--- title: "AI Data Engineering for Healthcare - Trusted Health Data Products" description: "Connect clinical, claims, lab, registry, and operational data into trusted health data products for quality, care gaps, population health, and analytics." canonical: "https://www.clearfracture.ai/solutions/healthcare" --- Belvedere for Healthcare # Healthcare Data Integration for Care, Quality, and Operations Connect EHR, claims, labs, imaging, registry, and operational data into trusted health data products for population health, quality reporting, care coordination, and analytics, with PHI controls and lineage built in. BelvedereHealthcare Data Products Orchestrating KnowledgeEHRs, claims, labs WorkflowMap, govern, deliver ObservabilityPHI, measures, lineage Healthcare Data Sources 6 sources EHR Claims Labs Imaging Registries Quality Health Data Health Data Products PHIGoverned 6Sources Joined Quality Ready PHI controls preserved ### EHR + Claims Integration Map data from Epic, Oracle Health/Cerner, claims, labs, and registries without treating every project as a one-off. ### PHI Governance Identify PHI, enforce role-based access, and preserve lineage for every downstream data product. ### FHIR / HL7 Mapping Normalize FHIR resources, HL7 messages, claims, and local codes while preserving source context. ### Quality & Population Health Build datasets for quality measures, cohorts, risk adjustment, care gaps, and utilization analysis. The Challenge ## Healthcare teams need clinical, claims, and operational data to agree before they can improve care, quality, or cost. Belvedere turns fragmented systems into trusted health data products. ### Patients, Providers, and Codes Don't Match EHRs, claims systems, labs, and registries use different IDs, code sets, and local definitions. Belvedere reconciles the same patient, provider, encounter, and measure logic across systems. ### Quality Reporting Takes Too Much Manual Work Population health, HEDIS-style measures, registry submissions, care gaps, and utilization reports all depend on definitions that are often rebuilt project by project. ### PHI Controls Have to Travel With the Data Clinical and claims data cannot be copied into analytics workflows without preserving access rules, masking, consent, retention, and audit trails. Health systems, payers, and care organizations already have the signals they need: encounters, claims, labs, medications, imaging, registries, scheduling, and operational data. The hard part is making those systems agree on patients, providers, episodes, codes, cohorts, and measure definitions without losing the PHI controls attached to each record. Belvedere™ is a configuration plane for healthcare data. Its Knowledge Arm catalogs every source and preserves the clinical, operational, and governance context behind fields, codes, identities, and definitions. The Workflow Arm generates deterministic pipelines that publish trusted data products for population health, quality reporting, care gaps, utilization, risk adjustment, and clinical analytics. When an EHR module changes, a payer feed shifts, a quality measure is revised, or a new registry comes online, Belvedere detects the change, updates the configuration, and redeploys the affected pipelines while preserving lineage and PHI controls. Inside Belvedere ## Health Data Products in Action See how Belvedere connects EHR, claims, labs, and registry data into longitudinal patient, quality, and care-gap datasets with PHI controls preserved at every step. app.clearfracture.ai/pipelines/health-data-products Live PipelinesHealth Data Products PipelineUnsaved BuildSave as Template Lineage Source EHR Encounter Feed Encounters, observations, medications, diagnoses, procedures, and care-team context from EHR feeds. Source Claims + Eligibility Medical, pharmacy, eligibility, attribution, and utilization data for population-health analytics. Source Lab + Registry Data Results, reference ranges, registry submissions, and measure inputs with ordering-provider context. Transform Map FHIR, HL7, and claims Connect FHIR resources, HL7 messages, claims fields, terminology systems, and local codes. Read Store Transform Resolve patient and provider identity Link patients, providers, encounters, episodes, and cohorts across EHR, claims, labs, and registries. Read Store Action Apply PHI governance Role-based access, masking, consent, retention, and lineage travel with every downstream data product. Read Store ACTION Resolve Patient and Provider Identity Match patients, providers, encounters, and cohorts across clinical and claims systems with full provenance. DescriptionInputsOutputsHistory Belvedere connects EHR encounters, claims, lab results, registry submissions, provider directories, and local identifiers into governed health data products. Each linked record retains provenance back to the contributing source system, code set, provider, and measure definition. Low-confidence matches can be routed for steward review, and PHI rules travel with each field so quality teams, analysts, and care teams only see the data they are authorized to use. Markdown supported. Type @ to link data sources. Ctrl+B bold. Ctrl+I italic. Read Sources EHR Encounter FeedClaims + Eligibility Write Targets Quality Reporting Mart Saved 9 nodesPHIPHI controls active Zoom: 100%Last saved: 8:34 AM Belvedere AIOnline Can quality teams reuse the same measure definition? Yes. Belvedere stores the measure logic, source mappings, code sets, and PHI rules as governed configuration so reporting teams are not rebuilding it per project. What if a new EHR module ships a FHIR change? The Schema Agent detects the new resources, maps them to the governed model, and proposes updates to affected quality, care-gap, and analytics pipelines. Ask about this pipeline app.clearfracture.ai/pipelines/health-data-products Live Health Data Products PipelineUnsaved Source EHR Encounter Feed Source Claims + Eligibility Source Lab + Registry Data Transform Map FHIR, HL7, and claims Connect FHIR resources, HL7 messages, claims fields, terminology systems, and local codes. Transform Resolve patient and provider identity Link patients, providers, encounters, episodes, and cohorts across EHR, claims, labs, and registries. Transform Apply PHI governance Role-based access, masking, consent, retention, and lineage travel with every downstream data product. 9 nodesPHIPHI controls active Belvedere AIOnline Can quality teams reuse the same measure definition? Yes. Belvedere stores the measure logic, source mappings, code sets, and PHI rules as governed configuration so reporting teams are not rebuilding it per project. Ask about this pipeline How It Works ## From fragmented clinical systems to trusted health data products Healthcare data lives across EHRs, claims, labs, imaging, registries, and operational systems with different schemas and PHI controls. Here’s how Belvedere turns that complexity into pipelines teams can trust. Step 01 ### Catalog every healthcare source Belvedere’s Knowledge Arm catalogs EHR feeds, claims databases, labs, imaging systems, registries, scheduling systems, and operational data stores before data moves. Sources cataloged • PHI identified • governance preserved Step 02 ### Map clinical and claims context Belvedere builds a living knowledge base across FHIR resources, HL7 messages, claims fields, terminology systems, and local codes. Patient, provider, encounter, cohort, and measure definitions are reconciled explicitly. FHIR / HL7 • claims context • definitions reconciled Step 03 ### Generate deterministic health data products The Workflow Arm generates auditable pipeline code for longitudinal records, quality measures, care gaps, utilization, registry reporting, and clinical analytics. Every transformation is explainable and every sensitive field keeps its governance context. Quality • care gaps • utilization • clinical analytics Step 04 ### Deploy inside your HIPAA boundary Pipelines run on your existing authorized infrastructure: on-prem, cloud, or hybrid. Belvedere operates your tools on your behalf so clinical data stays inside the boundary you define. Runs in place • role-aware • PHI controls preserved Step 05 ### Monitor, self-heal, and keep reporting current The Observability Arm watches every pipeline. When an EHR changes a resource, a payer feed shifts, a registry updates, or a measure definition changes, Belvedere detects it, proposes or applies the fix, and keeps lineage complete. Schema drift • measure changes • complete lineage ## Ready to connect healthcare data teams can trust? See how Belvedere connects clinical, claims, registry, and operational data into trusted health data products without another one-off integration project. [Request a Demo](/demo) [Contact Us](/contact) Related Industries ## Explore Other Industries [ ### Financial Services Connect risk, market, finance, customer, and compliance data into auditable reporting pipelines. Learn more](/solutions/financial) [ ### Energy & Critical Infrastructure Connect SCADA, AMI, GIS, asset, weather, and work data into trusted grid operations pipelines. Learn more](/solutions/energy) [ ### Manufacturing Connect plant-floor, quality, maintenance, and ERP data into trusted operations pipelines. Learn more](/solutions/manufacturing) [ ### Media & Retail Fuse advertising, analytics, experiments, lifecycle, ecommerce, and finance into governed growth operations. Learn more](/solutions/media-retail) --- Source: [https://www.clearfracture.ai/solutions/healthcare](https://www.clearfracture.ai/solutions/healthcare)