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Your agent has tool access to real systems — wires, trades, emails, account changes. Without a policy layer, a routine lookup and a wire transfer are treated exactly the same: both just happen, unchecked.
Security and risk teams are the actual blocker to shipping agentic AI in banking, insurance, and fintech — not the model. Without an enforced policy and an audit trail, agentic AI doesn't clear review.
Prompt injection, tool misuse, unauthorized escalation — the OWASP Agentic Top 10 risks are real and mostly unaddressed by teams racing to ship. "We'll add guardrails later" is how incidents happen.
TruClaw sits in front of every tool call your agents make. Safe actions pass straight through, forbidden ones are blocked outright, and thresholds or business rules resolve the gray area automatically — in real time, no human needed for the vast majority of calls.
Only genuinely risky or ambiguous calls pause for a fast human decision — every one logged with a hardware-attested signature, giving you a full, compliance-ready audit trail of exactly what the policy engine let through and why.
Not a claim — a real test suite, run against a real deployed stack, covering all 10 risk areas including live payment-gated attacks.
8-agent end-to-end research demo, policy engine running throughout — see the one call that needed sign-off below →
The policy engine escalates a real x402 crypto payment for human sign-off.
TruClaw's policy + human-approval layer, running natively on Amazon Bedrock AgentCore. Works with any agent framework wired through an AgentCore Gateway.
github.com/sanjaymk908/truclaw-aws →A realistic customer app — investment research plus a crypto-payment execution agent — adopting TruClaw as its guardrail layer end to end.
github.com/sanjaymk908/truclaw-aws-samples →Two layers: 20 mocked CI tests, plus live integration tests against a real deployed Gateway — including real, human-approved payment attacks.
See the test suite →The full policy-engine port, with the 8-agent live demo and OWASP Top 10 suite above.
truclaw-aws →Drop-in guardrail for ADK agents — truclaw install patches every LlmAgent with the same policy check and escalation path.
Published on ClawHub as a security plugin — same risk classification and out-of-band approval, wired into OpenClaw's tool-call flow.
ClawHub plugin page →
