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The Evidence Company

The Only Healthcare AI Built for Uncertainty

Most healthcare AI hides its confidence gaps. We quantify uncertainty, explain every decision, and help care teams act with confidence. Built by Imperial College researchers, trusted by healthcare providers who demand certainty.


The Status Quo


The Problem With Every Other Healthcare AI


LLMs hallucinate. They hide uncertainty. They leave care teams guessing.
We solved what they can't.


Hallucination

Measured and eliminated

Explainability

Every decision traced

Uncertainty

Quantified, not hidden

Proprietary Technology


Built Different. From the Ground Up.

While every other healthcare AI wraps an LLM in a clinical interface, we built something fundamentally different.

A proprietary Explainable AI (XAI) architecture developed at Imperial College London that measures its own uncertainty, traces every decision to source evidence, and tells care teams exactly when to trust it.


API Observability


A Standalone API. Plug It Into Any Health AI Stack.


1
1

Hallucination Detection

Intercepts and flags unreliable LLM outputs in real time.

2
2

Uncertainty Quantification

Scores every response so clinicians know exactly when to trust it.

3
3

Corrected Output

Returns adapted, evidence-traced reasoning - not just a raw LLM answer.


Core Platform

One Platform.

End-to-End.

Enterprise-Ready.


Our agentic AI speaks to patients to capture granular data across the entire care journey.


01

Pre-Procedure

Intelligent intake, risk flagging and patient communications

02

Clinical Support

Real-time uncertainty-aware decision support

03

Post-Procedure

Automated recovery monitoring and complication flagging

04

Predictive Analytics

Risk stratification and outcome forecasting

PATIENT EXPERIENCE

Frictionless by Design


Web-Based

No app. No install. Just open and go.

Always On

24/7. No wait time. No appointment needed.

Text or Voice

Type it or say it. It's your choice.

Patients Love our AI

4.9/5 Rating from 200+ Patients. Age 33 to 95.

Accessibility

Healthcare Without Language Barriers



Our platform is fully multilingual with 70+ languages across all patient-facing interactions from pre-procedure communications and consent forms to post-discharge monitoring and clinical summaries. Patients receive information in their preferred language, reducing misunderstanding and improving adherence.

Our Partners

Trusted By. Built With.

Working alongside leading healthcare institutions to deliver AI that clinicians trust.


Proven results


Measurable Impact. At Scale.

Our AI pre-assessment agent delivers validated time savings — scale throughput without scaling headcount.

~36 min

Nursing time released per patient

100%

Precision on clinical escalations

90%

Patient engagement vs <60% standard

1.5× weeks

Earlier pre-assessment completion

1 nurse hire

Saved per ~2,750 patients/year

~14 min

Saved per patient on pre-assessment review

Global Compliance


Enterprise-Grade Trust. Built In.


Class I Medical Device

Interoperability


Works With Any EHR That Speaks HL7 or FHIR.

No custom builds. No rip and replace. If your EHR supports open standards, we connect.


Coming Soon


Agent Builder

Care teams will soon be able to design, deploy and manage their own custom AI agents - no engineering required. Built on the same uncertainty-aware XAI foundation.

Stop Betting on Black-Box AI.

Start Using Uncertainty-Aware AI.

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