Applied AI Studio Est. MMXXVI · London / Hyderabad
N 51°30′ W 0°07′ 14°C · 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 Configurators

Your whole catalogue, configurable.

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.

3D Commerce Discuss a build →
02 · Design Automation

Sketch to 3D.

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

Image to CAD Discuss a build →
03 · Internal Tools

The work your spreadsheet is doing badly.

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

Admin & Ops Discuss a build →
04 · Scoring Engines

Decisions you can audit.

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

Decision Logic Discuss a build →
05 · Rendering Pipelines

Studio renders, no studio.

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

CAD to Render Discuss a build →
06 · Local-First Agents

Agents that run on your hardware.

Multi-agent AI systems built local-first, on premise or on a single workstation, so your data and your models stay on your machines with no cloud dependency.

On Your Hardware Discuss a build →
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.

Process

How we work.

You send a brief. If it fits, we reply with questions, then a fixed scope and a price. We build in short cycles you can see, and we stay until the system is in daily use. No discovery phase theatre, no deck. If it does not fit, we say so and suggest who to ask instead.

Tweaks STOA