Blog
18 ways teams waste money on AI
Most AI waste comes from ordinary habits. 18 examples, what each one costs, and the fix for each.
Token usage is the wrong way to measure AI ROI
Token usage became the default way to show AI is working. It measures cost and effort, not return. What to measure instead.
Why almost nobody can forecast their AI bill
Only 11% of companies can forecast AI costs within 10%. Why the number keeps moving, and what the teams that hit their budget do differently.
How to pick the right AI model for each task
Newer and cheaper per token doesn't mean cheaper per task. How to match each kind of work to the right model, and how to prove it.