Knowledge Hub

Notes From the Work

Short notes on putting AI to work: where it helps, where it doesn’t, and what the data underneath needs.

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3 min read

Running AI Pilots That Survive Production

Most AI pilots die between demo and production. A short discipline — qualify, shadow, check the data, build small — gets them through.

AI in ProductionAI PilotsDelivery
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2 min read

Your AI Is Only as Good as Your Data

Before wiring a model to your data, check whether a dashboard number traces to its row. Five data gaps that stall every AI project.

Data FoundationsData QualityAI Readiness
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2 min read

Where AI Genuinely Helps (and Where It Doesn't)

An honest map: drafting, triage, and retrieval shine; final judgment calls and thin data don't. How we score eleven candidates down to two.

AI StrategyAdvisoryAutomation
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2 min read

What Good Looks Like in an AI Partner

Four things to demand before you sign: a small paid start, senior hands, ownership in writing, and the word no when you need to hear it.

Working With UsAI PartnershipTrust
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