AI owns execution. Humans own decisions.
Governed AI Colleagues for the enterprise back office. DINA, the HR Operations Colleague, is live. Built in Dubai.
Projects
Things I'm building.
DINA — HR Operations AI Colleague
Letters, onboarding, offboarding and reporting carried from request to verified outcome, with a human decision gate on anything consequential.
Operator's Notes
Short posts on commercial discipline and putting AI to work in real operations. One idea, one rule, one visual. On LinkedIn and X.
Household finance OS
A product concept for managing net worth, allocation and budgets with the discipline of a well-run business.