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A personal reflection, passing the ten-year mark of being deeply inside the problem, building the solution.

Where documents become reactive and governed through authorisation and audit trails

Agents are getting cheaper by the week. Coordination is not. Especially when this needs to happen across organisational domains and institutional boundaries, or within functional teams using AI agents.

The Systems That Keep Everything Running

Why we believe AI Agency is Built on Shared State

When Impact Meets Operations