AI for ESG & Sustainability
A practical, hands-on course for ESG and sustainability professionals who want to use AI to transform data collection, carbon accounting, regulatory reporting, and supply chain risk management.
This course is built for ESG and sustainability professionals who are drowning in data requests, racing against regulatory deadlines, and manually stitching together reports from dozens of sources. AI can change that — but only if you know how to apply it to the specific challenges your team faces every day.
This is not a generic AI course with ESG examples bolted on. Every module, every prompt template, and every workflow is designed around the actual work of ESG teams: collecting supplier data, calculating emissions, mapping disclosures to multiple frameworks, and monitoring supply chain risks.
What you'll produce
- A clear understanding of where AI fits into your ESG workflows
- Prompt templates for carbon accounting, data extraction, and regulatory mapping
- A supplier data collection workflow powered by AI
- A framework for mapping your data to CSRD, SEC, TCFD, and ISSB simultaneously
- A supply chain ESG risk screening approach
- A business case for AI adoption tailored to your ESG function
- A 30/60/90 day implementation plan for your team
Who this is for
- ESG officers and sustainability directors managing reporting across multiple frameworks
- Corporate responsibility managers coordinating data from hundreds of suppliers
- Climate risk analysts working with emissions data and scenario modelling
- ESG data analysts spending weeks on manual data collection and reconciliation
- Compliance officers preparing for CSRD, SEC Climate Disclosure, and ISSB requirements
Time commitment
~3 hours of interactive learning. Best done with your organisation's actual ESG workflows and reporting challenges in mind.
Course modules
- Why AI Matters for ESG Teams — The regulatory tsunami and the data problem
- AI Fundamentals Through an ESG Lens — How AI works, explained with ESG examples
- AI for ESG Data Collection — Supplier questionnaires, utility bills, and gap analysis
- AI for Carbon Accounting — Scope 1, 2, and 3 emissions with prompt templates
- AI for Regulatory Reporting — CSRD, SEC, TCFD, and ISSB compliance
- AI for Supply Chain ESG Risk — Screening, monitoring, and risk scoring
- Building the Business Case — ROI, pilot design, and stakeholder buy-in
- Your 30/60/90 Day Plan — From first pilot to continuous ESG monitoring
Ready? Start with Why AI Matters for ESG Teams
Your AI Implementation Plan
A 30/60/90 day plan for adopting AI at your real estate firm — from first pilot to portfolio-wide deployment.
Why AI Matters for ESG Teams
The regulatory landscape is accelerating, data demands are exploding, and manual reporting processes cannot keep up. Understand why AI is becoming essential for ESG and sustainability professionals.