MEMORI

Clinical intelligence. 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.

MEMORI patient dashboard showing a critical infection risk, the factors behind it and next best actions

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.

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“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

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Core capabilities

Patient risk stratification

MEMORI continuously monitors every patient and flags emerging infection risk hours to days before clinical deterioration.

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.

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.

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.

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.

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.

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

30

%

Increased frontline productivity.

Clinicians

30

%

Increased frontline productivity.

Patients

10

%

Decreased sepsis rates through safer care.

Patients

10

%

Decreased sepsis rates through safer care.

Trusts

£1.9

m

Annual cost saving through reduced length of stay.

Trusts

£1.9

m

Annual cost saving through reduced length of stay.

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.

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How we maintain trust

How we maintain 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

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?

What EPRs can your solution integrate with?

How do you keep your platform secure?

How does Sanome minimise AI bias?

How does MEMORI impact the NHS workforce?

Are there any financial benefits to Trusts?

How does MEMORI support population health?

What's MEMORI's impact on health inequalities?