Learn

What agent governance is, what an audit trail can and cannot prove, and where enforcement fits next to the tools you already run — written to be useful even if you never use Provenant.

• What "AI agent governance" actually means (when the agent can act on its own)

  Agent governance in the operational sense: authority, decision, enforcement, and evidence — and the honest limits of any governance layer.

• Enforcement vs. observability: where Provenant fits

  Agent observability records what agents did. Provenant decides, before an action routed through it runs, whether it is allowed. Different jobs — run both.

• What an audit trail for AI agents actually needs

  What an audit trail for AI agents must capture, why tamper-evident beats "immutable" claims, and how to verify a hash-chained ledger yourself.

• When an MCP tool goes rogue: governing tool calls you don't fully trust

  What MCP tool poisoning is, and how Provenant policy-gates every tool call routed through its gateway — containment and a tamper-evident record, not detection.

• "EU AI Act compliant" is not a thing a tool can sell you

  What the EU AI Act's Articles 12 and 14 actually ask for, what a tamper-evident ledger can support as evidence, and why no tool can make you compliant.