Insights
Notes from the field.
Practical, opinionated notes on data, machine learning and shipping AI. No filler.
- Industry Applications
From PoC to production in 90 days: how we run an AI project
The week-by-week structure behind our 90-day promise, and why most AI pilots never make it to production.
4 min read - Behind the scenes
The technology we love: our 2026 data and AI stack
The tools we reach for on client projects and our own products, and the reasoning behind each choice.
4 min read - Data Science
Best practices in machine learning: what survives contact with production
Most machine learning advice is about training models. Here is what actually matters once a model has to run every day.
5 min read
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Newsletter
Training machines to amaze.
Notes on data, machine learning and shipping AI. Once a month, no filler.