We use AI to understand how your organisation really works — then build the tools to make it work better.
Technology partners for organisations that serve people. We embed alongside your team, find the real problems, and deliver real solutions.
The gap between how things should work and how they actually work
Every organisation has processes that look good on paper. Call handling procedures, case management workflows, escalation paths — designed with the best intentions.
But the reality on the ground is often different. Staff develop workarounds. Information gets lost between systems. Manual steps that were meant to be temporary become permanent. A phone line that nobody answers. A letter that never arrives. The system works in theory — just not in practice.
The people doing the work usually know where the problems are. But they're too busy dealing with them to step back and fix the underlying causes. And the people managing the service often can't see the gap between what they designed and what's actually happening.
That gap is where we start.
How we work
We don't start with a product or a pitch. We start by understanding your organisation — and we stay until the work makes a measurable difference.
Discover
We talk to your staff, visit your offices, run surveys, and look at your data — call volumes, response times, case outcomes. We build a picture of how your service actually operates, not how it's supposed to.
Analyse
Where are the friction points? What's costing time, money, or trust? We identify concrete areas where the service could work better — for your staff and the people they serve.
Build
We deliver concrete projects — better workflows, custom tools, automation where it helps. Not off-the-shelf products, but solutions built for your specific problems and your existing systems.
Measure
Did it actually work? We track the impact of what we've built, learn from what we find, and feed it back into the next cycle. Improvement is continuous, not a one-off.
AI that changes what's possible
AI isn't something we bolt onto your existing processes. It's what makes our entire approach viable.
We can survey your entire staff, analyse the results, identify process failures, and build custom tools — in weeks, not months. Work that would have required a large team and a large budget is now possible for organisations that could never have afforded it.
For your organisation, that means access to capabilities that were previously out of reach: intelligent automation, smarter workflows, tools that adapt to how your staff actually work. Not generic AI products, but solutions grounded in the reality of your service.
AI is moving fast. You don't need to understand all of it — but you do need a partner who does, and who can apply it to your specific challenges.
Our team
We're a small team that works closely with the organisations we partner with — understanding their constraints, respecting their expertise, and building alongside them.
Mark Melling
Technology
Mark builds the tools and systems that turn organisational data — call patterns, case workflows, adviser activity — into a clear picture of how a service actually operates. He designs and delivers the AI-driven solutions that make practical improvements: better workflows, smarter automation, custom tools that fit the way staff already work. Everything is grounded in the reality of what's happening, not assumptions about what should be.
Michael Hughes
Strategy
Michael has spent years embedded with advice sector organisations across the UK, understanding the pressures they work under — stretched teams, tight budgets, competing priorities. He helps organisations figure out where technology can make the biggest difference, translating operational challenges into practical plans. His focus is always on what's achievable and what matters most, making sure AI serves the people doing the work, not the other way around.
Let's talk
If you're running a service that serves people and you think it could work better — or if you know AI matters but aren't sure where to start — we'd like to hear from you.
enquiry@dc50.io