You already know something
in your A&E isn't working.
Send us an extract from any patient administration system you already run. You get back an accurate picture of how your department manages patient flow — nothing to wait for, nothing to change, and no argument over whose numbers are right. So you can get on with the problems that matter.
This is what your SOP says
your pathway looks like.
Six steps, in order, one after another. It is the version everybody agrees to, and the version no department has ever actually run.
And this is how it
actually runs.
Every attendance in your extract, mined from your own timestamps. The boxes are the events your systems recorded, the arrows are attendances moving between them, and the dots are your patients — flowing at the volumes your data says they flowed.
Then you see it against the standards you already set.
Not a national benchmark. Not our opinion of good. Your own Internal Professional Standards, applied to your own data — so the comparison is against the target your Trust already agreed. Pick one and the same picture answers for it.
A pathway shows you the shape. It doesn't show you the day.
The map tells you where elapsed time sits. It cannot tell you what the department was dealing with at the time — because that was never written down anywhere a system could read. So we record it.
The signals the pathway cannot see, captured as they happen.
Staff tell us what is happening, in a few fields.
We show them your Trust's own guidance for that situation.
They record what was actually done, and why.
The people on the floor already know what is broken.
They know which scanner fails, which handover slips, which escalation never gets picked up at three in the morning. No amount of analysis will tell you what a charge nurse could have told you on Tuesday — because none of it was ever written down anywhere a system could read.
So we stopped trying to infer it, and started recording it.
Cyber Essentials and Cyber Essentials Plus, assessed by Cyber Tec Security under the IASME scheme and verifiable above.
Our systems align with the National Data Guardian's 10 Data Security Standards, and we maintain an up-to-date NHS Data Security and Protection Toolkit (DSPT) submission. ↗ Check our DSPT registration
NHS systems we have supported
Our methodology has been validated across NHS Trusts and integrated care systems in England — across emergency care, elective pathways, mental health and population health.
Recognised under the G7 GovAI Grand Challenge for Public Services for work advancing responsible AI in public sector operations — Canada 2025 Presidency.
View the announcement →AND CHELSEA
Come and have a look
Thirty minutes on a synthetic A&E dataset, with the person who designed the method. Bring the hardest question you have about your own department.
- Thirty minutes — short enough to fit a Tuesday
- With the person who built it, not an account manager
- Bring whoever you want; information governance welcome
- No follow-up sequence if it is not for you
Book a walkthrough
We are showing NHS trusts how their own A&E data behaves under the model. Sessions run weekly.
What We Are Learning
Perspectives on operational intelligence, patient flow and the future of healthcare decision-making — drawn from our work across the NHS and beyond.
Hospitals run on decisions — but we've never treated them as something we can improve
A reflection on why hospitals repeat the same operational problems — and what's missing.
READ →Tackling NHS Elective Recovery Through the Right Lens
How process mining of elective pathways uncovered systemic bottlenecks that conventional reporting had missed for years.
READ →Bridging the Data-Action Gap in Healthcare
Why healthcare organisations consistently produce more data than they can act on — and what a different approach looks like.
READ →