Understand the care.
Explain the cost.

Meet healthproximate, an AI agent that connects clinical context with financial reasoning.

  • HIPAA compliant
  • BAA available
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What would you like to understand?

Val Pro

Model preview

Why is our anticoagulant spend rising?
Healthproximate Val Pro
Connecting the records

Response complete
The problem
00 — Raw data

To explain why, connect the data.

A rising bill doesn't tell the whole story. The reasons sit across clinical records, prescriptions and billing systems—alongside sensitive patient information. First, protect the data. Then connect the context.

What we do
01 — Extraction & de-identification

Identity out. Insight intact.

De-identification protects patient identities while preserving the clinical and financial context needed for analysis. HIPAA-aligned safeguards, from the start.

The result
03 — Understand why

Not just what. Why.

See what changed, what explains it, and where to look next. Clinical context meets financial reasoning—with supporting figures and clear limits. An explanation, not just a chart.

What we do
02 — Clustering & standardization

Connect the cost. Keep the context.

To explain the numbers, AI needs to understand the care behind them. Medical ontology mapping connects conditions, treatments and outcomes to financial data—so it can distinguish more care, different care and higher prices.

James Miller, 43 — Boston
Sarah Johnson — lower-limb DVT
MRN 0048-2219
Robert Chen — paroxysmal AF
Nurul Aina, 28 — Kuala Lumpur
+1 (234) 567-8910
Michael Brown — pulmonary embolism
DOB 04/12/1976
Margaret Wilson, 81 — Tampa
lives at 42 Elm Street
Ahmad Faiz — AF, apixaban
Jessica Lee, 35 — Portland
40–49 male, pulmonary embolism
45–54 female, lower-limb DVT
65–74 female, paroxysmal AF
50–59 male, proximal DVT
25–34 female, pulmonary embolism
55–64 male, paroxysmal AF
80–89 female, AF on apixaban
35–44 female, DVT
35–44 male, pulmonary embolism
70–79 male, AF anticoagulated
45–54 female, DVT on apixaban
60–69 male, PE on apixaban
PAROXYSMAL ATRIAL FIBRILLATION
paroxysmal AF
episodic AFib
paroxysmal AF on apixaban
DEEP VEIN THROMBOSIS
proximal leg DVT
lower-limb DVT
DVT on apixaban
PULMONARY EMBOLISM
acute PE
PE on apixaban
pulmonary thromboembolism
I48.0 · Paroxysmal AF
I82.409 · Acute leg DVT
I26.99 · Pulmonary embolism
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Data Platform

Unify all your healthcare data

Connect, standardize, and analyze data across your organization — creating the unified data foundation that makes value-based care (VBC) possible.

Unify clinical data across your hospital network

Enable healthcare interoperability by connecting EHR and clinical data across multiple hospitals and health systems into a single, governed platform with enterprise-grade tenant isolation.

  • EHR integration (TrakCare, IRIS, MSSQL, other ODBC compatible databases)
  • Cross-system data federation with secure multi-tenant isolation
  • Provider performance scoring and network adequacy
  • Centralized governance and unified reporting
  • OMOP CDM standardization
Hospital AHospital BHospital COMOP CDMPersonVisitConditionDrugUnified LakeAnalytics ReadyAI/ML Ready
Coming Soon

Healthcare APIs

Enterprise-grade APIs to power your healthcare applications with intelligent classification, terminology services, and dynamic pricing — including automated pre-authorization and guarantee letter generation.

Healthcare Classification

DRG Grouper API

Purpose-built DRG grouper optimized for diverse healthcare systems and regional coding practices.

  • Region-specific grouping logic
  • ICD-10 & ICD-9 support
  • Real-time classification
  • Batch processing capability
Code Systems

Terminology Server

Comprehensive medical terminology services with cross-mapping and validation across major code systems.

  • ICD-10, ICD-11, ICD-9-CM
  • SNOMED CT & LOINC
  • ICD-10-CM/PCS & RxNorm
  • FHIR R4 compatible Soon
Revenue Intelligence

Price API

Intelligent price tiering engine for hospitals and payors to embed smart pricing into existing workflows.

  • GL confirmation & generation
  • Price transparency compliance
  • Dynamic tier management
  • Marketing & analytics

Data infrastructure built for the AI era

Don't get left behind

Hospital systems are gearing up to live in the AI space, becoming faster, leaner, and more efficient. The shift is already happening.

Testimonials

Trusted by healthcare leaders globally

Hear from the organisations and investors partnering with us to transform healthcare data infrastructure.

Valiance is addressing the core data problem that has long slowed the shift to value-based care. The team is building the foundational infrastructure the healthcare ecosystem needs, not just analytics dashboards.

Jamaludin Bujang

Managing Partner, Gobi Partners

Working with the team, we uncovered cost leakages and inefficiencies that manual processes couldn't detect. We reduced procedure costs, achieved significant annual savings, and identified opportunities to optimise procurement without compromising clinical outcomes.

Elina Nadia Omar

Group Chief Executive Officer, Avisena Healthcare

Valiance Health demonstrates how strong academic foundations can translate into real clinical impact. By combining evidence-based medicine with practical data infrastructure, they help providers improve efficiency and decision-making without compromising patient outcomes.

Prof Emeritus Dato' Dr Lokman Saim

Former Vice Chancellor, KPJ University & Former Dean, UKM Medical Faculty

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Healthcare Cost Optimization

Achieve 10-20% savings in healthcare costs within the first year.

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Cloud Native

Cloud-based platform with no complex installations required.

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