Insights
What we learn, written down.
Notes from inside the work: why forecasting projects fail, what adoption actually depends on, and where AI pays back in a South Asian operation. Practical, and written by the engineers doing it.
4 articles
Forecasting
4 min read
Why forecasts that test well still fail in production
A model that scores brilliantly in testing and misses badly in its first month usually has nothing wrong with its algorithm. The problem is how it was tested.
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AI Strategy
3 min read
Where to start with AI in a South Asian enterprise
Start with a decision, not a technology. A practical way to choose a first AI project that is small enough to finish and valuable enough to matter.
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Automation
3 min read
Automation fails at adoption, not accuracy
The most accurate system in the world saves nothing if nobody uses it. What we have learned about building automation that people actually adopt.
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Supply Chain
4 min read
A forecast tells you what will happen. Optimization tells you what to do.
Better forecasts do not automatically produce better decisions. The step most supply chains skip, and why it is often where the money is.
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