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Custom Insight Custom Model (AML v2) fails to activate IntelligenceAmlProcessor

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When running a Custom Model (AML v2) prediction from Customer Insights (CI), the workflow fails during activation, and we don’t see any corresponding AML job in Azure ML Studio.
Intelligence workflow Id 'xxxx5fe3-xxxx-48a9-xxxxx-5120xxxx0224' failed for instance Id 'xxxx5ea9-xxxx-xxxx-9d92-xxxx0d4084e8'.
Reason: An exception was thrown while activating Microsoft.Customer360.Intelligence.Implementation.Processor.IntelligenceAmlProcessor.
We’ve validated output path/datastore/schema and understand that CI should only integrate with published AML batch pipeline endpoints (not Real-time endpoints). However, the workflow still fails before any AML job appears.

What We’ve Already Checked

- Output path matches AML job output exactly (as parameterized in the pipeline endpoint)

- CSV schema aligns with CI output mapping.

- No incremental refresh sources are used by this CI custom model.

- We’re using a published AML pipeline endpoint (not an Online endpoint); inputs are marked Set as pipeline input.

Has anyone else run into this activation error referencing `Microsoft.Customer360.Intelligence.Implementation.Processor.IntelligenceAmlProcessor` when triggering a Custom model (AML v2) from Customer Insights? If you’ve resolved it, I’d appreciate knowing what fixed it (identity/RBAC, region alignment, networking, or pipeline endpoint setup).

Thank you in advance!

     
I have the same question (0)
  • Michael E. Gernaey Profile Picture
    53,963 Moderator on at
     
    This one can be tricky because you have a laundry list of things that can be the problem.
     
    1. Networking issues
    2. Security or Roles Issues
    3. Type of Pipeline and how its called
    4. Configuration of the inputs, outputs and end points
    5. Location, location, location
     
    Can you say for certain that everything is in the same location (region, subscription etc), proper networking configurations including open ports, if you have any custom, VPN or private endpoints. There are other configuration items too, but it would be good if you can outline your end to end configuration so we can see the pipeline, the roles, security settings etc.
     

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