Play 70 — ESG Compliance Agent 🌱
AI ESG compliance — multi-framework scoring (GRI/SASB/CSRD/TCFD), evidence-based assessment, greenwashing detection, double materiality.
Build an ESG compliance agent. Score companies across GRI, SASB, CSRD, and TCFD frameworks, match evidence to requirements using AI Search + LLM evaluation, detect greenwashing with 5 indicator types, assess double materiality per CSRD mandate, and generate gap remediation priorities.
Quick Start
cd solution-plays/70-esg-compliance-agent
az deployment group create -g $RG -f infra/main.bicep -p infra/parameters.json
code .
# Use @builder to implement, @reviewer to audit, @tuner to optimizeArchitecture
| Service | Purpose |
|---|---|
| Azure OpenAI (gpt-4o) | Evidence matching + greenwashing analysis |
| Azure AI Search | Sustainability report retrieval + evidence matching |
| Cosmos DB (Serverless) | Assessment history, framework requirements |
| Container Apps | ESG API + dashboard |
Pre-Tuned Defaults
- Frameworks: CSRD + GRI + TCFD active · SASB optional · double materiality enabled
- Evidence: 0.7 confidence threshold · 12-month staleness limit · cross-reference optional
- Greenwashing: Medium sensitivity · 5 indicator types · quantification required
- Scoring: Mandatory 2.0× weight · A/B/C/D/F grade scale
DevKit (AI-Assisted Development)
| Primitive | What It Does |
|---|---|
agent.md | Root orchestrator with builder→reviewer→tuner handoffs |
copilot-instructions.md | ESG domain (CSRD/GRI/SASB/TCFD, greenwashing, double materiality) |
| 3 agents | Builder (gpt-4o), Reviewer (gpt-4o-mini), Tuner (gpt-4o-mini) |
| 3 skills | Deploy (260 lines), Evaluate (113 lines), Tune (221 lines) |
| 4 prompts | /deploy, /test, /review, /evaluate with agent routing |
Cost Estimate
| Service | Dev | Prod | Enterprise |
|---|---|---|---|
| Azure OpenAI | $30 | $250 | $900 |
| Document Intelligence | $0 | $50 | $200 |
| Cosmos DB | $3 | $50 | $180 |
| Azure AI Search | $0 | $250 | $500 |
| Container Apps | $10 | $80 | $220 |
| Blob Storage | $2 | $20 | $60 |
| Key Vault | $1 | $3 | $10 |
| Application Insights | $0 | $20 | $70 |
| Total | $46/mo | $723/mo | $2,140/mo |
Estimates based on Azure retail pricing. Actual costs vary by region, usage, and enterprise agreements.
📖 Full documentation · 🌐 frootai.dev/solution-plays/70-esg-compliance-agent · 📦 FAI Protocol
FAI Manifest
| Field | Value |
|---|---|
| Play | 70-esg-compliance-agent |
| Version | 1.0.0 |
| Knowledge | T2-Responsible-AI, T3-Production-Patterns, R2-RAG-Architecture |
| WAF Pillars | responsible-ai, security, operational-excellence, reliability |
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