Compliance & Audit
AI agents your compliance team will actually approve
Human-in-the-loop approvals, auditable thread history, and deterministic testing — built into the framework, not bolted on.
The problem
Why this is hard today.
Black-box AI decisions
Regulators require explainability. Most agent frameworks stream opaque outputs with no tool-call history.
No human gate before action
SOX, HIPAA, and GDPR demand human approval before consequential actions. Retrofitting interrupts is a rewrite.
Untestable agent behavior
Compliance needs reproducible test evidence. Non-deterministic LLM calls make that nearly impossible without the right tooling.
Architecture
How the three libraries compose.
Three libraries give your compliance team what they need — without slowing your engineering team down.
Agent
@threadplane/langgraphProduction agent state with first-class interrupt support. Every agent action can require human approval before execution. Durable thread persistence preserves the full record of every tool call and state transition.
See Agent docs →Render
@threadplane/renderApproval workflows rendered as structured UI — not chat messages. The agent proposes an action, renders a confirmation card, and waits for the human gate before proceeding.
See Render docs →Chat
@threadplane/chatDebug overlay shows every tool call, interrupt, and state transition. Your compliance team can review exactly what happened, when, and why — in a UI they can understand.
See Chat docs →What you ship
Capabilities the framework delivers.
Agent action recorded — tool calls, interrupts, and state transitions captured in the thread record
Human approval before consequential actions — wired into LangGraph interrupts, not bolted on
Thread persistence preserves the full decision path for review by auditors and your compliance team
Field report
The last-mile gap in Angular AI.
- Six production-readiness dimensions for Angular AI
- Concrete patterns — error boundaries, fallbacks, observability, deploy
- No vendor pitch. Just what we learned shipping it.
Already on the list? Download the PDF directly.
Ship compliant AI agents — without the compliance tax
Download the field report or start a pilot. Your compliance team will thank you.