We build AI products end to end and run them in production.
Music discovery that learns from every save and skip.
SongScroll is a subscription iOS app with two ways in: an infinite grid of AI recommendations and a vertical feed of 30-second previews.
A discovery dial sets how far from your taste it reaches, from Familiar to Insane. The recommender learns online, so every save and skip changes what comes next.
5.0 on the App Store
Every event gets its own app. Attendees open it from a link.
Bira is a multi-tenant event platform. Each event runs on its own subdomain with an installable web guide: the map, the lineup, announcements and a moderated photo feed.
Organizers upload the schedule PDF they already have. An AI import turns it into a structured schedule, which they check before it goes live.
African Street Festival
A festival of an estimated 50,000 attendees.
Same character, every shot.
Keeping a character consistent from one shot to the next is the hard problem in AI video. Qamba Studio is built around it.
Staged LLM director agents plan each shot. ComfyUI and MiniMax render the takes. A vision model reviews every take before it reaches the edit.
LLM director agents
ComfyUI and MiniMax
A vision model checks every take
Each product starts as a written spec. Autonomous coding agents take tickets from there to a release, through automated test gates and a human approval. One command runs the whole path.
Tests review the code. A vision-model judge reviews the video. Live engagement data reviews the marketing, through HELM, our multi-brand marketing system.
How a change moves from spec to release, and back:
Give it a list of ideas. It researches each one, scopes it, builds the MVP, makes the marketing assets, connects ads, socials and analytics, and ships to the app stores.
SongScroll and Bira both shipped with the build fully autonomous. Research and go-to-market are still run by hand.
Next: closing that loop.
Agents build the MVP from the spec, behind test gates and a human approval. SongScroll and Bira were built this way.
Four internal apps, one for each job the studio repeats. Every one has an assistant that reads first and asks before it changes anything.
Takes a request from ask to release. Agents plan the work, fix it and review it, and a person approves before anything merges or ships.
Marketing for every brand from one place: brand DNA, campaigns, product photo shoots, a posting calendar and measured results. Drafts post only after approval.
Legal work for each venture: answers that cite the venture’s own saved documents, drafts from licensed templates, and reviews kept beside the originals.
The studio’s books: every entry with its source, budgets held before work starts, and provider usage set against each venture’s revenue.
Humans stay in the loop on anything client-facing or that spends money.
