Bridge by Healthie gave Vori Health the data foundation to run better clinical operations and prove outcomes to partners
With data infrastructure off their plate, Vori's team shifted from maintaining pipelines to acting on insights.
Most care delivery organizations are sitting on clinical data they cannot actually use. Records live in fragmented systems, exports run on overnight batch jobs, and by the time data reaches an analytics layer it is already stale.
Bridge by Healthie was built to solve exactly this problem. Because Healthie's platform captures every clinical and operational event in a structured format, Bridge can extract and deliver that data directly to a customer's warehouse without custom ETL pipelines or ongoing maintenance overhead. For Vori, that meant reliable, consistent data their team could build on.
For Vori Health, that meant turning raw data into meaningful clinical intelligence: tracking functional outcomes over time, identifying which care protocols were driving recovery, and closing the loop between what clinicians document and what leadership can quickly act on. It meant having a data layer their partners could rely on for reporting, and a foundation their engineering team could build on rather than babysit.
After outgrowing their operationally complex data pipeline, Vori's move to Bridge's Snowflake Direct Share delivered immediate, measurable operational relief.
Since moving to the Snowflake Direct Share, Vori Health has seen meaningful improvements across engineering efficiency and data operations:
- A trusted, real-time source of clinical truth: Healthie serves as Vori's authoritative clinical data source, feeding every downstream analytics and reporting tool with consistent, up-to-date records.
- Near-zero ongoing maintenance: The team now spends virtually no time ensuring consistent, reliable access to Healthie data, freeing them to focus on what the data enables rather than whether the data arrives.
- Engineering capacity redirected to building: At peak, a dedicated software engineer was consumed by maintaining the webhook connection. That bandwidth is now redirected to building new capabilities and unlocking growth opportunities.
- Partner reporting unblocked: Healthie data flows reliably into Vori's dbt layer and downstream to business intelligence tools, powering outbound partner reporting, CPT code analysis, clinical charting review, and patient survey data.
- Scalable data model: Bridge data feeds a comprehensive dbt model consolidating Healthie alongside Vori’s other data sources into a single warehouse, giving the team a unified view of clinical and operational performance.
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Vori Health needed data infrastructure that could grow with their clinical operations, not slow them down
Maintaining the status quo was a full-time job.
For a tech-enabled musculoskeletal care provider scaling across multiple states, reliable access to patient data is not a competitive advantage. It is table stakes. Vori Health had built their own data infrastructure early on, using webhook events to detect and sync changes from their EHR into an internal database. It worked until it didn't.
As clinical operations grew, so did the surface area of the problem. New fields needed syncing. New objects needed tracking. Every expansion of Vori's data requirements translated directly into engineering work: scoping, building, testing, and maintaining additions to a pipeline that was never designed to scale with the organization. According to Donald Heatherington, Engineering Leader at Vori Health, the team faced "repeated requests for syncing additional fields and objects," a steady drumbeat of incremental work that compounded over time.
At its peak, the infrastructure required a dedicated software engineer just to keep data flowing. Not to build new product capabilities. Not to improve patient outcomes. Simply to maintain the status quo.
For a company whose competitive differentiation depends on what they build, not on plumbing, that was an unsustainable allocation.
Bridge’s Snowflake Direct Share gave Vori a reliable, real-time clinical data layer they could build on
With data ingestion handled, Vori’s team shifted from managing ingestion to generating insight.
Vori’s goal was straightforward: maintain an accurate, up-to-date record of Healthie data for reporting and operations. Their initial approach, a custom webhook pipeline, was a reasonable starting point, but as their data needs expanded, so did the engineering investment required to keep it running.
The migration to Bridge’s Snowflake Direct Share resolved this. With data infrastructure off their plate, Vori's engineering team shifted focus to constructing a unified data model that consolidates Healthie alongside their other clinical and operational systems. What started as a maintenance problem became a platform for their reporting and partner operations.
That platform surfaces in business intelligence tools for business users and clinical managers, powering outbound partner reporting, CPT code analysis, clinical charting review, and patient survey data.
Once the Snowflake Direct Share was in place and the team migrated their data models, confidence in the data followed. Bridge delivered what Vori had been working toward: consistent, direct access to Healthie data for operations and reporting without the ongoing maintenance overhead.
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