Strategy, training, engineering, governance, generative AI and AI agents from one remote team. We take AI from first idea to a dependable production system.
ML Data House is a remote AI and data science agency serving the UK, the US and worldwide. It provides AI consulting and strategy, AI training and enablement, custom AI and machine learning development, enterprise AI governance and MLOps, and generative and agentic AI, delivered through a 3-month framework with weekly demos.
Decide where AI pays off, then plan how to get there.
Independent, hands-on AI strategy consultants for UK and US businesses.
Learn moreFind out how ready your organization is for AI before you spend on it.
Learn moreWe help founders and product teams in the UK and US design and build AI-powered products: the right AI features, the models and data behind them, and an experience users trust.
Learn moreMove from scattered AI experiments to adoption across the business.
Learn moreGive leaders and teams the skills to use AI well.
A practical AI program for CEOs, boards and senior leaders.
Learn morePractical workshops that get teams using AI safely and productively.
Learn moreMost businesses have more AI ideas than budget.
Learn moreDeeper, technical workshops for developers, data teams and product owners who will build, run and own AI.
Learn moreDesign, build and ship AI and machine learning systems.
Bespoke AI software for problems off-the-shelf tools cannot solve.
Learn moreEnd-to-end machine learning engineering for UK and US businesses: we prepare your data, build and validate models, and deploy them into the systems your teams use.
Learn moreImage and video AI that inspects, counts, reads and detects so your people do not have to.
Learn moreBring AI into your CRM, ERP, helpdesk, databases and internal tools without replacing them.
Learn moreRun AI safely, securely and at scale.
AI that works across departments, not just in a pilot.
Learn moreUse AI without opening new security holes or compliance gaps.
Learn morePractical AI governance that lets teams move fast and stay safe.
Learn moreModels only create value when they run reliably.
Learn moreLLM apps, copilots and AI agents that do real work.
Custom generative AI applications for UK and US businesses: knowledge assistants, copilots, document automation and content tools that are grounded in your data and safe to use.
Learn moreAI agents that can plan, use your tools and complete multi-step tasks, with the guardrails and human approvals your business needs.
Learn moreAdd drafting, summarising, chat and smart search to the tools your teams and customers already use, securely, on approved models and with costs under control.
Learn moreTest an AI idea with real users before you invest heavily.
Learn moreOne remote team, planned around the rules and working patterns of each market.
We work from our UK office in Wolverhampton with clients across England, Scotland, Wales and Northern Ireland, remotely. Projects are planned around UK GDPR and the Data Protection Act 2018, ICO guidance on AI and data protection, and, if you sell into Europe, the EU AI Act.
UK businesses work with us in UK business hours, with a UK phone line and UK office address.
We work remotely with US companies from coast to coast, and UK working hours overlap with the US East Coast morning for live calls and demos. We plan around the NIST AI Risk Management Framework, state privacy laws such as the CCPA/CPRA, and sector rules like HIPAA where they apply.
US businesses get the same senior team remotely, with documentation and controls that support US enterprise security reviews.
Five groups of AI services: AI consulting and strategy, AI training and enablement, AI development and engineering, enterprise AI and governance, and generative and agentic AI. They range from strategy and readiness assessments to custom models, AI agents, MLOps and governance.
Most organizations start with use case discovery or an AI readiness assessment, then deliver one use case through our 3-month framework.
Yes. ML Data House has a UK office in Wolverhampton and works remotely with businesses across the UK, the US and worldwide.
Generative AI creates content such as text and summaries. Agentic AI uses models to plan and take actions with tools to complete tasks. Many solutions combine both.
Strategy and assessment work takes weeks; a first production use case typically takes about three months.
Privacy and risk are scoped at the start of every project. We work with UK GDPR, the EU AI Act where relevant, the NIST AI RMF, state privacy laws and sector rules such as HIPAA, and document how data is used.
It depends on scope, data and integrations. Each engagement is scoped to a defined deliverable with an agreed price; see pricing or schedule a meeting.
Tell us what you want to improve. We will suggest the right first step: discovery, readiness, a prototype or a full build.