Computer Vision
Models that read people, motion and events in continuous video, and explain what they see.
View projectResearch-driven applied AI lab
Practical AI
for complex
business
We research, build and integrate intelligent systems that run inside real businesses: forecasting models, computer vision, and agents that act under human control.
Fig. 01 — Observation → Structure
What we do
Six domains, one method. Select a card to see the project behind it — research, prototype or shipped product.
Financial Intelligence
Forecasting models built on market history. Our dairy system reads GDT auction data and prices the next auction.
View projectMolecular & Spectral AI
Inferring chemical properties and candidate structures from spectra: what the instrument records but can't interpret.
View projectMedical AI
Finding early signs of disease in pathology and medical images, with annotation by practising clinicians.
View projectTrusted Infrastructure
A working prototype for digital assets: issuance, lifecycle and permissions, designed to be audited.
View projectEnterprise Integration & Agents
Wiring AI into the systems you already run — integration first, then agents that act, always with a human signing off.
View projectPrototypeHuman Movement Intelligence
Computer vision for human movement: exercise form, rehabilitation and multi-person activity, tracked in ordinary video rather than a lab. The system explains its feedback instead of just scoring.
Live productDairy Market Intelligence
A dairy client provides historical GDT (Global Dairy Trade) auction data; our models forecast the likely price range for each product at the next auction and recommend positions to hold. The same approach carries to asset management and other forecasting problems. The client sees the reasoning behind each forecast, and owns the models.
ResearchSpectral Inference for Chemical Analysis
Research into how machine learning can infer chemical properties and candidate molecular structures from spectral observations.
ResearchComputational Pathology & Medical Imaging
Detecting anomalies and early signs of disease in pathology images, on an annotation platform built with specialists. Any clinical use requires local data partnerships and independent validation.
PrototypeRWA Infrastructure Prototype
An experimental prototype for asset digitisation: lifecycle, permissions and audit trails, designed for regulated use.
View the RWA demo →Active R&DEnterprise AI · Project Management & Risk
Connecting AI to the software, data and workflows a business already has, then letting it act: controlled agent workflows, plus applied research on AI for project delivery and organisational risk. Permissions and audit are part of the design, not an afterthought.
Where we stand
Clear about what we are — and what we are not.
We are not
We are
AI demos built to impress
working systems in daily use
a generic AI consultancy
a research-driven applied AI lab
software outsourcing
the full build — from problem and research to system
black-box automation
systems you can inspect, question and override
here to replace professionals
here to strengthen their judgement and execution
The direction
Practical today, agentic tomorrow.
The next generation of software won't just answer. It will act.
We're building toward that in steps — each one useful on its own, each one still under audit and human control.
AI Integration→Vertical Copilot→Controlled Agents→Agentic Systems
From research to working intelligence.
Tell us what you’re trying to solve. We’ll give you a straight answer on whether we can help.
Start a conversation →