AI that does real work inside your business
We Are Monad designs and builds AI solutions for UK businesses: integrations that put AI inside your CRM, helpdesk and back office, custom AI software when nothing off the shelf fits, and agents that take the repetitive work off your team. Scoped honestly, live in weeks, and measured by the hours and pounds it saves.
Most AI projects stall between the demo and the day job
The demo was impressive. Then it needed your data, your permissions, a way to handle the cases it got wrong, and a place in the tools people already use. That last mile is software engineering, and it is the part we do.
What we build
Six ways AI can earn its place, from a two-week integration to a product of its own.
AI integrations
Put AI inside the tools your team already opens every morning: HubSpot, Zendesk, Xero, Slack, Google Workspace or your own database. Drafting, summarising, classifying and routing, delivered where the work already happens.
Custom AI software
When no product does what you need, we build it: internal tools, customer-facing assistants, document processing and review pipelines, with proper software engineering around the model so it holds up in production.
AI agents and workflow automation
Agents that triage, enrich, chase and file, so the repetitive work leaves your team's week. Built on n8n or in code, and always with a human in the loop where the stakes are real.
See our n8n automation workKnowledge and document AI
Ask questions of your own contracts, manuals, policies and tickets and get answers with sources. Your documents stay in the UK or EU and the model never trains on them.
AI voice agents
Phone agents that answer, book appointments and qualify leads 24/7 in your tone of voice, then hand off to a person with a summary when it matters. There is a live demo you can try.
Try the voice agent demoAI strategy and roadmap
A short discovery that finds the two or three uses worth doing first, prices them, and tells you plainly what to skip. You leave with a costed plan, whether or not you build it with us.
Why teams pick us for AI work
Plenty of agencies can call a model. Fewer can ship the software around it and stand behind the number.
Software engineers first
The model is the easy part. The product is the integration, the data plumbing, the error handling and the interface around it. We have shipped production software for Carlsberg and Hubpay, and that is what makes AI work outside a demo.
Honest about where AI does not belong
If a rule, a form or a spreadsheet solves it, we will tell you and charge you less. You pay for the outcome, not the buzzword.
Your data, your rules
UK or EU data residency, sensitive data redacted before it reaches a model, a model choice you control, and nothing trained on your data without your say-so.
Measured in hours and pounds
Every build starts with a baseline and ends with a number: hours saved, tickets deflected, days cut from a process. If the number is not there, we say so.
How an AI project runs with us
Small steps, real data early, and a number at the end of each one.
Week 1
Scope
We map where time and money leak, pick the highest-value use, and agree the number we will measure it by.
Weeks 2 to 3
Prototype
A working version on your real data, in front of the people who will use it. This is where we find out what AI gets wrong, cheaply.
Weeks 4 to 6
Integrate and harden
Guardrails, monitoring, human handoff and the connections to your systems. It goes live inside the tools your team already uses.
Ongoing
Measure and extend
We compare against the baseline, tune what is not earning its keep, and only then move to the next use.
AI solutions: common questions
It depends on how much of the work is integration versus new software. Adding AI to a tool you already use is the cheapest and fastest option; custom AI software is priced per phase after a short discovery. Either way you get a fixed price per phase, a baseline measurement before we start, and no open-ended bill. The first call is free.
Anything where a model does useful work inside your business: an integration that drafts replies in your helpdesk, software that reads and files incoming documents, an agent that chases missing information, or an assistant that answers questions from your own manuals. The common thread is that it is wired into the tools and data you already have, not a standalone chatbot nobody opens.
No. Most of our AI work sits alongside what you already run, connected through APIs: your CRM, helpdesk, accounting package, spreadsheets or an internal database. We only recommend rebuilding when the current system is the actual bottleneck, and we will say so plainly if it is.
Whichever fits the job and your data rules: OpenAI, Anthropic and Google models, or open-source models hosted in the UK or EU when data cannot leave. We build so the model can be swapped later without rewriting the product, because the best option changes every few months.
We design for it from the start: UK or EU data residency, redaction of personal and sensitive data before it reaches a model, no training on your data without your explicit agreement, and access controls that mirror the ones you already have. We have delivered in fintech (Hubpay) and can walk you through the controls on the first call.
A scoped integration is usually live in two to four weeks. Custom AI software ships in phases, with a working prototype on your real data inside the first month. Every phase ends with a measurement against the baseline, so you know whether to continue.
Often. If a rule, a form, a report or a plain automation solves the problem, that is what we will recommend, because it is cheaper and more reliable. AI earns its place when the work involves language, judgement or messy inputs at a volume that people cannot keep up with.
Read before you buy
Practical notes from our own AI work, for teams deciding what to do first.
Find out where AI would pay for itself in your business
Bring the process that eats the most time. In one free call we will tell you whether AI is the right fix, roughly what it would cost, and what to do first.
No commitment. Honest answer either way.