PreFlight QC: Smart IMF Delivery
Turns media-package QC failures into grounded redelivery decisions before platform ingest, using Gemini and ClickHouse history to assess risk and remediation.
Core trick
Matches each IMF QC failure against historical ClickHouse delivery records, then has Gemini decide between redeliver and waive.