Problem
AI tools are being added to daily work, but most teams do not have a simple way to judge time saved, quality risk, or automation readiness.
Testing
AI Workflow Scorecard
Teams want a fast way to decide which AI workflows are worth automating.
Proposed solution
A short scorecard could help users audit one workflow, identify weak spots, and decide whether to automate, improve, or leave it manual.
Validation goal
Collect waitlist signups and messages from people who want to score one real AI workflow.