01
Start with the workflow, not the model.
Idle is for teams with too much repetitive work and not enough patience for AI theater. We like fixing the unglamorous parts because that is usually where the leverage is hiding.
Start with the workflow, not the model.
If a human handoff keeps breaking, treat it like a product bug.
A demo is nice. Production behavior is nicer.
If the system needs babysitting all day, it is not finished.
Some teams need help choosing what to automate. Others already know exactly which workflow is making everyone tired. We can start at either point. The goal is the same: make the work lighter and the system sturdier.