AI automation opportunity scan
OfficialOfficial · updated Nov 4, 2026 · v1.0.1
Scores a team's recurring tasks on frequency, time, rule clarity, and risk to find AI candidates, then picks the top 3 with a first experiment each.
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When to use it
- A team wants to start with AI and doesn't know where
- A manager has a list of recurring work and wants to pick what to try first
What you give it
- Recurring tasks with who does them
- How often and how long each takes
- Data rules
What you get
A scored, ranked task table, tasks ruled out with reasons, and 3 experiments with owner, baseline, target, and stop rule.
Changelog
- v1.0.1 · Nov 4, 2026 · Example: Slack replies at 3 minutes each score Time 2, not 1 (score 40), and the input now names the team and who does each task.
- v1.0.0 · Nov 4, 2026 · First release.
Sources
- Is It Worth the Time? - xkcd (2026-11-04)
- Building effective AI agents - Anthropic (2026-11-04)
- Artificial Intelligence Playbook for the UK Government - GOV.UK (2026-11-04)
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