Regulatory Lineage & Fairness Vault

Forge Comply — Regulatory Lineage & Fairness Vault

Counterfactual fairness auditing for the GENIUS Act and ECOA era. Answers the question: 'Would this applicant get the same decision if their protected attributes were different?' — with full decision lineage.

Coming Q4 2026

In active development

Key Capabilities

1

Causal fairness audit identifying paths from protected attributes to credit decisions in your models

2

Counterfactual fairness metric ensuring same decisions regardless of race, gender, or other protected attributes

3

Automated four-fifths rule testing with causal decomposition of any identified disparities

4

AI-generated model cards and decision lineage with full causal graph for regulatory examination

Get Early Access

Forge Comply is launching Q4 2026. Join the waitlist to be among the first to experience it.

Join Waitlist

No credit card required. We'll notify you when Forge Comply is ready.