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Practical writing on AI that works

Field notes on responsible AI delivery, team enablement, and the technical patterns that hold up in production.

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6 min read

Why Responsible AI Is a Delivery Problem, Not a Policy Problem

Governance frameworks matter, but they only work when baked into the delivery pipeline from day one. Here is how to make responsible AI a practice rather than a checkbox.

Responsible AIGovernanceDelivery
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8 min read

NL-to-SQL in Production: What Goes Wrong and How to Fix It

Natural language interfaces to structured data are powerful and fragile. A practical look at common failure modes and the mitigation strategies that actually work.

NL-to-SQLTechnicalGenAI Pipelines
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5 min read

What Analysts Actually Want from AI: Lessons from the Field

After running workshops with analysts and researchers across multiple domains, a few patterns emerge consistently. Here is what actually moves the needle, and what misses the mark.

EnablementWorkshopsAI Adoption
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