Definition
AI automation is the use of AI to perform, assist, route, generate, interpret, or decide parts of a workflow.
What this term depends on
- AI capability
- The model interprets, generates, predicts, or classifies work based on data and context, with uncertainty.
- Workflow role
- AI has a clear place in the flow, such as assisting, routing, drafting, checking, or deciding.
- Human control
- People remain accountable for boundaries, exceptions, and consequences.
Why it matters
AI lowers the cost of automation, but it also exposes unclear intent and weak controls faster.
Watch out for
- Calling an AI agent a process owner
- Using plausible output as evidence of correctness
- Skipping ownership because the workflow looks automated
Use AI automation when AI is part of the work, not just a tool beside it.
The strategic question is not whether AI can execute a task. It is whether the organization has made enough context explicit for the task to stay reliable.