GenAI for ESG and Sustainability Reporting

Explore the pillars of environmental, social, and governance, and see how transparent reporting to investors, regulators, and customers drives public scrutiny and sustainable business value.

Explore the environment dimension of ESG, distinguishing quantitative and qualitative disclosures. Learn how scope one, two, and three emissions are defined and calculated using the GHG protocol and IPCC.

Explore the social dimension of ESG reporting, contrasting qualitative and quantitative disclosures, with examples on leadership diversity, pay gaps, living wages, representation of interests, human rights, risks and opportunities.

Explore the governance lens of ESG, distinguishing qualitative and quantitative governance, and examine governance policies, ethics, transparency, and risks through examples from Mercedes Benz and corporate leadership practices.

Identify and prioritize ESG topics that matter for your business through materiality assessment. Explore financial and impact materiality, double vs single materiality, and the Mark framework for ESG reporting.

Automate ESG insights, reporting, and audit readiness with Carbon Ops, an AI-powered platform that links data to auditable narratives and SDGs across TCFD, ESRS, GRI, and CSR frameworks.

Walk through the carbon ops cloud platform with hands-on ESG reporting demos, onboarding steps, and login options, including Microsoft and Google sign-in, plus tutorials.

Set up your CarbonOps SaaS account with a 14-day trial (no credit card required) using Google or Microsoft login, then complete organization, profile, and client data to support audits.

Generate SDG mappings from Microsoft’s 2025 environmental sustainability report using the United Nations SDG mapper and the carbon offset tool to map content to the goals.

Explore the evolution from the EU non-financial directive to the CSR and ESRS frameworks, detailing double materiality, reporting requirements, and phased mandates for 2024–2028.

Explore how ESRS aligns ESG disclosures with global norms through double materiality and a three-part structure (SRS1, SRS2, topical SRS).

Explore the ESRS taxonomy, its codes and structure, and how general disclosures and topical standards guide governance, strategy and business model, and metrics and targets in ESG reporting.

The ESRS XBRL taxonomy portal walkthrough demonstrates how Extensible Business Reporting Language makes ESG disclosures machine readable, outlines ESR/SRS general and topical requirements, and explains application requirements and double materiality.

Showcases topical standards in the ESR taxonomy within the CarbonOps ESR tool, covering environmental, social, and governance topics, and demonstrates AI-assisted materiality assessments with CSV exports.

Understand double materiality in ESRS, including impact and financial materiality, and learn to assess and report topics with impacts, risks, and opportunities using the V wave AI framework.

Experience a lab walkthrough of Mercedes-Benz's 2024 annual report to see ESRS-aligned disclosures, governance, and double materiality, integrated with Tcfd and GRI frameworks covering climate, pollution, and value chain.

Learn ESRS reporting with CarbonOps, derive double materiality from Microsoft diversity and inclusion, supply chain integrity, and environmental reports, and export results as csv.

Configure ESRS DMA thresholds for double materiality by adjusting impact and financial materiality weights, then assess topics using scale, scope, and irremediable character to determine bands.

The lab demonstrates generating impacts, risks, and opportunities for environmental, social, and governance topics using CarbonOps’ SRS, then scoring materiality, producing AI reasoning, and exporting DMA CSV report for ESRS.

Trace the TCFD's evolution from the 2008 crisis to a four-pillar framework—governance, strategy, risk management, and metrics and targets—and its global adoption and IFRS integration.

Explore climate related risks, opportunities, and financial impacts under the Tcfd framework. Identify physical and transition risks, Rcp 4.5 and 8.5 implications, effects on localization, period, value chain, finances.

Understand how to draft a TCFD report, covering governance, strategy, risk management, and metrics and targets, illustrated by Microsoft's 2024 TCFD report and climate scenario analysis.

Understand sector agnostic and sector specific tcfd disclosures across governance, strategy, risk management, and metrics and targets for financial and non-financial groups, including sector breakdowns and 2021 guidance.

Upload two documents using the Carbon Ops TCFD reporting tool: Microsoft’s 2024 TCFD report and the 2025 Environmental Sustainability Report, hosted as publicly accessible web URLs.

Explore TCFD transition risks: technology, reputational, market, and legal and policy—by generating risk analyses with financial impacts, adaptation and mitigation, localization, period, and value chain using uploaded documents.

Generate physical risk narratives with the tcfd tooling from carbon ops, covering short-, medium-, and long-term risks, financial impacts, mitigations, and RCP 4.5 and 8.5 scenario analysis.

Explore tcfd reporting with carbonops by generating climate-related opportunities across resource efficiency, markets, resilience, energy source, and products and services for a Microsoft client.

Trace India's BRSR evolution from BRR to BRSR, guided by the National Guidelines on Responsible Business Conduct's nine principles, and learn essential indicators, leadership indicators, value chain focus.

Learn how to perform a materiality assessment for PRC reporting under SEBI CB guidance, disclosure 24. Identify environmental and social risks, assess financial impact, and outline mitigation and thresholds.

Upload and index Reliance group's integrated annual report and BRC report for materiality assessment under bursar reporting. Map disclosures to GRI and TCFD standards in APAC.

Generate topics for the Basel materiality assessment with the Basel topic generator, selecting environmental and social topics like GHG emissions, water use, and human rights for reporting.

Perform materiality assessment for environmental and social topics with AI-generated narratives, then export the results as an exportable CSV file for Bursa reporting.

Trace the evolution of the Global Reporting Initiative from its 1997 founding to modern sector and topic standards that guide double materiality and disclosures.

Learn how to conduct GRI materiality assessments by applying sector-specific and topical standards, performing double materiality analysis, and making disclosures.

This walkthrough explains GRI 1 general requirements and guidelines, outlining G1, G2, G3, and how to prepare disclosures, conduct materiality assessments, and publish a GRI content index.

Explore a quick walkthrough of GRI general disclosures 2021, detailing how to report organizational details, reporting period, external assurance, workers, value chain, and governance structure with reporting guidance.

This walkthrough of GRI 3 material topics 2021 guides building a materiality assessment framework to identify and score impacts by scale, scope, likelihood, and to disclose management of material topics.

Explore the GRI topical standards walk-through for the oil and gas sector, conduct a materiality assessment, and learn sector disclosures on GHG emissions and energy use.