# Advanced Multi-Step Workflows

Once you have built basic automations, the real power emerges: multi-step workflows where AI acts as the decision-making brain within the automation pipeline.

AI as a Decision Engine

Instead of rigid if/then rules, use AI to make nuanced routing decisions:

Classify this customer support email into one of these categories:
- BILLING (payment issues, refunds, invoices)
- TECHNICAL (bugs, errors, how-to questions)
- SALES (upgrade inquiries, feature requests for purchase)
- CHURNING (cancellation requests, complaints about value)

Email: {{email_body}}

Respond with ONLY the category name and a confidence score (1-10).
Format: CATEGORY|SCORE

The automation then routes based on the AI classification: - BILLING → Finance team queue - TECHNICAL → Support team with auto-generated troubleshooting steps - SALES → Sales team with customer's usage data attached - CHURNING → Customer success manager + alert to VP

Multi-Tool Workflow Example: Content Publishing Pipeline