What problem is being solved and for whom?
Automation without a measured need can optimize the wrong outcome.
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Current learning moveUse
Turn an idea into a decision, checklist, map, agreement, or plan.
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Practice tool · automation decision
Plan for this page
When to use it
What you will make
Automation without a measured need can optimize the wrong outcome.
Ambiguous, changing, social, or exception-heavy work may resist fixed automation.
Error type, affected people, rights, privacy, security, and feedback loops determine consequence.
Rollback differs for a draft, sent message, payment, denied opportunity, or public claim.
A pilot needs success, harm, stop, ownership, and alternatives.
Reusable result
This tool does not authorize deployment or calculate return on investment. Domain, worker, security, privacy, accessibility, legal, procurement, and affected-person review may be required.
Use a sanitized process description. Do not enter employee, third-party, applicant, patient, security, contract, or incident data.
Sources and scope
Supports contextual mapping, risk, governance, human oversight, monitoring, and accountability; it is voluntary guidance, not certification.
Supports role-, context-, risk-, and affected-person-aware AI literacy in the EU context; legal applicability is date- and jurisdiction-sensitive.