Quaternion Studios — Applied AI & Interactive Engineering

We are the few
in the middle.

A quaternion rotates through a dimension you can't see — the axis between the real and the imaginary. That's where we work: building intelligent systems and interactive experiences most people never notice are possible.

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What we do

From applied AI to real-time 3D, shipped to production

01

Applied AI & LLMs

Retrieval, semantic search, and multi-agent systems paired with real domain solvers — AI that reasons against ground truth.

02

Real-time 3D & WebGL

Three.js, WebGPU, GLSL, WASM — configurators, BIM tools, and visualizations rendering thousands of elements at speed.

03

Data Visualization

Large, messy datasets turned into fast, interactive, GPU-accelerated views that stay responsive at scale.

04

Systems & Infrastructure

Production backends under load — transaction engines, knowledge graphs, distributed processing, cloud automation.

05

Engineering & CAD

Constraint-aware CAD editing, BIM/Revit pipelines, and automation that turns hours of manual work into minutes.

06

Research & Prototyping

Fast 0→1. Read the relevant work, build the smallest thing that proves it, ship it — in days, not quarters.

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Selected work

Systems we've shipped

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About

A focused team of ML engineers and researchers

A boutique AI lab based in Texas, working at the intersection of cutting-edge research and practical application — academic rigor with startup speed.

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Contact

Have a hard problem?

Tell us what you're solving — applied AI, real-time 3D, or the systems underneath. We read every message.

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