When regulators ask how your
AI-generated code affects
KYC compliance.
answer in seconds, not weeks.
Financial institutions cannot prove to auditors how specific data flows through their architecture.
Every AI-generated deployment creates regulatory drift.
New code that hasn't been traced to KYC, AML, BIAN, or Basel compliance requirements.
The Problem
Every sprint creates unverified compliance risk.
AI enables engineers to ship 40–60% faster.
Business, risk, and compliance teams still validate at 1× speed.
The result: a growing Validation Gap where unverified code accumulates regulatory exposure.
| Before Coherence | After Coherence |
|---|---|
| Regulatory audit: 6–8 weeks of manual evidence gathering | Audit-ready trace generated in minutes |
| Code deploy → compliance team scrambles to review | Compliance validation runs at CI/CD speed |
| "We think this is compliant" | "We can prove this is compliant. Here's the chain" |
The Solution
Grounding Chain traceability.
Click on any service in the visualization.
Trace a customer data field from a UI button down to the specific KYC compliance document and source code function.
End-to-end, auditable, in seconds.
- Automatically maps code changes to Basel, AML, and BIAN service domains
- Generates auditor-ready evidence trails without manual documentation
- Domains for banking loaded in minutes: Commercial Banking, BSA/AML, Regulatory Compliance, Payments & Cards, and more
- Pre-built projections: Loan Underwriting, Fraud Detection, Customer Onboarding, Money Lending
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