Opportunity for Change 

Value-based care (VBC) contracts demand precise data processing, accurate quality reporting, and efficient operational workflows. But with dozens of payors, complex file structures, and contract-specific rules, teams often struggle with manual tasks, delays, and heavy volume of operational work.

Providence transformed this complexity by building a scalable, automated VBC operations management framework, that accelerates processing, strengthens contract performance, and reduces operational burden across VBC contract types.

Context

Manual, siloed VBC management impacts cost, accuracy, and speed.

Without standardized tooling and automation:

• Eligibility and claims files require extensive cleansing and validation
• Contract rules must be configured manually, slowing onboarding
• Quality measure files require custom work for each payor
• Care gap lists take time to assemble and distribute
• IT teams manage heavy infrastructure loads, increasing spend
• Pick-and-replace workflows for incoming files consume large labor hours

The impact multiplies across all the contracted payers with different formats and expectations. As contract volumes rise, traditional operating models cannot scale.

Our Approach

Providence built a comprehensive, automation-forward VBC operations management framework that streamlines ingestion, validation, transformation, reporting, and provisioning.

This system:

• Standardizes data ingestion, cleansing, and extract–transform–load (ETL) processes
• Processes eligibility and claim files faster using data-driven rules
• Automates service level agreement (SLA) user stories as files arrive through Secure File Transfer Protocol (SFTP)
• Automates quality assurance (QA) validations
• Integrates reusable components to onboard new payors with minimal effort
• Provides the data-warehouse backbone for analytics and quality reporting
• Enables scalable Fast Healthcare Interoperability Resources (FHIR) infrastructure for modern data exchange

Key data and processes supported:

• Eligibility, and claims files
• Supplemental files for quality measures
• Gap-list creation and distribution
• Service level agreement (SLA) tracking via real-time dashboards
• Medical and pharmacy grouper processing
• Infrastructure optimization and monitoring

This creates a single, standardized, automated workflow for managing the full lifecycle of VBC operations.

Impact in practice

By systematizing and automating the end-to-end VBC operations lifecycle, Providence has transformed a traditionally manual, fragmented process into an efficient, transparent, and scalable system.

This unified, automation-driven model shows how data, engineering, and disciplined operational design can unlock enterprise-grade performance in value-based care.