Summarize → Validate → Translate incoming documents end-to-end.

Classify incoming requests and route to the appropriate downstream agent.

Detects failed sessions and retries them with fallback configuration.

Refreshes vector embeddings for all active datasets nightly.

Runs sentiment scoring on user feedback batches before reporting.

Validates agent outputs against compliance rules before delivery.