FactoryResources
Research, published with the method.
Long-form work drawn from deployments and from the Global AI Forum community. Every claim carries its source, and the method is described well enough for you to disagree with it.
Enterprise adoptionThe Plumbing Problem
A structural account of five failures that appear, in roughly the same order, in almost every enterprise AI deployment we have been asked to rescue. With what each one costs and what it takes to fix.
34 pages / 22 minRead
IndiaThe Inversion
When labour is not the largest line on the sheet, displacing it is not an argument that survives a capital allocation meeting. What replaces it, and why knowledge retention is the underweighted case.
28 pages / 18 minRead
MeasurementWhat Is Actually Load-Bearing
Which deployments are carrying real weight in a P&L, which are running because somebody bought them, and what distinguishes the two. Fieldwork is under way across India and the United States.
In preparationPreviewEvery paper can be read in full on this site and downloaded. No form, no gate, no email capture. If it is worth writing it is worth reading without a transaction.