Provider 360 Accelerator

Provider 360 Accelerator

An open-source, AI-powered accelerator built build for LakeFusion MDM on Databricks that can rapidly identify, analyze, and resolve duplicate provider records at scale.

Not just migration tool

Provider Data is Hard

Effective healthcare operations depend on accurate complete and unified provider data, however provider information remains one of the most fragmented and complex domains in the healthcare data estate.

Providers are represented differently across:
EMR’s
NPPES
Claims systems
Credentialing platforms
Payer directories
External data sources

These inconsistencies create duplicate records, incomplete profiles and unreliable analytics that directly impact care delivery, claims processing, compliance and value based care initiatives.

Person holding a smartphone and interacting with floating digital data charts and icons above a laptop.
Businessman in suit writing on a clipboard with superimposed transparent gear icons symbolizing process or engineering.

The MDM Gap

Traditional MDM Falls Short for Provider Data

Traditional MDM approaches struggle with provider data due to rigid matching rules, exact-match dependencies, and brittle fuzzy logic.

As new sources are added and provider representations evolve, these systems become expensive to maintain, slow to adapt, and difficult to scale.

The result is increased latency, complex pipelines, governance friction, and missed duplicates — all of which undermine trust in provider analytics.

The Solution

Provider 360 Accelerator

The Provider 360 Accelerator is an open-source, AI-powered accelerator built by Frisco Analytics on Databricks. It demonstrates how advanced entity resolution techniques, including embedding models, and vector search.

Our accelerator serves as:

  • A fast start for provider deduplication
  • A reference architecture for AI-driven Provider MDM
  • A foundation for enterprise-grade Provider 360 implementations using LakeFusion

These inconsistencies create duplicate records, incomplete profiles and unreliable analytics that directly impact care delivery, claims processing, compliance and value based care initiatives.

A New Approach

LakeFusion Provider MDM on Databricks

LakeFusion MDM on the Databricks Data Intelligence Platform enables a fundamentally different approach to provider MDM by bringing data and processing together in a single lakehouse architecture.

Instead of moving data between operational, analytical, and mastering systems, LakeFusion processes provider data where it lives… extending this capability into a full, enterprise-grade Provider MDM solution.

  • AI-powered entity resolution
  • Configurable survivorship and golden record creation
  • Robust data quality profiling and monitoring
  • Intuitive data stewardship workflows
  • Native governance via Databricks Unity Catalog

Reduced data movement, lower costs, and accelerated time to insight.

Why Frisco Analytics

Simply Put... We focus on outcomes

We design reliable, cloud-native data foundations that teams can trust. By working closely with enterprise teams, we build systems that scale, stay governed, and support real business decisions.

Outcome-Driven by Design

We focus on measurable business outcomes, not just pipelines or dashboards. Every solution is built to support real decisions and long-term impact.

Engineered for Trust

Rushed or under-engineered data breaks confidence. We design reliable, governed pipelines that teams can trust for analytics and AI.

Built Alongside Your Teams

We work as an extension of your team, collaborating closely to design, implement, and optimize cloud-native data platforms.

Contact Us
More Solutions

Explore Other Solutions

Payer 360

View Solution

Patient 360

View Solution

MDS to Databricks

View Solution

Informatica to Databricks

View Solution