Public benchmarks look nice. Your pilot data decides if the product works.
Check early
On interviewers and call analytics, we validated outputs before they moved downstream. Annotation rules had to be repeatable. Privacy was not optional with multi-country teams.
Follow me to keep in touch
Notes on shipping AI and web products. What worked, what broke, and why.
