Build
AI-ready data platforms and intelligent systems, built to last, scale and evolve.
We build production-grade data and AI platforms in complex enterprise environments — systems that work under real constraints, governed and auditable from day one. We combine advantages of AI with deep engineering expertise and rigour to accelerate time to value, with design treated as source of truth and AI-assisted coding layer operating strictly within the design's boundaries – a repeatable blueprint your organisation can use to scale AI adoption across the business.
Bespoke data and AI platforms
We design and implement scalable, secure, high-performance and future-proof data and AI platforms tailored specifically to your enterprise — end-to-end ecosystems that enable seamless data management, real-time analytics, GenAI and ML capabilities and native integrations, while ensuring cost efficiency and compliance.
Before a single line of code is written, we establish a formal design layer — typed frameworks, documented data models, defined contracts and quality controls — that every subsequent engineering decision is held accountable to. AI-assisted and human coding operates strictly within those boundaries. That rigour then runs through the full stack: data architecture and modelling, high-performance ingestion and transformation pipelines for real-time and batch processing, infrastructure as code, automated quality assurance, and — where your ambitions extend to it — agentic workflows, all built to the same standard. Our platforms are designed to serve both human and agentic consumers from day one giving you a solid, governed foundation for data products and services that can evolve as your AI ambitions grow.
The result is a trusted data foundation: automated data cleansing, curation and enrichment at scale, real-time visibility into core metrics, trends and KPIs, and actionable intelligence that empowers your teams to identify opportunities, mitigate risks and make informed decisions with confidence — fast to build, secure, scalable and future-proof.
- 30%increase in time-to-value through using our Architecture-as-a-code approach
- 1000+pre-built quality checks validating modelled data
- 300+human and agentic consumers - average audience size reached by our isight data products
Intelligent data services for legacy stack
The reality for many enterprises is that years of relevant data sits locked inside systems that were never designed to share it, at least not in real-time. Modernising your entire technical estate all at once is rarely practical or feasible, while standing still is rarely an option as it means falling further behind as AI raises the bar for what enterprise data infrastructure is expected to do.
There are things you can do you to make your existing data estate work harder — without a rip-and-replace programme and without compromising the stability your operations depend on, often buying you valuable time to plan legacy system decommission.
Our brownfield development approach focuses on adding the layers that unlock value: semantic layers across distributed data stores that enable consistent, reliable data retrieval via API endpoints consumable by both human users and autonomous agents; that you can build your data products and services on, turning raw data into decisions.
The result is an upgraded estate — delivering modern data and AI capabilities to your business and your clients, before the window closes.
- 350+datapoints available for agentic and human consumption via materialised views
- 500bespoke API endpoints successfully built and deployed
Migrations
Sixty percent of enterprise infrastructure is still on-prem, locked in legacy systems that are decades old. Whether you are moving from on-premises to cloud, transitioning between cloud providers, or modernising a legacy stack that is holding your AI ambitions back — we have the framework, the tooling and the engineering rigour to get it done.
Before a migration begins, we profile and understand your data thoroughly — its structure, quality and lineage. We design the data journey end to end, capturing complex transformations, business rules and migration logic with full transparency. Pipelines are engineered to extract, validate and reconcile at every stage, with automated integrity checks that catch issues early rather than late.
Where engagements call for it, we deploy Refinery – our proprietary AI-powered accelerator comprised of a landing zone and AI powered engine to handle intelligent data profiling, automated transformation mapping and anomaly detection at scale, making complex migrations faster and more predictable than traditional approaches.
The result is a migration that lands clean, validates automatically and leaves you with a modern, AI-ready data estate on the other side.
- 50,000+fields routinely reconciled with each migration pipeline execution
- 30%faster migrations using AI vs. traditional approach
- 20 million+customer records successfully migrated and reconciled from legacy CRM in under 3 hours
Have a project in mind?
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We've built world-class cloud-native data platforms for some of the largest enterprises in the UK. We'd love to help you too.
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