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AI Integration

:::info Source Sourced from services/enrollment-service/AI_INTEGRATION.md in the documentation repo. :::

1. Scope​

No direct AI in enrollment-service. Two passive touchpoints:

  1. AI-suggested enrollments (via assignment-service; enrollment just receives events).
  2. AI-driven retention nudges (analytics-service) reference enrollment data.

2. Data Exposed to AI Consumers​

  • Aggregate enrollment counts per course / cohort.
  • Enrollment state transitions for retention models.

3. Safety​

  • Actor IDs hashed before analytics firehose.
  • noTrain on downstream providers.

4. Provenance​

N/A (no AI generation here).

5. Bias​

  • Enrollment data is neutral input; bias concerns live with consumers (analytics AI).

6. Right to Explanation​

  • Learners can see why they are enrolled (source.kind) — "purchase order ord_…", "assignment A-123", etc.