Topic
Why now, and the operator's view
What changed in model cost and capability that makes this work now, how the operator's role changes after automation, and what the adoption data says by company size.
12 August 2026
The AI adoption gap by company size, and the mid-market's advantage in time to production
Adoption rises with firm size, not the reverse. The mid-market starts behind on the headline rate and can close it fast, because the path from decision to a working deployment is short.
31 July 2026
What the operator's role becomes after the manual work is automated
When an assistant compresses the experience curve, the residual human work moves toward judgment, exceptions, and oversight. The labor economics says this is measurable, and it tells you who to hire and how to train.
15 July 2026
What changed in model cost that makes this work now
The make-or-buy math on automating a document-heavy process flipped because the unit cost of running a model collapsed, not because any one capability arrived. Here is what a non-technical operator should take from the cost curve.