Stephen has been building something. And he keeps thinking you're the right person to help shape it.
Laura,
I've been thinking about you a lot. I know the last year has been incredibly hard — more than most people could handle. And I know your back has made everything harder still.
I'm not sending you a job ad. I'm not sending you a pitch. I'm sending you this because I'm building something that genuinely needs what you know — and I think it could be good for you in a way that actually fits your life right now.
I'm building AI for the NHS. Not a consultancy report. An actual system that fixes the things that have been broken for years. And I need someone who knows the NHS from the inside to help me build it properly.
That person is you. Have a read — and when you're ready, let's have a chat. No pressure at all. 💙
— Stephen
7.5 million people on waiting lists. GP appointments gone before 8:31am. Receptionists triaging conditions they're not qualified to assess. Doctors spending 30% of their time on paperwork. Nurses stretched so thin they can't be present for the patients who need them.
None of this is the fault of the people who work there. The system is running on technology from 30 years ago, trying to serve a population that's grown and aged beyond what anyone planned for.
SWARM is building the AI layer that changes this. And it starts with the problems every single patient and NHS worker recognises.
Call at exactly the right time, wait on hold, get through to find there's nothing left. AI fixes this — 24/7 booking, no hold music, no appointments gate-kept by a queue.
Receptionists making clinical decisions they shouldn't have to make. AI triage — Red, Amber, Green — tells you exactly what to do and when, and dispatches help automatically for emergencies.
Same story told four times to four different people. AI takes the full history before the appointment — doctor already has a complete brief when you walk through the door.
Nurses can't be everywhere at once. AI companions and robots that know each patient by name, their condition, their needs — so nurses can focus on what only humans can do.
AI booking that's open 24/7. Intelligent triage that routes every patient correctly — not a receptionist guessing. Pre-appointment history so the doctor already knows what's wrong before you walk in. This is the first thing GP practices in England need and the first thing we're building.
Referral automation — nothing lost in an outbox. Intelligent waiting list management that prioritises by clinical urgency, not just date. AI-drafted clinical letters, discharge summaries, and care plans — reviewed and signed in minutes, not hours. The paperwork problem, gone.
AI companions that know each patient by name — their condition, medication, family situation. Nurses freed to do what only humans can do. Post-discharge communication that actually reaches people in plain language. Overnight monitoring that flags changes before they become emergencies.
Every NHS hospital has blood analysers, imaging machines, pathology labs, ECG systems — generating critical data that never leaves the machine. We build the FHIR connectivity layer that links existing equipment to patient records. A blood result routes to the right clinician in seconds, not days. This is the phase that turns SWARM into NHS infrastructure.
The moment is real. The New Procurement Act (effective 1 April 2026) has made it genuinely possible for a company like SWARM — not a giant consultancy, not a government framework player — to win NHS contracts. Smaller, faster, purpose-built.
The first target is Manchester University NHS Foundation Trust. They have an internal AI Agent Factory and are scaling AI faster than any other trust in England. One pilot there becomes the proof that opens every other door.
You know what's actually broken. Not from a consultant's report — from being inside it. That knowledge is genuinely rare and it's what makes the difference between a system that looks good in a pitch and one that actually works.
You know how procurement works. Who holds the budgets, how decisions get made, which trusts are ready to try something new. That's not something SWARM can build — it has to come from someone who's lived it.
You care about getting it right. This isn't a tech company extracting value from a struggling institution. This is about genuinely fixing something that matters to millions of people. That matters to me too.
This isn't a job. There's no commute, no manager, no fixed hours. You contribute what you know — your NHS experience, your instincts, your relationships — on your terms, when you're able. The mission stays the same regardless.
Fully remote — everything happens on a call or over WhatsApp
Your own hours — work when your body allows, rest when it doesn't
Your expertise leads — you shape the product, Stephen builds it
Meaningful work — fixing something you spent your career working inside
Co-founder, not consultant — this is built together. Your name belongs on it.
Ask SWARMZY to walk you through any of these — or message Stephen for the full briefing pack.
💙 Request the full strategy pack"You spent years in the NHS. You know exactly what's broken and why. I'm building the tools to fix it — but I need the person who lived it to help me build them right. That's you, if you want it to be."
— Stephen Ward, Founder of SWARM AI SystemsAsk anything about what we're building, how it would work, what your role could look like. No sales pitch — just a real conversation.
No pressure. No pitch. Just Stephen — wanting to hear your thoughts on what he's building, and whether it feels like something you'd want to be part of.
💙 Message Stephen 📞 Call instead