AI-managed media pipeline — brand-controlled video at production speed, on-prem
An AI-managed production and publishing system — MediaManager plus an on-prem GPU visual stack — proven on Comuvia's own channels. Brand-controlled video at scale with rights, provenance, and the model weights kept in-house, not rented from a consumer tool.
Outcome metrics
- On-prem visual stack (owned Blackwell GPU)
- ComfyUI + Wan 2.2 + HunyuanVideo + Unreal NVRTX + Omniverse
- Owned channels under management
- Vision · Studio · Cinema · Social · Fashion · Johnny McCore · NewsByAI
- Workflow proof catalog
- Johnny McCore — 27-video owned music IP
- Pre-publish gate
- VLM quality/realism judge before anything ships
What it is
Comuvia Media is the owned-IP proving ground for brand-controlled AI video on Comuvia's own GPU — one of the use cases enterprises most need a Comuvia-sized vendor for, because the alternative (consumer AI tools) means handing brand, rights, and data to a third party with human-reviewer access and long retention.
The IT system behind the creative
- MediaManager orchestrates planning → generation → post → publishing across the owned channels, with a pre-publish VLM quality gate so nothing ships unreviewed.
- An on-prem visual stack (ComfyUI, Wan 2.2, HunyuanVideo, Unreal NVRTX, Omniverse on an owned Blackwell GPU) keeps generation, model weights, and footage inside Comuvia — brand-controlled, no consumer-tier data exposure.
- Governance is built in: provenance and rights stay in-house; the publishing line is AI-assisted but human-approved.
Johnny McCore — the workflow proof
The Johnny McCore music channel (27 public videos, owned IP) is the internal workflow client: it lets Comuvia test AI-assisted planning, production, publishing, and governance on a real catalog. The honest framing is owned artist/IP and back-catalog proof, not current audience traction — what it demonstrates is the system, repeatable across any brand's content.
Why it matters for a buyer
A production company or brand gets AI video at Comuvia speed with enterprise control — the throughput of generative AI with rights, provenance, and brand fit kept in-house, proven on Comuvia's own channels before it touches a client's brand.