Blog

Practical AI notes, written by the people doing the builds.

No hype cycles. Just what works, what it costs and what we learned shipping it.

July 2026 · 6 min

Why your AI pilot stalled (and what to do instead)

Most pilots die because nobody agreed what success looked like. Here is the one-page contract we write before any build starts.

June 2026 · 5 min

How to cost an automation before you build it

A simple model: hours per week, loaded hourly rate, error cost, and the honest maintenance number people forget.

June 2026 · 7 min

Quoting is the most under-automated process in business

Sales teams spend hours rebuilding the same quote. What a good quote engine actually needs to be trusted.

May 2026 · 4 min

Model choice matters less than your data plumbing

Teams argue about models and ignore retrieval, permissions and review steps. Fix the plumbing first.

May 2026 · 5 min

Rolling AI out to a team that did not ask for it

Adoption is a change-management problem. The training format that gets systems actually used after handover.

April 2026 · 6 min

What an AI audit actually looks like from the inside

Who we interview, what we measure, and the shape of the roadmap document you receive at the end.

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