Leeds has quietly become the largest financial and legal centre in England outside London, with a health-technology cluster and a retail head-office community to match. The AI work that matters here is operational and regulated: documents, decisions and customer processes that have to be right the first time.
We run Leeds engagements with on-site discovery and integration days and remote build work in between. Leeds is just over two hours from our Edinburgh office by train, so a senior consultant can be in your Wellington Place or Thorpe Park office for a morning workshop without it becoming a project in itself.
The organisations we suit in Leeds are the ones with a regulator or an auditor in the room: banks and building societies, law firms, insurers, NHS-facing health-tech companies, and the large retailers headquartered in the city. They need AI that leaves a trail, not a chatbot.
Three things to look at before you book, each with the detail a regulated Leeds firm will want.
Incoming mail is classified, documents are read into structured fields with confidence scores, and staff sign off on every action that matters. Built for a lender’s compliance team; directly transferable to Leeds banking and insurance operations.
Read the case study →Four milestones on time, no real patient data in development, clinicians in control of every code. A useful reference for any Leeds health-tech firm selling into the NHS.
Read the case study →Two University of Edinburgh professors lead the technical work; our head of engineering built industrial machine learning at Amazon for a decade. Those are the people on your Leeds project.
Meet the team →Four sectors where the West Yorkshire economy and the kind of AI we build meet.
Leeds hosts a dense cluster of retail banking, mutual lending and insurance operations. We build document intelligence for applications and claims, knowledge systems over policy and product material, and agents that prepare decisions for a person to approve, with the evidence trail a conduct-risk team expects.
The city’s national law and accountancy firms run on precedent, matter files and expertise held in documents. We build permissioned retrieval that answers with citations to the firm’s own material and drafting assistants that respect matter-level confidentiality, so nothing crosses between clients.
Leeds is home to NHS England’s digital arm and a health-technology community that sells into it. We have built clinical documentation and coding systems under NHS information governance, without real patient data, and we bring that discipline to health-tech products that need to pass the same tests.
Several of the UK’s largest retailers run from Leeds. We build demand and capacity forecasting that respects seasonality and promotions, customer-service agents that resolve the routine and escalate the rest, and document handling for supplier and compliance paperwork.
Each capability has its own specialist page. In Leeds the demand centres on regulated document work, knowledge systems for professional firms and forecasting for retail operations.
Applications, claims, contracts and compliance forms read, checked and filed into your systems, with confidence scores that route anything uncertain to a person. Built for the volume of a Leeds lending or insurance operation.
Search and question-answering over a firm’s own corpus with client-level permissions, measured retrieval quality and cited answers. Designed for legal and accountancy confidentiality.
Demand, capacity and risk forecasting from the data you already hold, with uncertainty your planners and finance team can act on.
Agents that work a queue inside your CRM or policy system, with explicit permissions and human approval on consequential actions, tested against real cases before rollout.
Test sets from your real cases, drift monitoring and the evidence pack a conduct-risk team or clinical-safety officer will ask for. Usually the gap between a Leeds pilot and sign-off.
Banks, building societies, insurers and law firms in Leeds cannot route client data through an external AI service and call it compliant. In 2026 they do not have to. Open-weight models now match hosted ones on the document and language tasks these firms care about, and running them inside your own boundary costs less at sustained volume than a metered API.
We adapt the model to your domain, put the retrieval index and the evaluation harness alongside it, and deploy the whole system where your policy says it must live. The audit trail is yours, the data never leaves, and your compliance team can inspect every component.
The model, its index and its monitoring on servers you control, in Leeds or at your colocation provider. For firms whose client records cannot leave their estate.
A single-tenant environment in a British region, keys and access held by you, for residency and audit requirements without buying hardware.
Deployed in the cloud account your security team already runs, so it inherits your identity, logging and change control instead of adding a perimeter.
One morning at your Leeds office with the people who run the process and whoever answers to the regulator for it. We come out with a ranked list of candidate workflows and one named owner.
Inside a month we have a working system on your own files, scored against a held-back set of genuine cases so the gain is a number, not an impression.
We connect to the platforms your operation runs on, put approvals and logging where FCA, SRA or clinical rules expect them, and assemble the evidence pack before anyone asks.
Your people are trained, the runbooks are written, and we remain on call for the early weeks. The system belongs to you.
Fixed duration, senior-led, written deliverable. Designed to pass a finance or risk committee in one conversation.
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