// AI consultancy · sensors · robotics · embedded
AI that understands the physical world
We turn noisy, real-world data into AI you can actually deploy — closing the gap between an impressive demo and a system that holds up against real sensors, safety constraints and the factory floor.
// capabilities
What we do
- 01
Real-world sensor & signal AI
Turning noisy sensor, acoustic and fibre-optic data into reliable, real-time insight.
- 02
Computer vision & perception
Detecting, tracking and making sense of the world from images and video — built on deep computer-vision research.
- 03
Robotics & embodied AI
AI that perceives and acts in the physical world — from quadruped robots to autonomous vehicles.
- 04
Embedded & edge deployment
High-performance C++ and embedded software that runs AI on real devices, not just in the cloud.
- 05
Bespoke ML applications
End-to-end systems — data pipelines, models, web UIs and integrations — built around your workflow.
- 06
LLM & generative AI advisory
Pragmatic advice and implementation for large language models and generative AI.
Worked alongside
Partners and collaborators from across our projects, including the Flourish consortium.
// featured work
Selected projects
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Creative Industries / Mixed Reality
Mixed-Reality Interactions
Introspect — a mixed-reality installation accompanying live performance, where AI watches the audience and grows the virtual scene in real time in response.
Client ProjectCollaborationResearch -
Railway Infrastructure / Fibre-optic Sensing
Distributed Acoustic Sensing
Consultancy and development for a DAS-based sensor package that interprets acoustic signals from fibre-optic cables to monitor railway infrastructure across many kilometres of track.
Client Project -
Robotics / Embodied AI
Dog-Bot Quadruped Robot
A lightweight, agile quadruped robot platform built for in-house research into embodied AI — how AI systems perceive, interact with and navigate the real world. It was later offered as a product under the React Robotics brand, aimed at fellow AI researchers.
In-House ProjectProductResearch
Have real-world data and a hard problem?
Tell us what you're trying to build. We'll tell you honestly whether AI is the right tool — and how we'd approach it.
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