Shadow AI, unmanaged MCP servers, and ungoverned model usage are expanding your attack surface faster than any legacy tool can keep up. Discover every AI system across your stack — and enforce guardrails from code to runtime, in one continuous loop.
From a proliferation of LLMs, agents and MCP servers to silent shadow-AI usage in the browser — your AI surface is exploding. Legacy CSPM, EDR and SaaS-security tools weren't built for this.
One platform to discover, assess, protect and govern every AI system.
Four integrated pillars — inventory, risk, enforcement, governance — so AI can ship fast without ungoverned blast radius.
Scan six AI surfaces for every model, agent and MCP server.
Explore →Active probing and blast-radius analysis with business context.
Explore →Inline runtime guardrails for prompt injection, exfiltration, agent abuse.
Explore →Out-of-the-box mapping to NIST AI RMF, OWASP LLM Top 10, EU AI Act.
Explore →Shadow AI doesn't live in one place — so we look everywhere.
Adversarial prompts, indirect injection via retrieved content, jailbreak chains.
Training-data leakage, prompt echo, sensitive-field extraction paths.
Malicious pickle / safetensor / ONNX payloads at load-time.
Unauthorized tool invocation, excessive-agency chains, privilege escalation.
Signature lists can't predict emergent AI behavior.
Static policy isn't enough once models are live.
Every prompt and response is logged as evidence.
A single dashboard unifies every AI asset.
Runs the exact detector suite that ships in the TianceAI gateway.
Every tier includes the full control loop.
"I need board-ready proof that our AI posture is governed."
Governance · Reporting · Audit"One unified view across models, agents and MCP."
Architecture · Controls · Threat modeling"Automated guardrails in our pipelines."
CI/CD · Guardrails · Developer velocityIn-browser detector suite.
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We build the security infrastructure large enterprises need.
You can't govern what you can't see.
AI governance shouldn't live in a spreadsheet.
Community edition is fully featured.
Our p50 is under 10 ms.
Never.
Every policy ships in observe mode first.
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