AI Services

AI Applied is a UK software studio. We build artificial intelligence systems that go into production and stay there, for organisations that need working software rather than another strategy document. This page is the index of what we do and where we do it.

Core services

AI readiness assessment

A fixed-fee, fixed-duration assessment scoring your data, technology, process, governance and people readiness. Ends with a prioritised use case shortlist, a recommended first project, a remediation list and an indicative twelve-month roadmap. Useful whether or not you engage us to build.

AI implementation services

Taking AI from proof of concept to production. Scoping and feasibility, a working prototype in weeks, production hardening with guardrails and audit logging, integration with your existing stack, staged rollout, then handover or ongoing support. Quoted per milestone against an agreed definition of done.

Machine learning development

Custom models where a model is genuinely the right answer: forecasting, propensity and churn scoring, anomaly and fraud detection, quality classification, routing and risk. Built simple first, evaluated on held-out data, deployed behind versioned APIs, and monitored for drift.

Data engineering

The foundations almost every stalled AI project turns out to be missing. Ingestion and integration, warehouse modelling as tested code, quality and freshness testing, lineage documentation, access governance, and pipelines that turn documents into structured records.

AI automation

Removing work that genuinely does not need a person. Inbox and request triage, document processing, drafting for human approval, data reconciliation and compliance checking, all built with confidence thresholds, exception queues and a measured before-and-after.

AI governance and compliance

The policy, documentation and control layer that makes deployment defensible. Risk classification, data protection assessments, model documentation, human oversight design, audit logging and the records you will need when someone asks how a decision was made.

Products

Idonara

Our own product work. See the Idonara page for what it does and who it is for.

Solution as a Service

A packaged way to buy delivery, support and iteration as an ongoing service rather than a series of projects.

Where we work

We work with clients across the United Kingdom. Our studio is in Glasgow and we build regular on-site time into every engagement, with travel included in our rates rather than billed as an extra.

• AI consultancy in London
• AI consultancy in Manchester
• AI consultancy in Birmingham
• AI consultancy in Edinburgh
• AI consultancy in Glasgow

How engagements are structured

Discovery is fixed fee with a fixed deliverable, so you know the cost before you start and you own something useful at the end of it. Build phases are quoted per milestone with a written definition of done. Longer programmes run in monthly increments you can stop at the end of any month. Source code, infrastructure configuration and documentation are yours in all cases.

Deciding where to start

If you already know the use case and have the data, start with a discovery for that specific thing. If the board has asked for an AI plan and nobody is sure what is realistic, start with a readiness assessment. If a pilot has stalled, start with a conversation about why, because the answer is usually data or ownership rather than the model.

Read our frequently asked questions, browse recent writing in Insights, or look at our case studies.

Talk to us

Book an introductory chat, book a longer session, or contact us with the details. Call +44 141 465 5233 or email support@aiapplied.uk.