Applied AI Studio Est. MMXXVI · London / Hyderabad
N 51°30′ W 0°07′ 57.3°F · Swell 1.2m SW

Intelligence,
shaped like water.

An applied AI studio building bespoke AI systems: product configurators, internal tools, scoring engines, and local-first agents. Practical work that ships and gets used.

Built with
Claude
Next.js
FastAPI
Blender
Three.js
Supabase
n8n
KiCad
What we build

Fewer projects.
Deeper currents.

We take on a small number of builds at a time and see each one into daily use. This is the kind of system we make, not a list of everything possible.

01 · Product

Bespoke product configurators with live 3D, shaped to a single catalogue. Customers build the exact variant they want and watch it take form before it exists.

Your whole catalogue, configurable.

3D Commerce
02 · Design

A reference image or a rough idea becomes a usable 3D model and a clean CAD handoff.

Sketch to 3D.

Design Automation
03 · Operations

Admin panels, ops dashboards, and internal tools that move a business off fragile spreadsheets without taking the spreadsheet away. Import the Excel, work cleanly, export it back validated.

The work your spreadsheet is doing badly.

Internal Tools
04 · Reasoning

Scoring and matching engines with hard rules, tiebreaks, and a full record of why each result ranked where it did.

Decisions you can audit.

Decision Logic
05 · Media

Headless Blender pipelines that turn CAD into photorealistic stills and turntable video. Hands-off, repeatable, no render farm.

Studio renders, no studio.

Rendering Pipelines
06 · Agents

Multi-agent systems built local-first, so your data and your models stay on your machines with no cloud dependency.

Agents that run on your hardware.

Local-First AI
Demo

Soon: shape one yourself,
right here.

An interactive build, live in the page. In progress.

configurator · coming soon
Studio

Small by design.

STOA AI is a small studio. We take on a short list of builds at a time and stay on each one until it is running in daily use, not parked as a pilot. You work directly with the person building the system.

Tweaks STOA