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SOLID PROGRESS

Strategic Investments Can Elevate Your Integration Capabilities

You’ve made meaningful progress in data integration, but strategic opportunities exist to strengthen your unified data model foundation. If you have separate data repositories for claims, clinical, and operational data, prioritize consolidating to a unified data lake – this typically delivers 30-40% improvement in analytics response times.

Enhance data lineage tracking to trace every data element from source to consumption, which is critical for regulatory compliance and AI model validation. If FHIR implementation is partial, develop a roadmap to full support starting with patient access use cases required by CMS.

Recommended Next Steps

Build or acquire a library of pre-configured connectors for common EHRs and systems to reduce integration time from months to weeks.

For example, Cedar Gate’s composable architecture allows organizations to start with Analytics on our unified data lake, then add Care and Payment applications as integration maturity grows.

Value-based care requires sharing insights back to providers and members, so enable bi-directional data exchange if your flow is primarily inbound.

Quality & Governance

Accurate
Our system automatically checks for and flags duplicate, missing, or inconsistent records, enabling a process for human review.
Complete
We can capture critical datasets from claims, clinical, SDoH, and patient demographics with no information gaps.
Normalized
Our system harmonizes data across multiple file formats and coding systems.
Lineage
We can trace the source of every data point, and any changes to the data.
Transparency
Our AI tools and data capabilities give users the ability to drill into underlying datasets, ensuring transparency and understanding around all data outputs.
Governance
We have a formal data governance body or policy to ensure compliance, stewardship, and ownership.

 

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