Add AI to automation: Extract, classify, summarise and generate inside workflowsMedium - AI output needs checking where errors matter riskAI requiredExtra credits needed
Classify incoming messages or documents
Use AI inside a workflow to label or route incoming content by topic, type or category.
Where the action happens
Power Automate / AI Builder / prompts
Product or feature needed
Classification
AI required
Yes
Extra credits
Yes - AI capacity or Copilot Credits may apply
Technical skill
Medium
Risk level
Medium - AI output needs checking where errors matter
Licence dependency
Depends on Power Automate and AI features used.
Credit dependency
AI Builder or Copilot Credit capacity may apply.
UK availability
available
What it can do
- Add interpretation to a repeatable workflow.
- Pass AI output into later workflow steps.
Limitations
- AI steps can fail if capacity is exhausted or the content is difficult to interpret.
- Important outputs need validation and exception handling.
Prerequisites
- A defined workflow and sufficient AI capacity.
Notes
Generic AI automation capability.
Watch-outs for Add AI to automation
- AI steps can fail if capacity or credits run out.
- Keep exception handling and human review where errors would matter.
- Licensing and capacity detail is available in Advanced guidance.
Last checked: 2026-10-09
Disclaimer: Always follow your organisation's internal guidance and policies regarding AI usage. The suggestions in this guide have been created to the best of accuracy, but Microsoft licensing, pricing and feature availability change frequently — treat them as a planning baseline, not a procurement quote.
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