Zarif Automates

4-page PDF · about 10 minutes

The 10-Minute AI Quick-Win Finder

Choose one small, safe AI experiment to run this week. Score a recurring task and leave with one low-risk AI experiment, a success measure, and a stop rule.

What is inside

  • A five-task inventory and six-factor scoring worksheet
  • Risk deductions for sensitive, regulated, or irreversible work
  • A smallest-useful-test plan and three-run experiment log

Safety notes

  • Use non-sensitive inputs in an approved tool.
  • Keep a person responsible for review and the final action.
  • Stop when the output is hard to verify or the risk outweighs the learning.