Industries we serve
Built for the world's data-intensive industries.
Mission-critical AI and data engineering for the sectors where production-grade delivery is hardest, and where an audit trail is not optional.
Where we deliver
Regulated, high-stakes markets.
Deep operating knowledge of four sectors. Your regulators, your data, your challenges, not a generalist's first attempt at them.
01 / 04
FinTech
On the rail, behind the licence.
Real-time payments, embedded finance, fraud intelligence and open-banking data platforms. We work in the high-throughput, low-latency systems where a millisecond and an audit trail both matter.
What we deliver
- Real-time payments and settlement platforms
- In-flight fraud detection and scoring
- Open-banking data integration
- Embedded-finance data fabric
02 / 04
Banking
Modernise the core, ship on the edge.
Core modernisation, regulatory data delivery, credit-risk AI, and the digital banking experience layer that sits on top of all of it, delivered incrementally rather than as a big-bang cutover.
What we deliver
- Strangler-fig core modernisation
- Regulatory and risk data delivery
- Credit-risk and decisioning AI
- Digital banking experience platforms
03 / 04
Insurance
Decisions that hold up under scrutiny.
Claims automation, underwriting AI, policy data governance, and compliance reporting frameworks built to hold up under regulator scrutiny, with every decision grounded and auditable.
What we deliver
- AI claims triage and automation
- Underwriting and pricing models
- Policy data governance
- Compliance and regulatory reporting
04 / 04
Technology
Ship intelligence to your customers.
AI-powered product engineering, MLOps at scale, cloud-native transformation and the operational practice that keeps it all running, for the platforms your own customers depend on.
What we deliver
- AI-powered product engineering
- MLOps platforms at scale
- Cloud-native transformation
- SRE and managed operations
05 / 04
Oil & Gas
Complex energy data, made usable in near real time.
Trading, production and market data at volumes and speeds that break generic tooling. We build the low-latency engines and embedded analytics that make energy data usable at the moment it matters.
What we deliver
- Near real-time energy analytics platforms
- Low-latency query and BI engines
- Embedded analytics with enterprise RBAC
- Trading and production data integration
06 / 04
Utilities
From reactive to preventive, with the data you already have.
Forecasting, asset intelligence and natural-language access to operational data across power, water and networks, built to move regulatory outcomes rather than to look good in a demo.
What we deliver
- Risk and demand forecasting models
- Natural-language access to existing BI estates
- Asset and maintenance intelligence
- Regulatory outcome reporting
Why it matters here
Engineering discipline where it is hardest.
In regulated, data-intensive sectors, the gap between a demo and a system you can defend to a regulator is everything. That gap is where we work.
FAQ
Common questions.
- Why focus on regulated industries?
- Because production-grade AI is hardest where data is sensitive and decisions must be auditable. FinTech, Banking, Insurance and Technology are where engineering discipline separates a demo from a system you can defend to a regulator.
- Do you understand our compliance landscape?
- Yes. We build with governance, lineage and auditability from day one, designed to clear internal risk and external regulators across UK and European frameworks.
Let's talk
Working in one of these sectors?
Tell us the problem. A senior engineer who knows your regulators will be on the call from day one.