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One agent.

A customer support bot built on LangChain. Governing it takes 8 layers: identity, access control, data siloing, oversight, observability, context management, hierarchy, and interoperability.

Manageable for one.

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OWASPNIST AI RMFEU AI ActISO 42001MITRE ATLAS

When every agent is visible, every action is auditable, and every drift triggers a response — trust isn't something you declare. It's something you prove.

Compliance maps itself. Governance becomes automatic. And trust? Trust is what happens when accountability actually works.

The average enterprise finds 43 shadow agentsin their first scan. What will you find?

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Agentless. Read-only by default. SaaS, Private SaaS, or On-Prem.