Challenges in Public Health

Data Fragmentation

Multiple sources -immunization registries, lab reports, vital statistics - remain isolated, slowing intervention efforts.

Data_Fragmentation

Manual Processes

Epidemiologists spend more time chasing and cleaning data than analyzing it.

Manual_Processes

Low Data Quality

Inconsistent or incomplete data erodes trust and undermines decision-making.

Low_Data_Quality

Limited Interoperability

Siloed systems and inconsistent standards complicate data sharing and slow emergency response.

Limited_Interoperability

Governance & Compliance

Ensuring data security and adherence to HIPAA, TEFCA, and CDC standards is complex.

Governance_Compliance

Core Capabilities of Amorphic

Centralize Clinical and Non-Clinical Data into a Unified Data Store

Enable Secure, FHIR-Compliant and TEFCA-Ready Data Sharing with Authorized Entities

  • Data Quality Checks
  • Automatic FHIR Conversion for Clinical Data
  • Pre-built FHIR APIs for Downstream Applications
  • Structured, Normalized, and Indexed Clinical Data Sets
centralize_clinical

Create a Searchable Catalog for Public Health Data

Quickly Find, Understand, and Access the Data You Need to Drive Better Public Health Decisions

  • Data Lineage Tracking
  • Governance and Role-Based Access
  • Automated Creation and Maintenance
  • Add Business Context with Al and Human in the Loop
Searchable_Catalog

Create a Master Patient Index with Al/ML-Based Entity Resolution

Automated Identification and Linkage of People and Facilities Across Data Sets

  • PII Extraction from Data Store
  • ML based Entity Resolution
  • Periodic MPI Updates
Master-Patient-Index

Amorphic Automates Governance and Secures Access to Public Health Data

Ensure HIPAA and NIST Compliance with Fine-Grained Controls While Reducing IT Burden

  • Automated Policy Enforcement
  • Audit Trail for Security & Compliance
  • Fine Grained Role Based Access Controls
  • Integration with Incident Response System
Master-Patient-Index

Automate Data Extraction from Paper Forms with Amorphic

Streamline Public Health Workflows to Save Time and improve Data Accuracy

  • Powered by LLMs
  • Automatically Populates Data into the Store
  • Automated Form Classification and Data Extraction
  • Human-in-the-Loop (HITL) for Accuracy and Compliance
Master-Patient-Index

Automate Public Health Reporting and Dashboard Creation with Amorphic

Track Critical Health Metrics, Visualize Trends, and Empower Data-Driven Decisions

  • Dynamic and Interactive Dashboards
  • Unified Dashboards for Cross-Dataset Metrics
  • Seamless Sharing of Dashboards and Reports
  • Row and Column-Level Security Extends to External Tools
Master-Patient-Index

Benefits to the Organization

Reduced Manual Burden

Free teams from repetitive tasks so they can focus on immediate public health needs.

Reduced_Manual_Burden

Cross-Department Collaboration

Shared data foundation for immunization, vital statistics, epidemiology, and more.

Cross-Department_Collaboration

Cost and Resource Efficiency

Turnkey platform means minimal in-house engineering-start small and scale only as needed.

Cost_and_Resource_Efficiency

Faster, Better Decision-Making

With integrated, accurate data, policy and program decisions are supported by real-time insights.

Faster-Better-Decision_making

Long-Term Future-Proofing

Cloud-based infrastructure adapts to new threats and emerging technologies effortlessly.

Long_Term_Future_Proofing

Key Benefits for Every User

For Leadership (Health Directors, Executives)

  • Instant visibility into public health trends
  • Automated reports for fast, data-driven policy decisions
  • Real-time metrics on infection rates, immunization uptake, and more

For CDOs (Chief Data Officers)

  • Reliable, regulatory-compliant datasets.
  • Centralized data oversight and quality assurance.
  • Easy governance enforcement with fine-grained access controls

For CIOs (IT Leaders)

  • Compliance baked into platform design
  • Faster rollouts of new data sources or programs
  • Simplified operations with auto-scaling and minimal infrastructure overhead

For Analysts and Epidemiologists

  • Natural language queries for quick insights
  • One-stop shop for integrated, de-duplicated data
  • Automated data prep, leaving more time for real analysis

Implementation Approach


Start Small

Identify high-impact use cases—like COVID hospitalization rates, maternal health outcomes, or immunization tracking—and tackle them first.

Start_Small
Launch Your Data Store

Amorphic sets up a secure, compliant data lake within minutes, ready to ingest and standardize your agency’s data.

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Automate Data Pipelines

Use drag-and-drop interfaces to configure ingestion, cleaning, and FHIR conversion. Save time with built-in data quality checks.

Automate_Data_Pipelines
Entity Resolution & MPI

Leverage AI to unify records, matching information about mothers with their kids or lab results to electronic case reports, without manual intervention.

Entity Resolution & MPI
Secure, Govern, and Scale

Apply role-based permissions, set up automated compliance checks, and seamlessly add new data sources. Expand at your own pace.

Secure-Govern-and_Scale
Deploy Analytics & Reporting

Create visual dashboards, schedule leadership briefings, and enable advanced analytics in SAS, R, or AI/ML tools—all from one platform.

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Ready to take the next step?

Contact Amorphic for a consultation or demo. Start small, achieve quick wins, and build a
scalable foundation for public health data management.

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