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AI for ESG & Sustainability

From supplier data to regulatory disclosure

Start learningFree and self-paced. No sign-up needed to preview.
Format
Free course · Self-paced
Modules
8
Built for
ESG officers, sustainability directors, climate risk analysts, corporate responsibility managers

What AI for ESG & Sustainability covers

A practical guide to AI for ESG officers, sustainability directors, and compliance leaders. Covers data collection, carbon accounting, CSRD/SEC/TCFD reporting, and supply chain risk.

This course is designed for professionals who need to move from AI curiosity to useful implementation. The lessons focus on the workflows, risks, data requirements, governance questions, and ROI arguments that teams need before putting AI into production.

Each module is written as a working guide rather than a theory note. You can read it end to end, share individual lessons with colleagues, or use the module sequence as the outline for an internal workshop.

What you’ll learn

AI for supplier data collection
Process hundreds of questionnaires at scale
Carbon accounting
Scope 1/2/3 calculations, emission factor matching
Regulatory reporting
CSRD, SEC Climate, TCFD, ISSB framework mapping
Supply chain risk
ESG screening, adverse media, modern slavery indicators
ESG-specific ROI calculations and implementation plan

Outcomes

  • Explain where AI can help your team, and where it can’t, without overstating what the technology can do.

  • Identify the data, privacy, workflow, and governance constraints that determine whether an AI use case is ready for production.

  • Build a clear business case using operational metrics, implementation costs, and measurable outcomes.

  • Create a practical next-step plan that connects the course material to a pilot, internal training session, or stakeholder discussion.

8 modules

  1. Module 1Why AI Matters for ESG
  2. Module 2AI Fundamentals
  3. Module 3Data Collection
  4. Module 4Carbon Accounting
  5. Module 5Regulatory Reporting
  6. Module 6Supply Chain Risk
  7. Module 7ESG AI Business Case
  8. Module 8ESG AI 30/60/90 Plan

The tools, guides and services that apply this course to real work.

Primary standards and regulators

Use current official guidance for regulated decisions. Individual lessons link further sources where a specific claim depends on them.

Want this working on your own ESG data?

Book a 20-minute call about one workflow, such as supplier questionnaires or disclosure evidence. We’ll tell you what we would build, what stays with your team, and what a first version would take.