Writing
Notes from the gap.
What actually stands between an AI demo and a system a business can run on — evaluation, retrieval, permissions, cost, and the workflow redesign underneath it all.
Why Your AI Pilot Never Made It to Production
The demo worked. Six months later nothing is live. The reasons are boringly consistent, entirely predictable, and almost never about the model.
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No. 002
What It Actually Takes to Run AI Locally in 2026
Open-weight models, a single GPU server, and a week of setup — running capable AI entirely on your own hardware is far more attainable than most firms assume.
Read it → No. 001Why Private AI Matters for Regulated Industries
Cloud AI vendors make a tempting offer — but for law firms, hospitals, and financial institutions, the data egress risk is unacceptable.
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Reading this because your pilot stalled?
That is the whole practice. Thirty minutes, no deck — you describe the workflow and we tell you whether it is viable and what it would actually take.
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