Map a repetitive task and test a safe AI-assisted workflow before relying on it.
Map the current process
Record its trigger, inputs, decisions, output, and exceptions.
Choose a low-risk pilot
Start with a draft or summary instead of an irreversible action.
Make outputs predictable
Provide examples, define a structure, and specify what happens when information is missing.
Add human review
Require approval for external messages, payments, and account changes.
Measure outcomes
Track correction time, failure cases, cost, and completion rate before expanding.
Editorial note: This guide is for general educational purposes. Verify important claims with authoritative sources before publication or action.