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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.
© 2026 The Evidence Company Ltd.