Notes from the field
Ideas on making AI actually useful.
No hype, no press releases — just what we learn building agentic AI for Indonesian industry. Our first essays are in progress; here's what we're writing about.
Why AI dies on the deck (and how to stop it)
Most AI pilots look flawless in the boardroom and fail in week one of field use. The pattern is predictable — and so is the fix. Notes from designing capture for crews with five seconds and a phone.
What "agentic" actually means for a maintenance team
Agents that plan, read, and draft — with humans approving. A plain-language map of the shift from dashboards to doers.
Two weeks, real data: how we de-risk every AI project
The prototype-first method — why a working demo on real data beats a year of requirements gathering, every time.
AI for low-connectivity operations: design principles
Ships, sites, and plants where the internet is a rumor. How we design capture, sync, and agents for offline-first reality.
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