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Practical writing on shipping AI into the systems your teams already run — from evaluation gates to agent governance.
Demos are easy. Production is an operations problem — integration, evaluation, and control.
7 results
If your evals don't block a release, they're decoration. Here's how to wire them as gates.
Expert review is a feature, not a fallback. Designing review flows that keep quality high.
Permissions, approval gates, and audit trails for agents that do more than chat.
Why ranges beat point estimates, and how planners learn to trust the numbers.
The model is a commodity. The connective tissue into your systems is where value lives.
A decision framework for where internal teams should and shouldn't invest.
Book a working session. We'll map a high-leverage workflow and scope a governed deployment your team can own.