Healthproximate and Valiance Data Platform

Valiance Health is a Malaysian healthcare data company with offices in Kuala Lumpur and the United States. It addresses fragmented clinical, prescription and billing data that prevents hospitals and payors from understanding what drives cost and from moving to value-based care.

Its data platform de-identifies patient data, maps conditions, treatments and outcomes with medical ontologies such as ICD-10, SNOMED CT and OMOP CDM, and unifies records from multiple hospitals into one governed lakehouse. Healthproximate is an AI agent that answers questions such as why spend on a drug rose, linking clinical context to financial figures. Healthcare APIs including a DRG grouper and terminology server are in development. Customers are hospital groups and payors.

• Healthproximate AI agent: answers cost and care-variation questions grounded in the organisation's data.
• De-identification: removes patient identities while keeping clinical and financial context.
• Ontology mapping: links data to ICD-10, ICD-10-PCS, SNOMED CT and ICHOM.
• Data unification: federates EHR data from multiple hospitals into an OMOP CDM lakehouse.
• EHR connectors: TrakCare, IRIS, MSSQL and other ODBC-compatible databases.
• Healthcare APIs: DRG grouper, terminology server and price API in development.

Private hospital groups in Vietnam could identify cost leakage by drug, procedure and diagnosis across branches. Health insurers could analyse claims with clinical context to manage provider performance. Hospitals preparing for DRG payment could standardise coding and cost data in one platform.

Explains why costs change instead of only showing charts, separating more care, different care and higher prices. The company cites 10-20% savings in healthcare costs within the first year. Avisena Healthcare reports reduced procedure costs and procurement savings. Cloud-native with no complex installation and HIPAA-aligned de-identification.

Hospitals and insurers in Southeast Asia face rising medical costs and are exploring value-based care and DRG-based payment. Vietnam is moving toward DRG payment under social health insurance, which requires standardised clinical and cost data across hospitals.

Valiance Health Sdn. Bhd. is based in Kuala Lumpur, Malaysia, with a US entity, Valiance Health Inc. Backed by Gobi Partners, with funding reported in February 2026. Customers include Avisena Healthcare. Member of AWS Startups.