How to Migrate Between Automation Platforms

How to Migrate Between Automation Platforms

Migrating from one automation platform to another is a common need driven by pricing changes, feature requirements, team growth, or platform consolidation. As of 2026, no automation platform offers automated migration -- workflows must be manually recreated on the target platform. A structured migration process typically takes 2-6 weeks depending on workflow count and complexity.

Step 1: Audit Existing Workflows

Before migrating, create a complete inventory of current automations:

• List all workflows -- Export or document every active workflow, including its trigger, actions, filters, and frequency.
• Classify by importance -- Tag each workflow as critical (revenue-impacting, customer-facing), important (internal ops), or low priority (nice-to-have, informational).
• Identify dormant workflows -- Most accounts contain 20-30% dormant workflows that have not executed in 60+ days. These can be retired rather than migrated.
• Document dependencies -- Map which workflows depend on each other (one workflow triggers another) and which share data sources or destinations.
• Record data mappings -- For each workflow, document the field mappings between source and destination apps. These mappings must be recreated on the target platform.

Step 2: Evaluate the Target Platform

Before committing to migration, verify that the target platform supports all required functionality:

• Integration coverage -- Check that every app used in current workflows has an equivalent integration on the target platform.
• Feature parity -- Verify that conditional logic, filters, data formatting, and error handling work equivalently. Platforms handle these differently.
• Pricing alignment -- Calculate costs based on actual execution volume, not tier names. Operation counting methods vary between platforms.
• Authentication -- Re-authenticate every connected app on the target platform. This often requires admin access to each service.

Step 3: Prioritize and Plan

Migrate in phases rather than all at once:

• Phase 1 -- Rebuild critical workflows first (typically 10-20% of total workflows but 80% of business impact).
• Phase 2 -- Migrate important internal workflows.
• Phase 3 -- Evaluate low-priority workflows for retirement or migration.

Assign each workflow an estimated rebuild time. Simple trigger-action workflows take 15-30 minutes. Complex multi-step workflows with conditional logic take 1-3 hours. Workflows requiring custom code or API configurations may take a full day.

Step 4: Rebuild on the Target Platform

Recreate each workflow on the target platform:

1. Set up the trigger with the same event source and configuration.
2. Rebuild each action step, mapping fields according to the documentation from Step 1.
3. Add filters, conditions, and error handling to match the original logic.
4. Test with a sample input to verify correct execution.
5. Compare the output against the original workflow's output for the same input.

Key differences to watch for between platforms:

• Data formatting -- Date formats, number handling, and text encoding may differ.
• Error handling -- Some platforms retry automatically; others require explicit retry configuration.
• Rate limiting -- Execution timing and throttling vary, which can affect integrations with rate-limited APIs.
• Conditional logic -- Path/branch syntax differs significantly between Zapier, Make, n8n, and Power Automate.

Step 5: Run in Parallel

Run both platforms simultaneously for 1-2 weeks before decommissioning the original:

• Enable the new workflow on the target platform.
• Keep the original workflow active but add monitoring (Slack notification when it fires).
• Compare outputs from both systems to verify the new workflow produces identical results.
• Investigate any discrepancies before turning off the original.

Parallel running doubles the execution costs temporarily but prevents data loss or missed triggers during migration.

Step 6: Decommission and Clean Up

After parallel validation:

• Disable (do not delete) original workflows. Keep them as reference for 30 days.
• Revoke API keys and authentication tokens on the original platform.
• Update documentation to reflect the new platform.
• Cancel or downgrade the original platform subscription.

Editor's Note: We migrated an agency from Zapier (127 Zaps) to Make over 5 weeks. Of the 127 Zaps, 34 were dormant and deleted, 71 mapped directly to Make scenarios, and 22 required redesign due to Make's different error handling approach. Total downtime: zero -- we ran both platforms in parallel. Cost savings: $840/month after migration.

Common Migration Paths (as of 2026)

Key Takeaways

• No automated migration tools exist between major platforms as of 2026.
• Expect 20-30% of workflows to be dormant and eligible for retirement.
• Budget 2-4 weeks for a typical migration of 50-150 workflows.
• Always run platforms in parallel before decommissioning the original.
• The largest hidden cost is re-authenticating every connected service on the new platform.