AI & AUTOMATION

Designing automation that keeps people in control

Useful automation makes work easier without making the system harder to understand.

01

Start with a bounded workflow

Choose a specific process, identify its inputs and outputs, and decide what successful behavior looks like. Give the system only the access it needs to do that work.

02

Make action visible

Record the steps an automated workflow takes. Show the relevant sources and make errors understandable. When the system is uncertain or the action is consequential, route the decision to a person.

03

Design for recovery

Plan for unavailable dependencies, unexpected outputs and partial completion. Build a way to pause, retry or reverse appropriate actions. Monitoring should help the team understand how the workflow behaves over time.

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