comply54/comply54

African AI governance — runtime compliance enforcement for AI agents operating under NDPA, CBN, NIMC Act 2026, KDPA, POPIA and 15+ African regulations. LangGraph, CrewAI, and AutoGen adapters included. # Comply54 **Open-source AI governance enforcement for African regulatory compliance.** > **See comply54 in action:** disaster.comply54.io — watch AI agents cause regulatory disasters, then watch comply54 block them live. --- ## What it does Comply54 intercepts AI agent tool calls and evaluates them against African regulatory frameworks — CBN, NDPA, NHA, NAICOM, KDPA, POPIA, and more — **before execution**. Blocked calls never reach the tool. ``` Agent decides to call transfer_funds(amount=15_000_000) │ ▼ comply54 guard ──► CBN NIP cap exceeded ──► ToolMessage error returned │ Agent explains to user ✗ tool never executes ``` No OPA binary required. No subprocess. Works in serverless environments. --- ## How it relates to agt-policies-nigeria ``` kingztech2019/agt-policies-nigeria comply54 ────────────────────────────────── ──────────────────────────────────── The policy SOURCE. The enforcement and tooling LAYER. • Rego policy packs (NDPA, CBN, ...) ──▶ • PackSpec registry indexes them • Cited in Microsoft AGT main ──▶ • Sector classes compose them • OPA tests (306 passing) ──▶ • LangGraph / CrewAI / AutoGen adapters • Stays at kingztech2019 forever ──▶ • regopy evaluates in-process (no binary) ``` `agt-policies-nigeria` is where the policy files live — permanently cited in Microsoft Agent-OS. `comply54` is where the ecosystem lives — the enforcement engine, sector compositions, framework adapters, and CI tooling that make those policies consumable from LangChain, LangGraph, CrewAI, AutoGen, and any OPA pipeline. --- ## Research > "Africa does not have an AI regulation gap. It has an accountability gap." **The Enforcement Gap: Why Africa's AI Regulations Need Runtime Enforcement** Oluwajuwon Omotayo · July 2026 · Comply54 Research Working Paper No. 1 DOI: 10.5281/zenodo.21324303 · Download PDF · Zenodo record The paper documents …