Insights

A closer look at the AI industry

We don't chase trends. We document the methods and judgments actually validated through diagnosis, design, and delivery.

Latest articles

All Digital Employee Design AI Consulting Method Case Studies Tools & Workflow AI Coding & Agent Engineering

How one insurance assistant replaced a 3-shift support team in two weeks

The full record from diagnosis to launch.

2026-06-1811 min read

Three things we learned three months after launching the IELTS assistant

Real usage data turned out more interesting than expected.

2026-06-188 min read

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Series

AI Ops Notes

Field notes on how AI Plus Lab packages, reviews, and ships AI work without pretending every capability is a product.

Launch Architecture

A closer look at how routes, SEO, and public-safe content are staged before a wider launch.