Services · Mobile app development · AI apps

AI apps for UK organisations that must satisfy sector regulators as well as users.

Codeeo provides AI app development UK organisations can defend in front of a regulator, an auditor or a customer complaint. We build mobile and web apps with language, vision and prediction features, and we design them around the UK's sector led approach to AI, UK GDPR as amended by the Data (Use and Access) Act 2025, and the accessibility duties of the Equality Act.

We have no UK office. Our team of 80+ in Dubai, Riyadh and Karachi works remotely with clients from Aberdeen to Plymouth, running discovery, design reviews and release demos by video call, which also suits organisations spread across several UK sites.

Built for
Multi site businesses, regulated firms, healthtech companies, public service suppliers and scale ups operating across England, Scotland, Wales and Northern Ireland.
Typical timeline
Timing is agreed after discovery confirms the data, the regulator's expectations and the rollout order, then written into a release plan.
What you own
Code, models, prompts, evaluation data, documentation, cloud tenancy and app store accounts, all under your organisation's control.
Rated
4.7 / 5 from 23 Google reviews

200+ companies servedFrom a first store to an ADX listed developer

Modon
Majid Al Futtaim
HP
Belkin
Dulsco Group
OneClickDrive
Hanayen
HMS
Clocksprings
Ghezlan

What a UK wide AI app needs

Capabilities built for national rollout and sector rules.

The UK has no single AI statute. Instead, existing regulators apply shared principles of safety, transparency, fairness, accountability and contestability within their own sectors. The ICO covers personal data, the FCA covers financial services, the MHRA covers software that acts as a medical device, Ofcom enforces the Online Safety Act, and the CMA looks at competition and consumer protection. An AI app that serves customers nationally may touch several of them at once. Cyber Essentials expectations from public sector buyers, and the security questions larger customers send, are considered in the architecture from the start.

That shapes what we build. Alongside the features users see, a UK wide app needs governance features that let you prove how it behaves: model registers, evaluation records, consent handling and clear routes to human review. The capabilities below combine both, and we select them according to your sector, your users and the nations you operate in. Cyber Essentials expectations from public sector buyers, and the security questions larger customers send, are considered in the architecture from the start.

Explain your project
  • Sector aware assistants

    Customer and staff assistants grounded in your own approved content, with guardrails tuned to your regulator. A financial firm's assistant avoids anything resembling personal advice unless authorised; a health app's assistant routes symptoms to clinical pathways; a retailer's assistant follows consumer law on pricing and returns.

    Answers stay inside the lines your regulator draws.

  • Model register and audit log

    An admin record of every model, prompt and version in use, what it is for, who approved it, how it was tested and when it changed. Each output that matters is logged against the version that produced it, ready for an internal audit or a regulator's request.

    You can show exactly what the app did and why, months later.

  • Human review and contest routes

    Where the app supports decisions with legal or similarly significant effects, users can see the main reasons, add information and ask for a person to reconsider. Review queues, deadlines and outcomes are tracked so the safeguards required for automated decision making are real rather than nominal.

    Customers can challenge outcomes and your team can respond on time.

  • Identity and age checks

    Integration with certified digital identity providers under the UK digital identity and attributes trust framework, plus age assurance where the Online Safety Act or your own policies require it. Document and face checks use providers whose data handling you have reviewed.

    Onboarding is fast and fits UK identity standards.

  • Open Banking and payments

    Pay by bank, Faster Payments, Direct Debit, Apple Pay and Google Pay, with AI used where it helps: categorising transactions, spotting affordability concerns or flagging unusual activity for review. Payment data stays with regulated providers and the app only stores what it needs.

    Payments feel familiar to UK users and stay secure.

  • Welsh and multilingual content

    Public bodies in Wales have Welsh language duties, and many UK customers prefer another language at home. We support Welsh interfaces and machine assisted translation with human review where accuracy matters, keeping a reference version for legal and safety text.

    Users across the four nations get answers they understand.

  • Clinical safety support

    For health and care apps we structure hazard logs and safety evidence to support DCB0129 and DCB0160, prepare for the NHS Digital Technology Assessment Criteria, and plan around MHRA guidance on software and AI as a medical device when your intended purpose brings the app into scope.

    NHS buyers see the evidence they expect from day one.

  • Accessible AI interfaces

    Streamed answers announced correctly to screen readers, voice input, adjustable text size and plain language summaries, built and tested against WCAG 2.2 AA. Public sector clients also need an accessibility statement, which we help prepare from the test results.

    Disabled users can rely on the AI features as much as anyone.

  • UK data residency options

    Hosting in UK cloud regions, model providers chosen for their data terms, and documented transfer assessments where any processing happens abroad. Sensitive workloads can run on open weight models inside your own tenancy.

    Procurement and data protection questions have clear answers.

  • Multi site rollout console

    Configuration by region or branch, so a feature can pilot in Leeds before reaching Glasgow or Cardiff. Usage, accuracy and override rates are compared across sites, showing where local processes or data differ.

    Rollouts proceed on evidence, one region at a time.

Who this is for

Four UK organisations that suit our approach.

Nationwide projects bring problems a single city build never meets: different legal systems in Scotland and Northern Ireland, Welsh language expectations, regional data quality, and stakeholders in several offices. The organisations below are those we are best placed to help. All of them benefit from a remote delivery model, because their own teams are already spread across the country and used to working by video call. They also tend to have central IT, data protection and procurement functions that must approve a supplier before any regional team can pilot something new, so we prepare that paperwork early.

01

National retailers and service chains

Retailers, gyms, estate agency networks and franchise groups want AI features that behave consistently in every branch. Custom AI app development UK chains commission from us typically covers customer assistants, staff knowledge tools and demand forecasting per site. We respect the Digital Markets, Competition and Consumers Act 2024 rules on fake reviews and drip pricing, and PECR rules on marketing consent, when AI writes or personalises customer messages. Head office keeps control of brand voice and policy content, while regional managers add local details such as opening times and services.

Branch managers can see and correct what the AI tells their customers.

02

FCA regulated firms and fintechs

Lenders, insurers, wealth platforms and payment firms face the Consumer Duty, SM&CR accountability and operational resilience rules. We build AI features with named owners, documented testing, fair outcome monitoring across customer groups and human review where decisions affect people's finances. If you want to use FCA support for AI testing, we can help prepare the product and its evidence. Monitoring includes checks that customers in vulnerable circumstances are not receiving worse outcomes from automated features.

03

Health, care and wellbeing providers

From private clinics to suppliers selling into NHS trusts and integrated care boards, health organisations need AI that supports clinicians rather than quietly replacing them. We plan the intended purpose carefully, since it decides whether MHRA medical device rules apply, and we design for CQC expectations on safe care when the app is used in a registered service. Integration with NHS login or clinical systems is scoped separately, because each has its own onboarding and assurance steps.

Your clinical safety officer owns the safety case; we supply the evidence.

04

Scale ups preparing for growth beyond the UK

Many UK start ups plan to sell into the EU, where the EU AI Act applies to systems placed on that market. AI mobile app development UK founders ask us for often includes architecture that can meet both UK principles and EU obligations, such as risk classification, technical documentation and transparency notices, without building two products. We also keep your investors' due diligence in mind, since data rights and model ownership are now standard questions.

One codebase, documented for two regimes.

Six phases for a UK AI app rolled out nationally.

  1. 01Regulatory mappingWe identify which regulators, laws and standards apply to your use case and nations, and list the evidence each will expect before scoping any features.
  2. 02Data and DPIAWe review data sources, lawful bases, retention and transfers, and support your data protection officer through a DPIA aligned with ICO guidance on AI.
  3. 03Evaluation designTest sets drawn from different regions and customer groups, with agreed measures for accuracy, fairness, safety and refusals that every release must meet.
  4. 04Design and buildAccessible mobile and web apps, model services and integrations built in short cycles, each ending with a recorded video demo for stakeholders across your sites.
  5. 05Pilot regionRelease to one region or branch group, monitor overrides, complaints and costs, and fix issues before the app reaches the whole country.
  6. 06National rollout and upkeepPhased launch across the four nations, staff guidance, and ongoing evaluation, retraining and regulatory updates as UK rules on AI continue to develop.

Technology

What we build this with.

Native iOS and Android or cross platform apps, hosted and open weight language and vision models, retrieval systems, and UK region cloud hosting, chosen to fit your security policies, vendor risk rules and long term running costs.

01Mobile

  • Swift
  • Kotlin
  • Flutter
  • React Native

02Data and cloud

  • PostgreSQL
  • MySQL
  • MongoDB
  • AWS
  • Azure
  • Docker

03Marketing and tracking

  • GA4
  • Google Tag Manager
  • Search Console
  • Meta Pixel
  • Looker Studio

Questions UK organisations ask about AI apps.

Through existing laws and sector regulators rather than one AI act.

The government's approach asks regulators such as the ICO, FCA, MHRA, Ofcom and CMA to apply common AI principles within their remits. In practice that means UK GDPR for personal data, consumer and competition law for customer facing features, the Online Safety Act for user content, and sector rules for finance and health. We map these for your use case at the start, so the app is built to them rather than reviewed against them at the end. Because the approach keeps developing, we review the map at each major release.

Tell us what the business needs. We will tell you what to build first.

Schedule a free consultation and get a written recommendation, with costs, before you commit to anything.

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PROVEN RESULTS

4.7 / 5from 23 Google reviews