compliance-ail
github.com/banji-007/compliance-ail- Category
- Cybersecurity
- Rank
- No. 3836Tools index
Previous survey · No. 3649 ·
- Pricing
- Open Source
- Type
- TOOL
- Use case
- Security & Identity
- GitHub
- 3 stars
- Latest release
- v1.0.0
- Date
About
compliance-ail is a policy gateway that checks Open Policy Agent (OPA) rules against autonomous AI agent tool calls before they execute, and records a proof-checked, tamper-evident audit trail of those decisions. It ships a framework-agnostic enforcement core with an isolated SDK-based verifier and includes a reference integration for LangGraph.
At a glance
Agentic Integrity Ledger checks an agent tool call against identity, schema and policy before recording the decision and allowing execution. It is worth studying if you can make your tools reachable only through a controlled gateway.
Good fit
Platform teams evaluating a policy enforcement boundary for agent actions in a test environment.
Consider something else when
Fix direct access first if agents can invoke the same tools without going through the gateway.
Start here
Route a harmless mock action through the local stack. Confirm an allow, a deny and a denied request when the policy engine is unavailable.
Cost and requirements
Self-hosted reference stack with workload identity, OPA policy and an ImmuDB ledger. Its components need separate operational care.
Limits to know
The ledger accounts for calls that reach the gateway. It cannot prove that no out-of-band execution happened. Inspect what arguments and decisions are retained before using real data.
Sources checked 2026-11-05. Source-based assessment.
Why it made the leaderboard
Gives teams running autonomous agents a way to enforce policy and prove after the fact what an agent actually did, addressing a real compliance gap as agents get more tool access.
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