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AI Media Pipeline

Multi-provider AI image and video tooling — print-ready generation, automatic QR placement into image dead-space, and an AR publish-to-deploy pipeline.

Client
Internal R&D
TakeTwo role
Backend + integration architecture
Date
2026
AI Media Pipeline

The problem

Generating usable, print-spec creative — and turning it into a live AR experience — is a dozen manual steps across a dozen tools.

The approach

A provider-abstraction layer routes across image and video models behind one interface. The imaging pipeline validates print specs (300-DPI TIFF), scores image regions to auto-place a QR badge in the dead-space, and an AR pipeline composites a chroma-keyed video and deploys a trackable marker to the edge.

Highlights

  • A provider Protocol abstracting 8 image/video models behind one interface
  • Print-spec validation (300-DPI TIFF) + automatic QR placement by dead-space scoring
  • An AR publish pipeline: chroma-key composite → trackable marker → edge deploy

Results

  • One interface across 8 AI providers
  • Automatic QR placement by dead-space scoring
  • Generation → print → AR → deploy in one flow
  • Produced the artwork and animations behind Vizualizer and Seven Seas Stickers
  • 67 passing tests

Messy, multi-vendor AI work wired into one clean, operable pipeline.