As the Aoki Ke manga launches and expands toward anime/live action, the team needed a way to turn cultural moments—chapter drops, character reveals, city activations—into high‑fit brand partnerships and fan experiences in hours, not weeks. Traditional pipelines couldn’t keep pace with serialized releases, pop‑up collabs, and spontaneous drops.

We launched Aoki AI: a co‑creation and sponsorship engine that blends generative content with audience intelligence, grounded in Aoki Ke’s story world.

• Live Signal Graph: Ingests chapter engagement, platform chatter, geos, merch demand, and streaming spikes; identifies high‑affinity categories/brands per city and per arc (e.g., Shinagawa‑ku, school sports wins, family milestones).
• Canon‑Aware Generative Studio: Produces sponsor‑ready assets (key visuals, short edits, posters, motion panels, copy) that preserve Aoki Ke narrative consistency—style guides tied to character arcs (Mayumi’s photo books, Shotaro’s robots/baseball, Hikaru’s legacy), color theory, and panel composition.
• Dynamic Offer Builder: Scores partners by fit (audience overlap, cultural alignment, IP safety, deal agility) and auto‑assembles packages (chapter bumper placement, limited collab covers, QR‑gated digital extras, merch inserts, event signings).
• Fan Journey Mapping: Orchestrates pre‑chapter hype, launch day, and post‑chapter arcs—extending moments into multi‑week engagement and commerce.