Use Cases

Media Generation

Image, video, and audio at fleet scale.

Daily image, video, and audio pipelines — Nano Banana, Veo, Sora, ElevenLabs, Whisper — wrapped in one router with brand-pack guardrails. Used to generate every IAD, AAD, and VAD output across the fleet.

  • Image · Video · Audio behind one interface
  • Brand style packs enforced per output
  • Bulk daily renders + per-asset retry + audit log
Why

Most teams hire one freelancer per modality and never catch up to demand. A generation pipeline closes the gap — same daily cadence for stills, motion, and voice, and the cost drops 10× the moment routing is live.

How
  • Map daily needs to providers: Nano Banana / Gemini Imagen for stills, Veo / Sora / Runway for video, ElevenLabs / Voxtral / Whisper for audio
  • Wrap each provider behind one router + brand style pack
  • Schedule daily IAD / VAD / AAD jobs with retries and audit logs
Proof
Videos rendered
1,000+
Images shipped
thousands
Modalities live
image · video · audio
Media generation — three modalities, one router
Shared brand guardrails per modality
Hover or tap a node to see details.
FAQ
Can I run one modality without the others?
Yes — each modality engine (IMAGAI, VIDAI, AUDIOAI) stands alone. The router only matters when you want cross-channel content packs from one brief, not single-modality work.
How are brand guardrails enforced across image, video, and audio?
The same style pack feeds all three engines. Palette and voice tokens have modality-specific representations but share a single source of truth — change one, change all three.
What's the smallest piece of work this is worth running?
One brief that needs at least two modalities. A single image is faster done directly; routing earns its keep on content packs where consistency matters most.
In production
  • xmas product heroes — 35 in one batch

    Runware-FLUX rendered, S3-uploaded, Mongo-patched — full batch in one POM.

    See it
  • VAD — 1,000+ shorts

    Daily VAD pipeline has shipped 1,000+ short-form videos to YT/TikTok/IG.

    See it
  • AUDIOAI — 200+ hours

    TTS-rendered, Whisper-transcribed, fully searchable. Powers daily AAD across the fleet.

    See it