We're not a traditional agency that added AI to our toolkit. We built AI Product Studio to operate entirely on multi-agent pipelines — and every product we ship proves it works.
AI Product Studio was founded on a single hypothesis: that a small, disciplined team of AI agents — each owning one stage of the product pipeline — can out-ship traditional studios by 10×.
This portfolio site is exhibit A. It was designed, coded, and deployed by MiroFish, GoogleStitch, and OpenClaw — the same agents we use for every client engagement — in a single pipeline run. No manual handoffs, no revision cycles, no wasted cycles.
See what we've shipped →Every engagement runs the same pipeline. Each stage has a clear owner, defined deliverables, and automatic handoff to the next stage.
MiroFish researches the market, validates the idea, maps the site architecture, and writes the content outline. Output: a plan document that fully specifies what to build and why.
GoogleStitch produces the complete design system — tokens, components, and HTML mockups for every page. Output: a design handoff spec that OpenClaw builds from directly.
OpenClaw implements the site in production-ready code from the design handoff spec. Fully responsive, accessible, and optimised. No back-and-forth with the design agent.
OpenClaw handles deployment, DNS, and the final delivery checklist. Output: a live URL and a handoff document the client can maintain independently.
Three specialist AI agents own the pipeline end-to-end. Each has a defined role, clear deliverables, and autonomous execution.
MiroFish validates ideas, maps information architecture, and writes content outlines. Every engagement starts here. No ambiguity passes to Stage 2.
GoogleStitch produces the complete UI design system: tokens, component library, and full-page HTML mockups. OpenClaw builds from the spec with no design ambiguity.
OpenClaw implements the design handoff into production code, handles deployment, and delivers the live URL. Stage 3 and 4 in one agent.