A runnable FINOS AIGF reference
Adopt or study a working reference implementation of FINOS AIGF v2.0 with 23 of 23 risks mapped to code, evals, and audit rows.
AIGF v2.0 defines 23 AI risks and 23 mitigations, but a taxonomy is not a system. Teams need a runnable reference that proves each mitigation exists in code and stays covered as the codebase changes.
BondFoundry maps all 23 AIGF v2.0 risks to a mitigation in source, at least one passing eval case, and audit rows carrying the framework_ref. A four-dimension eval harness — accuracy, policy, robustness, latency — runs on every PR, and CI fails any change that drops coverage below 85% or leaves a risk with zero passing cases.
The governed lifecycle for this pattern.
- 01
Print the mapping
bondfoundry-finos mapping --format markdown lists every risk and its mitigation.
- 02
Run the coverage gate
bondfoundry-finos coverage --threshold 0.85 checks code, eval, and audit coverage per risk.
- 03
Cross-reference frameworks
Each mitigation carries refs to NIST AI RMF, EU AI Act, ISO 42001, SR 11-7 and more.
- 04
Fork for your domain
The control plane is isolated from the bonds engine, so loans or derivatives inherit the AIGF alignment.
Governance becomes CI: coverage is proven on every commit, and one adoption decision satisfies several adjacent regulatory regimes.