbes PARTNERS Partner with GLYNT Salesforce IBM Microsoft BY TEAM Sustainability Teams Finance Teams IT Teams Procurement Teams Popular Links The Sustainability Data Buyer’s Guide Savings Calculator Finance-Grade Sustainability Data AI with Lower Emissions © 2026 GLYNT.AI, Inc. | #changinghowsustainabilityisdone | Terms of Use | Privacy Policy | Site Map Blog – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page The GLYNT.AI Blog Still Assembling Sustainability Data Thread by Thread? May 7, 2026 There’s an Automated System for That — and Your Team and Auditors Will Notice the Difference read more Mexico’s NIS Reporting Requirements: Why Most Companies Aren’t Ready (Yet) May 4, 2026 While Mexico&#8217;s NIS requirements are straightforward on paper, compliance quickly exposes a fundamental data readiness problem, requiring companies to shift toward finance-grade sustainability data. read more Climate Scenario Analysis Data Quality: Why Bad Data Is the Real Risk Apr 30, 2026 Poor climate scenario analysis data quality is the hidden barrier undermining TCFD and ISSB compliance. Learn why sustainability data infrastructure — not methodology — is where most organizations fail. read more The #1 Lesson Sustainability Can Learn from Finance Apr 27, 2026 There&#8217;s a $24B industry built around this problem. Sustainability hasn&#8217;t caught up yet. read more Is Your Sustainability Data Finance-Grade? Apr 22, 2026 Evaluate with these 4 questions read more CFOs Are Asking for Better Sustainability Data Feb 23, 2026 Here’s How to Deliver It read more 5 Sustainability Data Trends for 2026 Jan 5, 2026 As we head into another fast-moving year, here are the five key trends we’re seeing in the market. read more GLYNT.AI Announces 2025 SOC 1 Compliance – Delivering Trusted &amp; Finance-Grade Sustainability Data Dec 1, 2025 Renewal of SOC 1 compliance underscores GLYNT.AI’s commitment to rigorous controls and trusted sustainability data flows. read more The Business Case for Sustainability Data is Here Oct 14, 2025 Sustainability data is no longer just about reporting—it’s driving real profits and growth. read more The Five A’s of Sustainability Data: Your Checklist for AI-Powered Success Sep 30, 2025 How to deliver sustainability data that’s faster, cheaper, and ready for an AI-powered future. read more Leading the Way: Why Real Estate is Moving to Monthly, Granular Data, and What Other Industries Can Learn From This Jul 16, 2025 Read our takeaways from a recent conversation with a sustainability data manager for a large U.S. property. read more Sustainability News from the Automotive Supply Chain: Streamline, Comply and Stay Pragmatic Jan 28, 2025 Key industry leaders remain committed to building the business case for less energy, water, waste and emissions in the supply chain read more Sustainability in 2025: The 5 Key Trends that Will Shape the Year Jan 10, 2025 Happy 2025! We’re looking forward to a great year! read more For CFOs: Four Key Sustainability Data Risks to Watch Jan 8, 2025 While this blog is aimed at CFOs, we encourage sustainability teams to read on read more AI-First Onboarding at GLYNT.AI Dec 12, 2024 How GLYNT.AI Reduces Customer Time and Effort in Sustainability Data Migrations read more GLYNT.AI Announces Low Levels of Energy, Water and Emissions for Its Advanced AI Dec 5, 2024 With energy, water and carbon emissions under 5% that of LLMs, GLYNT.AI is the sustainable way to prepare sustainability data read more GLYNT.AI Recognized as a ‘Sustainability Disruptor’ by HFS Research Dec 2, 2024 “GLYNT’s enterprise-grade sustainability data has the potential to impact and disrupt the market” –HFS Research read more 5 Things About Sustainability Every CFO Needs to Know Nov 25, 2024 2025 will be the year of the business case for sustainability. read more Gratitude for Sustainability Teams Nov 25, 2024 A moment of reflection as 2024 draws to a close read more The 5 Key Disclosure Risks that Integrated Financial-Sustainability Reporting Reduces Nov 21, 2024 Here&#8217;s how to mitigate the risks and improve credibility with investors and the public read more &laquo; Older Entries Follow Follow (650) 386-6392 CONTACT US ABOUT GLYNT.AI Why GLYNT How It Works Solutions Partners Company Resources Blog Customer Stories Guides Videos GLYNT in Forbes PARTNERS Partner with GLYNT Salesforce IBM Microsoft BY TEAM Sustainability Teams Finance Teams IT Teams Procurement Teams Popular Links The Sustainability Data Buyer’s Guide Savings Calculator Finance-Grade Sustainability Data AI with Lower Emissions © 2026 GLYNT.AI, Inc. | #changinghowsustainabilityisdone | Terms of Use | Privacy Policy | Site Map GLYNT in Forbes – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page GLYNT in Forbes The Five A&#8217;s of Sustainability Data Read the Article The 5 Key Disclosure Risks That Integrated Financial-Sustainability Reporting Reduces Read the Article How Generative AI Makes Sustainability Data More Valuable Read the Article The Trifecta Of Trust For Sustainability Data Read the Article Improving The Quality Of Emissions Data Through Global Reporting Read the Article The CEO’s Guide To Decoupling Revenues And Emissions Read the Article The Five Key Components Of A Sustainability Data Strategy Read the Article The Three A&#8217;s Of Investor-Grade Emissions Data Read the Article Follow Follow (650) 386-6392 CONTACT US ABOUT GLYNT.AI Why GLYNT How It Works Solutions Partners Company Resources Blog Customer Stories Guides Videos GLYNT in Forbes PARTNERS Partner with GLYNT Salesforce IBM Microsoft BY TEAM Sustainability Teams Finance Teams IT Teams Procurement Teams Popular Links The Sustainability Data Buyer’s Guide Savings Calculator Finance-Grade Sustainability Data AI with Lower Emissions © 2026 GLYNT.AI, Inc. | #changinghowsustainabilityisdone | Terms of Use | Privacy Policy | Site Map AI with Lower Emissions Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page AI With Lower Emissions How GLYNT.AI’s purpose-built system uses 95% less energy and water than LLMs GLYNT.AI is the Sustainable Way To Do Sustainability Data Relative energy, water and emissions for the same tasks Chat GPT was released just a few years ago and has captured our imaginations. Since then, Large Language Models (LLMs) have continued to advance, with huge algorithms, huge data sets and huge computing power needs. LLMs have triggered a global data center buildout, raising concerns about costs and GHG emissions. In contrast, GLYNT.AI is different. Our purpose-built ‘Few Shot’ machine learning is highly accurate with just a few samples of data. We orchestrate libraries of tiny, tiny models. With very low computing needs, GLYNT.AI has less than 5% of the emissions of LLMs for the same tasks. Carbon Emissions for LLMs By Task (per 1000 inferences, excluding training and infrastructure) Source: GLYNT.AI calculations; Hugging Face (2) And We’re Constantly Improving To compare our emissions to LLMs and standard cloud computing, the GLYNT.AI did a deep dive into the components of our cloud computing bills for the past 10 months. We used a standard methodology (see the citations below) to calculate our emissions. The GLYNT.AI infrastructure team has been optimizing our cloud usage to lower our costs, and this had an added benefit: lower emissions too. Reporting Data for Our Customers A summary of GLYNT.AI’s resource footprint is provided below, normalized to the number of rows of data produced. Customers should report GLYNT.AI’s emissions as part of their Scope 3, based total number of rows of data received per year. GLYNT.AI Environmental Footprint for Sustainability Data Preparation (per 1000 rows of data prepared by GLYNT.AI) RESOURCE Energy Water Carbon Emissions INTENSITY 0.1033 0.0000516 0.02187 UNIT OF MEASURE kWh M3 MT CO2e In Sum This detailed analysis has shown that GLYNT.AI is a highly efficient sustainability data service with a very low footprint for energy, water and emissions. GLYNT.AI plays a key role in the AI ecosystem; customers can use our AI to produce accurate, verified and enriched data for best performance by enterprise AI, e.g. LLMs. And our results have shown that GLYNT.AI customers are not making an AI vs sustainability tradeoff. GLYNT.AI provides industry-leading accurate, audit-ready sustainability data while being more sustainable than alternatives The framework developed for this analysis is both detailed and expandable, so that the results can be updated each year. Comments and feedback on this report are appreciated. Please send them to us here . DETAILS The GLYNT.AI System and the Reporting Boundaries GLYNT.AI began our sustainability footprint calculations by analyzing our cloud usage detail from January 1, 2024 through October 31, 2024. GLYNT.AI uses the AWS cloud service. Here is a summary diagram of the GLYNT.AI system: The GLYNT.AI Sustainability Data Pipeline The focus of this report is the box highlighted in yellow, the use of GLYNT.AI’s Few Shot ML. The other boxes illustrate the features and functionality needed by our customers for accurate, audit-ready sustainability data, e.g. finance-grade water, energy, waste and emissions data. For energy, water and emissions calculations other boxes are part of the GLYNT.AI infrastructure. GLYNT.AI is AI-First, in that we started by using ML to support human-oriented tasks in a step-by-step workflow. But in early 2024 we flipped our model, and the entire workflow is optimized to deliver accurate data with efficiency. Human tasks are in support of ML optimization. This has increased our capacity significantly, and led to faster services – including onboarding – for customers. Our cloud usage includes AWS tools for managing our service and the AWS Optical Character Recognition (OCR) engine. We use a rather basic set of features of the OCR, and add in our purpose-built machine learning and other code to obtain reliable accuracy and efficiency. GLYNT.AI can switch to the OCR engines provided by the other hyperscalers, Google and Microsoft, and testing shows that the three OCR engines perform at about the same level in our system. The data reported below includes our usage of AWS’ OCR but not the training of their service. The boundaries of our study include data center usage for the four categories mentioned, but exclude two other areas of resource use: transfer of data across global telecom networks, and data center hardware. EPRI reports that global data transfers use the same total energy as data centers, approximately 220 MMWh per year. (12) Business users such as GLYNT.AI have no visibility into this task and its associated resource use. We hope to include it in future years. Also excluded from the study is data center hardware. Data centers have numerous servers, which are replaced every two or three years. Within the server there are chips, which are key to progress in computing and energy efficiency. The embodied emissions in hardware and its replacement cycles are changing fast and there is no visibility for the typical business user. This too is excluded in our current reporting. Organizing Cloud Usage Data GLYNT.AI’s cloud usage comes from the three environments we run: development, stage and production. We combined stage and production for this analysis. On average, the development environment is 13% of total usage. Its usage data were removed from further analysis. Next we categorized our usage into four groups: compute, storage, networking and other infrastructure as each has a different carbon intensity per unit of use. The Cloud Carbon Footprint (CCF) method for categorization of cloud data and bills was used. (3) This method has been used by other similar reporting endeavors, such as by Etsy and Climatiq.io (4) As noted by the CCF documentation, judgements are required, and when in doubt, we assign the usage item to the compute category, as this has the largest carbon content per unit of use. Throughout our work we have used similar conservative judgements as needed. Third, we examined the two key areas of data center usage in AI: training and inference. AI can be thought of as an algorithm (e.g. a mathematical approach) and the output of the algorithm is trained models. The models are used again and again to meet user requests, which is known as inference. Based on data science analytics, user feedback and so on, the algorithm code base is updated so that the trained models perform better. Early analysis of the environmental footprint of LLMs focused training, but recent work has noted that with use of LLM exploding, inference usage will dominate the environmental footprint. But the inference usage depends on a forecast of user adoption, the life span of the trained models before retraining, the pace of LLM development and more. Recently, researchers have taken another tack, looking at the energy burden of LLM inference usage by task. This excludes the training portion of energy use. We use the task-based approach here to normalize the data for an apples-to-apples comparison. The GLYNT.AI implementation of Few Shot ML operates very differently than management of LLMs. GLYNT.AI’s Few Shot ML uses a library of tiny, tiny training models. Each model can be trained in minutes and needs just three training samples. The model returns data 98%+ accuracy rates from the start and so very little retraining is needed. This is in stark contrast to LLMs, which have enormous models trained on vast data sets, with frequent retraining. Further, GLYNT.AI is built on a segmented database and ML model library so that we do not co-mingle customer data. When onboarding a new customer, GLYNT.AI creates a customer-specific library of ML models, there is no re-use across customers. Incredibly low cost training is Why GLYNT – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page ACCURATE DATA, EFFICIENT WORKFLOWS Sustainability Data That Is as Ready and Reliable As Financial Data Energy | Water | Waste | Emissions See a Demo AI-POWERED AUTOMATION GLYNT.AI’s Proven System Saves Time and Money We change doers into reviewers ACCURATE &#038; AUTOMATED Better Data, Better Outcomes Get multiple benefits from a single data system 99.5% Accuracy Guaranteed With multiple layers of testing, GLYNT.AI guarantees your data accuracy. And we deliver a full suite of reports that transparently shows the accuracy and validation tests performed, and the results. Get ready for boring, as your data will pass every test! With multiple layers of testing, GLYNT.AI guarantees your data accuracy. And we deliver a full suite of reports that transparently shows the accuracy and validation tests performed, and the results. Get ready for boring, as your data will pass every test! Abundant Data GLYNT.AI captures 5 &#8211; 9X more data from the same sources as compared to current systems. Sustainability teams can scan across the footprint, drill down to specifics and find the savings opportunities from a single, robust data set. GLYNT.AI captures 5 &#8211; 9X more data from the same sources as compared to current systems. Sustainability teams can scan across the footprint, drill down to specifics and find the savings opportunities from a single, robust data set. Audit-Ready Data Audits create trust, but can be time-consuming and expensive. Streamline your audit process and reduce audit expense with audit-ready data files from GLYNT.AI. We’re audited every year ourselves, so we know what it takes. Audits create trust, but can be time-consuming and expensive. Streamline your audit process and reduce audit expense with audit-ready data files from GLYNT.AI. We’re audited every year ourselves, so we know what it takes. SOX-Level Compliance Count on privacy, security and rigorous data handling. GLYNT.AI is SOC 1, Level 2 certified, the same standard used to report financial data. Never worry that our AI leaks your data. GLYNT.AI does not share data or AI between customers. Each customer is in its own tenancy. Count on privacy, security and rigorous data handling. GLYNT.AI is SOC 1, Level 2 certified, the same standard used to report financial data. Never worry that our AI leaks your data. GLYNT.AI does not share data or AI between customers. Each customer is in its own tenancy. AI-Ready Data Large language models (LLMs) are advancing quickly. But AI is only as good as its data. Prepare your sustainability data for enterprise AI using GLYNT.AI’s built-in enrichment. We’ll help you add the business data that creates valuable context and increases AI performance. Large language models (LLMs) are advancing quickly. But AI is only as good as its data. Prepare your sustainability data for enterprise AI using GLYNT.AI’s built-in enrichment. We’ll help you add the business data that creates valuable context and increases AI performance. DAYS NOT WEEKS Sustainability Data at the Speed of Business Make better decisions with accurate, fresh data HIGH ROI The Business Case for Automated Sustainability Data The simple bottom line: Better data. Faster data. Save time and money 4 Month Payback Use our calculator to see your savings 0 Developers Required We built the system so you don’t have to 100% Ready-to-Use Data Accurate, complete, reliable data for business success PLUG &amp; PLAY Leverage the Software You Already Have GLYNT.AI fits into enterprise systems Thought Leadership from GLYNT.AI The Five A&#8217;s Of Sustainability Data Customers and investor inquiries come year-round, and internal finance teams want detailed data to build out savings plans and financial projections. Read More How Generative AI Makes Sustainability Data More Valuable Sustainability data, when prepared to meet reporting standards, can be far more accurate than the data currently in enterprise systems. Read More Reducing Sustainability Disclosure Risks Sustainability disclosure risks are high, and so is the harm. Read More The CEO’s Guide To Decoupling Revenues And Emissions For CEOs and their leadership teams, the path to decoupling revenues and emissions is not clear. Read More GLYNT.AI is An Award-Winning Solution Ready to Talk Data? Speak with a GLYNT.AI data advisor to learn more GET IN TOUCH SEE A DEMO Follow Follow (650) 386-6392 CONTACT US ABOUT GLYNT.AI Why GLYNT How It Works Solutions Partners Company Resources Blog Customer Stories Guides Videos GLYNT in Forbes PARTNERS Partner with GLYNT Salesforce IBM Microsoft BY TEAM Sustainability Teams Finance Teams IT Teams Procurement Teams Popular Links The Sustainability Data Buyer’s Guide Savings Calculator Finance-Grade Sustainability Data AI with Lower Emissions © 2026 GLYNT.AI, Inc. | #changinghowsustainabilityisdone | Terms of Use | Privacy Policy | Site Map Guides – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page Guides The Sustainability Data Buyer's Guide Manual data is slowing teams down. See how top enterprises cut prep time, reduce costs, and increase accuracy — with finance-grade, audit-ready automation. Read the Guide The GLYNT.AI Savings Calculator Compare the cost of your current sustainability data preparation system to GLYNT.AI’s automated system. Read the Guide AI with Lower Emissions How GLYNT.AI’s purpose-built system uses 95% less energy and water than LLMs. Read the Guide Finance-Grade Sustainability Data Learn about finance-grade sustainability data and how it unlocks business opportunities. Read the Guide Awesome Sustainability Data A GLYNT.AI guide to the eight attributes of high-confidence sustainability data. Read the Guide Guide to Utility Data How to get actual and complete data for energy, water and waste services. Read the Guide The Tech Stack for Sustainability Data GLYNT.AI customers save money by leveraging GLYNT.AI’s pre-built system to get the data they want for the systems they need. Read the Guide Finance vs Sustainability This short guide focuses on data preparation, and reviews what auditors look for in financial audits as compared to sustainability audits. Read the Guide Follow Follow (650) 386-6392 CONTACT US ABOUT GLYNT.AI Why GLYNT How It Works Solutions Partners Company Resources Blog Customer Stories Guides Videos GLYNT in Forbes PARTNERS Partner with GLYNT Salesforce IBM Microsoft BY TEAM Sustainability Teams Finance Teams IT Teams Procurement Teams Popular Links The Sustainability Data Buyer’s Guide Savings Calculator Finance-Grade Sustainability Data AI with Lower Emissions © 2026 GLYNT.AI, Inc. | #changinghowsustainabilityisdone | Terms of Use | Privacy Policy | Site Map GLYNT.AI for Microsoft Sustainability Manager – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page Make Every Sustainability Report in Microsoft Defensible From fragmented data to audit-ready sustainability reporting. Powered by GLYNT.AI and Microsoft Book a demo Automate Sustainability Data Flows into Microsoft Sustainability Manager GLYNT.AI delivers abundant, AI-ready sustainability data as rigorously prepared as financial data into Microsoft Sustainability Manager, within days Better Data in Microsoft. Better Decisions 100% Audit- Ready Files Chain of Custody, Gap Reporting &#038; Exceptions Reporting readily available in Microsoft Operational Efficiency &#038; Cost Savings GLYNT takes accountability for the data, fast onboarding and delivery into Microsoft Multi-Platform Data Versatility High fidelity data for ESG reporting in Microsoft Sustainability Manager, executive BI in Power BI, advanced modeling in Azure Machine Learning Accelerated Time-to-Intelligence Onboard in days, not months. GLYNT powers Microsoft with real-time data for faster intelligence and decision making Resources About Microsoft Sustainability Manager Learn more about Microsoft Sustainability Manager Microsoft Website GLYNT.AI's Finance-Grade Sustainability Data Learn more about GLYNT.AI on Microsoft AppSource See Our Listing Finance-Grade Sustainability Data Learn about finance-grade sustainability data and how it unlocks business opportunities Read the Guide The Tech Stack for Sustainability Data GLYNT.AI customers save money by leveraging GLYNT.AI’s pre-built system to get the data they want for the systems they need Read the Guide Unlock the Full Value of Microsoft Sustainability Manager with Finance-Grade Data From GLYNT.AI Book a demo GLYNT.AI on Microsoft Marketplace Follow Follow (650) 386-6392 CONTACT US ABOUT GLYNT.AI Why GLYNT How It Works Solutions Partners Company Resources Blog Customer Stories Guides Videos GLYNT in Forbes PARTNERS Partner with GLYNT Salesforce IBM Microsoft BY TEAM Sustainability Teams Finance Teams IT Teams Procurement Teams Popular Links The Sustainability Data Buyer’s Guide Savings Calculator Finance-Grade Sustainability Data AI with Lower Emissions © 2026 GLYNT.AI, Inc. | #changinghowsustainabilityisdone | Terms of Use | Privacy Policy | Site Map Awesome Sustainability Data – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page Awesome Sustainability Data Learn about the eight attributes of high-confidence sustainability data What is Awesome Sustainability Data? Gathering up sustainability data – including water, waste energy and emissions – is the first step in preparing disclosures to investors, regulators and customers. With harmonization of regulatory and financial reporting standards around the globe, attention is turning to data quality. Use this GLYNT.AI Guide to learn what is required, the common pitfalls and the specific dimensions of sustainability data that meets the needs of investors, regulators and customers. GLYNT.AI defines Awesome Sustainability Data by the eight attributes in the image on the right. Each attribute has a story to tell. While other GLYNT.AI Guides cover how to prepare sustainability data with automation and AI, here we focus on the qualities of the data itself. The bottom line? Awesome sustainability data is data your CFO will love. It is as rigorously prepared as financial data, and it reveals savings opportunities and key risks. Awesome sustainability data has the CFO’s confidence that it is ready to use in business decisions and ready to disclose to investors. THE EIGHT ATTRIBUTES OF AWESOME SUSTAINABILITY DATA 1 Actual Data What is It? Actual sustainability data can be tracked back to the Source File, which is typically a business invoice or data output from IoT sensor. ERP and AP systems typically don’t process the data items needed, so reprocessing Source File is required. What&#8217;s the Challenge? Two common problems lead to the use of estimates (e.g. non-actual data): 1) The data is not in the business system, so estimates are used. See the example on the right. 2) There are too many Source Files for sustainability teams to handle, so estimates are used instead. What’s the Consequence? Investors, customers and regulators have gone beyond “Show me your numbers” and now ask “Show me your progress.” Only actual data can demonstrate year over year reductions. How to Get It There’s really no short cut: Find the Source Files and the outputs of IoT sensors. Extract the data, aggregate and harmonize. Great reporting starts with great data, which starts with Source Files. EXAMPLE SCOPE 2 DATA: ESTIMATES VS ACTUAL Accounts payable (AP) systems typically capture just the data needed to pay the bill, such as the statement date, the current charges and the total amount due. AP system miss the usage data – such as kWh used – and the details of when and where the usage occurred. As the second page of the bill shows, finding these data elements in a sea of numbers requires expertise. Which usage figure should be used and why? To avoid these challenges and to save time, some teams estimate usage by dividing Total Amount by average price (from an external source). But estimated data can’t be used to build the business case for change, or for key decisions. It quickly traps the sustainability team into a reporting-only function, while actual data enables identification and budgeting for savings, profits and revenue growth. 2 Accurate Data What is It? Data accuracy is the degree to which data correctly represents the real-world event it is intended to describe. For sustainability this includes activities, such as water or energy usage, and emissions from that activity. What&#8217;s the Challenge? When sustainability data is prepared from Source Files there are many steps from the original data to the finished data product: cleaning, normalization, harmonization, enrichment, customization and so on. With so many steps, it is easy to make an error. What’s the Consequence? Inaccurate data can be embarrassing. Imagine every month you report the correct amount for a data category, $4, and one month you make an error and report $5. When everyone digs into the “problem”, they track back through the calculations to find the error. Suddenly all the trackbacks are questioned – where are the other hidden errors? How to Get It Accurate data comes from a system of data preparation that is tested and validated, and constantly monitored for data health. Within the system, there should be a sequence of tests, so that accuracy is maintained from start to finish. EXAMPLE A COMMON DATA ERROR IN AGGREGATION This example shows a common error. To correctly report the sustainability data, two items on the original invoice must be summed. But that data lineage is lost in ad hoc data systems. Accurate data is not only capturing the characters from the invoice correctly, such as ’803’ not ‘808’, but assigning data to reporting categories. In fact, it is the latter case – poor assignment logic – that leads to many data errors. Get ready for audits with reports on chain of custody and data lineage and recognize that it takes a system to produce accurate data. 3 Fresh Data What is It? Fresh data is delivered to sustainability systems on a daily, weekly or monthly basis. It allows sustainability teams to know that their analytics are always up-to-date. What&#8217;s the Challenge? Automated systems are a must-have for monthly updates. Ad hoc systems just crumple under the brisk pace. A business that plans to provide frequent updates should plan on investing in their sustainability systems or to use an automated provider. What’s the Consequence? There’s an embarrassing moment every sustainability team has faced: Delivering last year’s results in July. This happens with ad hoc systems that take months to compile annual reports. With a few years of reporting under their belt, most companies move on to automated services. There’s nothing like closing the sustainability report within days of the financial reports. It’s a moment of pride! How to Get It Fresh, updated data requires automation. Build it in-house or use an automated provider like GLYNT.AI. There is just no shortcut. EXAMPLE THE MANY REPORTING DATES OF 2025 In the era of voluntary disclosures, calculating sustainability metrics once per year was sufficient. And no one cared if it took 5 months to prepare the data. Fast forward to our new era, with harmonized reporting standards, assurance reviews, and keen interest by investors, customers and employees on sustainability progress updates. In our new era, expect customer requests for your latest data and reports several times a month. No one wants to be told in May that the calculations for the prior year are still underway. No one wants to be told in November the latest data is from the previous year. Fresh data throughout the year builds confidence in your sustainability narrative and demonstrates your sustainability data management skills. 4 Audit-Ready Data What is It? Internal and external audits focus on the method of data preparation: Is it unbiased? Is it accurate? Can decisions be reliably made from the data? Audit-ready data comes from a system that passes these tests. What&#8217;s the Challenge? Current data preparation methods often rely on spreadsheets and ad hoc data transfers. These are difficult to audit as they lack monitoring, and validation of chain of custody and data lineage. Building in tests for data quality is expensive, so a best-efforts level of error resolution is used. What’s the Consequence? Everyone wants a “clean” (no qualifications) audit report. But without a well-developed method of data preparation, auditors may flag key risks for data users. Investors are demanding Integrated Reporting (e.g. sustainability data tied to financial records) and audits. Financial reporting standards such as IFRS, are on this pathway too. Data users have rising expectations for data quality; Don’t get left behind! How to Get It The only way to get audit-ready data is to use an audit-ready data preparation system. You can build one yourself or use a certified data preparation service. EX Site Map – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page Site Map Homepage Why GLYNT How It Works Solutions Sustainability Teams Finance Teams Procurement Teams IT Teams Resources Blog Customer Stories Construction Automotive Real Estate Oil &amp; Gas Hospitality Professional Services Manufacturing Guides The Sustainability Data Buyer&#8217;s Guide 10 Must-Have Features for Automated Sustainability Data The GLYNT.AI Savings Calculator AI with Lower Emissions Finance-Grade Sustainability Data Awesome Sustainability Data Guide to Utility Data The Tech Stack for Sustainability Data Videos GLYNT in Forbes Partners Salesforce IBM Microsoft About GLYNT Follow Follow (650) 386-6392 CONTACT US ABOUT GLYNT.AI Why GLYNT How It Works Solutions Partners Company Resources Blog Customer Stories Guides Videos GLYNT in Forbes PARTNERS Partner with GLYNT Salesforce IBM Microsoft BY TEAM Sustainability Teams Finance Teams IT Teams Procurement Teams Popular Links The Sustainability Data Buyer’s Guide Savings Calculator Finance-Grade Sustainability Data AI with Lower Emissions © 2026 GLYNT.AI, Inc. | #changinghowsustainabilityisdone | Terms of Use | Privacy Policy | Site Map The Sustainability Data Buyer’s Guide – GLYNT.AI Why GLYNT How It Works Solutions Resources Blog Customer Stories Guides Videos GLYNT in Forbes Partners About GLYNT Contact Us Select Page The Sustainability Data Buyer’s Guide Unlock Value with Automation Manual data is slowing teams down. See how top enterprises cut prep time, reduce costs, and increase accuracy — with finance-grade, audit-ready automation DOWNLOAD THE PDF GET THE FREE CHECKLIST CONNECT WITH AN EXPERT Introduction This guide is for sustainability and finance teams struggling with data readiness. Too many organizations rely on scattered spreadsheets and semi-automated systems that demand countless hours – creating a cycle of exhaustion, errors, and missed deadlines. With so much time spent collecting and compiling data, there’s little capacity left for what matters most: analysis, planning, and strategy. A sustainability data service changes everything – delivering accurate results faster and reducing costs by over 70% . Instead of scrambling to compile energy, water, waste, and emissions data, teams receive updated, audit-ready information on a weekly or monthly basis. At GLYNT.AI, we provide an AI-powered sustainability data service to businesses worldwide. We eliminate manual work while ensuring finance-grade accuracy, rigor, and efficiency — freeing your team to focus on strategy, not spreadsheets. This guide includes two parts: 5 Strategic Buying Considerations to help evaluate options and align your team. A Practical Implementation Checklist to guide a smooth rollout and build consensus. Ready to unlock measurable business value from your sustainability data? Let’s begin. 5 Strategic Buying Factors for Automated Sustainability Data Services Before digging into the technical features of an automated sustainability data service, consider the strategic implications. Below are 5 key buying factors that align sustainability with business value. #1 Save Time and Money – With Automation Every sustainability journey started with a spreadsheet, but today, sustainability teams are expected to create measurable business value. Manual processes that once worked for small projects now struggle to keep pace with growing reporting requirements and rising expectations from investors, regulators, and internal teams. An automated data service delivers exactly what’s needed – transforming time-intensive manual processes into streamlined, reliable systems. Typical GLYNT.AI customers save 70 – 90% over current systems. With our Savings Calculator, you can quickly quantify your potential savings and present a clear, data-backed business case to your finance team. See the GLYNT.AI Savings Calculator A NOTE ON ACCURACY: This Buyer’s Guide does not address accuracy. That’s because automation should produce highly accurate data. The cost to fix bad data is high, and insist on 99% accuracy, with verified testing and reporting. This should be table stakes for an automated sustainability data system. Takeaway for sustainability teams: Deliver an immediate win by demonstrating time and money savings with an automated data service. Takeaway for finance teams: Financial data is prepared in a streamlined, automated system. Get the same rigor and efficiency – with cost savings – in an automated sustainability data service. #2 Liberate More Data Than Ever Before – with Automation Just a few years ago, sustainability teams had a single mandate: Report. Only four data points were needed: How much energy or water was used, how much it cost, when it was used and the calculated emissions. Now, sustainability teams must create business value. For example, with rising energy costs everywhere, sustainability teams are now charged with finding energy savings. They have the data, right? In fact, to answer the key business case questions — Where should action be taken? What is the payback of an investment? — sustainability teams need a lot more data. Consider the cost of electricity, which is rising everywhere. To build a case for energy-saving investments, teams need to answer: What is the business case for energy savings investments? Where should this action be taken? Simple four point data sets simply can’t handle the complexity of how energy is priced, and how usage drives costs. Sustainability teams need more detailed data to build a reliable business case. They need granular data, at the meter level and line-item charge detail structured to quickly identify and calculate the exact amount of cost reductions. An automated data service has the capacity to capture exponentially more data from every invoice. In a recent customer engagement, GLYNT.AI increased the number of data points per file by 15X. The customer used the data to pinpoint the key 30 meters out of 3500 total meters that could deliver a high energy-saving ROI. The result was $9 of energy savings per $1 spent on automated data services. Takeaway for sustainability teams Find your savings opportunities with granular data that provides usage and cost detail. Takeaway for finance teams: The header information on an invoice is just enough to pay the bill. But to build the business case for savings, get all the usage and cost data too. SAME SOURCE FILE, 15X MORE DATA POINTS #3 Make Apples-to-Apples Comparisons with Finance-Grade Sustainability Data To drive business value, sustainability data must align seamlessly with existing business data and decision-making processes. Here’s a frequent scenario: To win over a key customer, the sales team asks the product manager to show the carbon reduction plan for the product. The product manager must review the carbon content of all inputs, and the carbon added when the product is made. Looking for reductions, the product manager must make tradeoffs: How much should be spent to make that reduction? The business decision requires comparing the cost of change against the carbon reduced. Financial accounting already produces cost per SKU, sustainability teams must deliver emissions by SKU in the same format and timeframe. Or consider the standard corporate need to forecast revenues, costs and profits. Now planning teams want to add in forecasts of energy costs, emissions, and emissions reductions. Only finance-grade sustainability data , structured, validated, and fully aligned with business reporting standards can do the job. While spreadsheet-based workflows follow simple linear steps, finance-grade data is produced by a rigorous system with multiple layers of calculations, tests and controls. The system is run by software code and the code can be updated with lessons learned, increasing accuracy and reliability month after month. Learn more about GLYNT.AI&#039;s Sustainability Data Ledger Takeaway for sustainability teams: Business impact is a key mandate and it requires better data. Use sustainability data that is as rigorously prepared as financial data. Takeaway for finance teams: With the rising cost and risk of climate change, this type of business tradeoff will be ever more frequent. Good decision making and risk mitigation requires finance-grade sustainability data. #4 Use Timely Fresh Sustainability Data That Aligns with the Corporate Calendar Long before the sustainability function entered the scene, companies set up annual review calendars for strategy formulations, budget proposals, and investment decisions. Today these processes are routine and teams across the company have learned to organize their activities to the annual corporate calendar. Similarly, sustainability teams must align to the corporate calendar. Business decisions to reduce energy, water or carbon must be made on the same corporate schedule. Sustainability data must be ready at the right time. The finance function does not want to delay decisions waiting for the sustainability teams to finish collecting data. Example: Data centers use quite a bit of water, driving concern about water cost and availability. To save water at a manufacturing sit