Predictive analytics
Healthcare
Patient analytics, resource forecasting and clinical data pipelines for multi-site NHS environments.
Read moreSenior-led AI consultancy · Cardiff, WalesIntelligence from Wales,
Intelligence from Wales,
Innovation for the World.
Three directors, thirty-two years between them, building AI and data systems that hold up in production for mid-market businesses across the UK.
What we doWe build AI that survives
We build AI that survives
contact with production.
AI models are our speciality
Model design, training and evaluation, built for production from day one rather than left in a notebook.
Data engineering done properly
Pipelines, warehouses and analytics that stay clean, fast and dependable as your business scales.
Software that carries the AI
Director-led, maintainable systems around your models: APIs, interfaces and integrations.
Governance without the friction
Audits, monitoring and assurance that keep your AI honest, compliant and explainable.
Where our work sits.
AI & Machine Learning
Data Engineering
Custom Software
We stay past launch.
From the first workshop to the production deploy, the same three directors, end to end.
Most AI projects fail between prototype and production. We exist to close that gap.Why we started Cymrai
Sector experienceWhere we have
Where we have
done this before.
Much of our work is under NDA, so we describe it by industry rather than by client name.
Demand forecasting
Retail & E-Commerce
Demand forecasting, inventory optimisation and customer behaviour analytics for retail operations.
Read moreDocument intelligence
Public Sector
Document intelligence, cross-dataset analytics and data governance for government bodies.
Read moreReal-time risk
Financial Services
Credit-risk APIs, real-time anomaly detection and low-latency model serving for FinTech and lending.
Read moreWays to work with usThree ways to start,
Three ways to start,
depending on how far along you are.
01
AI Audit
- Current-state assessment
- Data readiness review
- Governance & risk report
- Prioritised roadmap
02
Pilot Build
- Scoped production pilot
- Director-led delivery
- Live in weeks, not years
- An honest go / no-go at the end
03
Partnership
- Ongoing senior team
- Models, data & software
- Training for your people
- Long-term accountability
Featured
Our directors, in the University of South Wales film on building with AI.
What will AI look like for your business next year?
Whether you have a project in mind or are still working out what AI could do for you, the first conversation costs nothing.
with a director
32
Years of combined director experience
3
Directors on every engagement
2024
Founded in Cardiff, Wales
USW
Part of USW Startup Stiwdio