Robert Orozco

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Original articles and frameworks on getting AI right, from choosing the right problem to governing agents and getting systems into production.

AI strategy · September 19, 2026 · 4 min read

Start with the problem, not the model

Most stalled AI initiatives went wrong at the first step: they started from a tool instead of a decision worth improving.

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AI governance · September 19, 2026 · 5 min read

Giving AI agents permissions and boundaries

Agents are software that acts. Govern them the way you would govern a capable new employee with system access, not the way you govern a document.

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AI execution · September 19, 2026 · 5 min read

From prototype to production: what actually changes

A convincing demo and a dependable system are separated by the work most teams underestimate. Naming that work early is half the battle.

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