A Doha-headquartered media network put broadcast, streaming, archive and worldwide bureaus under one governance plane, ran Whale AI on its own models inside the perimeter for archive intelligence and transcription, and decomposed production cost per channel and programme.
- Zero
- External AI data exposure
- Arabic-English
- Offline archive AI
- Per-program
- Cost visibility
The situation
A Doha-headquartered global media network ran broadcast, streaming, decades of archive and worldwide bureaus across many estates — under sustained, sophisticated cyber threat, and with a professional obligation particular to journalism: newsroom material, sources and unpublished work must never reach external AI services.
What BlueWhale Stack did
One governance plane spanned broadcast, digital, archive and bureau estates, with worldwide bureaus managed as offline-tolerant edge sites under headquarters-grade policy and scanning. Whale AI ran fully inside the perimeter for Arabic-English archive intelligence, transcription and research on the network's own models, while Whalenomics cost visibility decomposed streaming and production cost per channel, platform and programme.
“The newsroom now uses AI for archive search and transcription every day, and every prompt and every document stays on our own systems. Sources and unpublished work have never left the building.”
About this case study
Anonymized — delivered engagement
Client identities are withheld under confidentiality. The challenge, the work and the outcomes are as delivered and as reported by the customer; no figures have been added.