MEMORI
Clinical intellegence. Built into the EPR.
MEMORI is a certified AI-powered Clinical Decision Support tool embedded directly in your hospital EPR. It detects deterioration earlier, consolidates patient data in real time, and guides clinical teams to the right next action.
Certified Class IIb medical device, live in routine clinical practice, and already delivering measurable impact.
No new hardware, no new systems.
Just smarter, more efficient care, delivered through the tools your teams already use.
What MEMORI does
MEMORI works across the moments that matter most in hospital care – handovers, ward rounds, escalations, and MDTs.
When a clinician opens their EPR, MEMORI is already there: consolidating vitals, lab results, medications and clinical notes into a single, clear patient view, and surfacing those who need attention before standard early warning systems can.
MEMORI brings clarity to the three questions at the centre of every clinical decision: who is this patient, what is happening to them, and what to do next.
“MEMORI is just like having an angel on your shoulder… it’s there as a guide, it’s there as a reminder, it’s there as a safety net.”
Cameron Davey, Matron at the Royal Hospital for Neuro-disability
Hospitals and EPRs choose Sanome
Core capabilities
Patient risk stratification
MEMORI continuously monitors every patient and flags emerging infection risk hours to days before clinical deterioration.
Smart alerting via EPR
Alerts are surfaced directly through your existing EPR tooling. No additional screens, no separate system to check, no new logins.
Consolidated data and trends
Vitals, labs, medications and clinical notes brought together in a single, clear patient view. No more hunting across the EPR.
Explainable AI
Every alert comes with full transparency — the clinical drivers behind the risk score surfaced clearly.
Adjustable thresholds
Alert thresholds are clinician-shaped. Teams can decide the level of sensitivity dependent on their ward and patient population.
Guideline recommendations
MEMORI surfaces the next best action automatically, tailored to local protocols and clinical guidelines.
What MEMORI drives
For clinical teams, MEMORI means less time piecing together data, and more time providing care. For patients, it means earlier intervention and better outcomes.
For Trusts, it means measurable operational and financial impact.
Based on retrospective modelling and early real-world evidence, a 500-bed Trust deploying MEMORI can expect:
Clinicians
Patients
Trusts
Safety, Governance, Clinical Integrity
MEMORI is certified as a Class IIb medical device under EU MDR. It is MHRA registered, NHS DTAC and DCB0129 compliant. It integrates via FHIR or HL7v2 with major EPRs and is available cloud-hosted or on-premise.
How we maintian trust
Data sovereignty and security
Patient data never leaves your EPR infrastructure. No third-party data processing without explicit agreement.
MLOps and Sentinel platform
Automated bias and drift detection, periodic re-training & PMCF reporting
Clinician makes the final decision
Every alert comes with full explainability and transparency of clinical drivers
FAQs
How can I learn more about MEMORI?
Contact us – we can provide you with more information on our progress, and how you can be part of the journey.
Is MEMORI deployed on premise or in the cloud?
We offer flexible deployment options to suit your organisation’s needs. Our solutions can be deployed in the cloud, providing scalability and accessibility, or on-premises for those requiring full control over infrastructure and data security.
What EPRs can your solution integrate with?
We can integrate seamlessly with any EPR that uses common interoperability standards such as HL7v2, FHIR.
How do you keep your platform secure?
Our platform uses robust encryption protocols and role-based access control to ensure the highest levels of data security. Our platform is designed with GDPR principles embedded from the outset, prioritising privacy and compliance. We assess and enhance our security measures on a regular basis to monitor emerging threats. Additionally, the company holds certifications such as DSPT and Cyber Essentials.
How does Sanome minimise AI bias?
Sanome has a rigorous testing framework for our machine learning models (MLOps) which includes tests for architectural robustness, adversarial robustness, domain shift, and explainability. Robust assessments help ensure our models minimise any AI bias.
How does MEMORI impact the NHS workforce?
We strive to empower clinicians by supporting clinical decision making. This decreases cognitive burden and allows teams to reinvest that time into patient care.
Are there any financial benefits to Trusts?
The prevention of patient deterioration positively impacts a hospital’s average length of stay, and thus bed capacity. This presents the opportunity to increase elective activity, get Trusts closer to the 107% needed to access the Elective Recovery Fund, and generate the income needed to reinvest into their services.
How does MEMORI support population health?
The current demand for health services drastically outweighs the system’s capacity. Earlier detection and prevention of deterioration keeps patients out of hospital and decreases the care burden.
What's MEMORI's impact on health inequalities?
MEMORI seeks to positively contribute to the eradication of health inequalities, as we aim to champion prevention and mitigate against digital exclusion by delivering cutting-edge AI to all, regardless of their digital literacy.