Perspectives and use cases

AI for the work
that cannot go wrong.

How organisations can apply private, governed AI to critical workflows while maintaining control over knowledge, actions, and accountability.

When an AI agent gets access

Why public discussion of agent-security weaknesses points to a more disciplined way to deploy enterprise agents.

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Give teams answers they can trace

Connect approved policies, documents, and expertise into a permission-aware assistant that cites its sources.

Support routine decisions with oversight

Build agents that prepare briefs, triage requests, and coordinate approved tools within clear boundaries.