Prototype 2025 Compliance Workflow Dual-Sided Platform

Environmental Claims Manager

AI-powered guidance for compliant green claims—from submission through expert review, with full audit trail.

53% of green claims are vague or unfounded.
Greenwashing risk is everywhere.

Organizations face overlapping regulations—EU Green Claims Directive, FTC Green Guides, ISO 14021—with 40% of claims having no supporting evidence. Marketing, product, and sustainability teams make claims independently, while ESG consultants spend excessive time on basic compliance questions.

Multiple overlapping regulations with varying requirements across jurisdictions
Decentralized stakeholders making claims without consistent review
Limited ESG resources tied up doing first-pass reviews instead of strategic guidance

AI first-pass. Human expert review. Complete audit trail.

A two-sided platform: a web portal for claim submitters with AI-powered guidance, and a Teams-based management console for ESG reviewers. AI handles first-level assessment, freeing experts for strategic decisions.

Submit. Assess. Refine. Approve.

AI Claims Assistant

Real-time feedback on claim wording with compliance scoring against ISO 14021, EU Directive, and other regulations. Iterative refinement before submission.

Expert Review Workflow

AI handles first-pass assessment; ESG professionals focus on strategic decisions. Kanban-style queue with status tracking and evidence management.

Configurable Knowledge Base

Admins control which standards and regulations the AI references. Upload custom guidance, toggle sources on/off, tune agent persona and strictness.

Built with modern AI tooling

End-to-end development using AI-assisted workflows—from specification through deployment.

C
Claude Sonnet
MVP Spec & PRD
CC
Claude Code
Web App Prototype
N
Node.js
Frontend

What we learned

1

Consultants love workflow transformation

This is a strong example of a workflow that was previously buried in Excel spreadsheets and manual process. Digital transformation resonates when it solves real pain.

2

AI enables managed services

Providing this solution enhances consultants' ability to deliver a strong managed service—backed by subscription revenues above time-based consulting.

3

Two-sided platforms create lock-in

The submitter portal plus admin console creates a complete ecosystem. Both sides benefit, and together they're stickier than either alone.

4

AI first-pass frees expert capacity

Freeing limited ESG resources from first-pass review means experts focus on strategic guidance and edge cases—where their expertise matters most.