Element / Healthcare - FMV Automation for JSA Fee-For-Service Contracts
FMV Automation for JSA Fee-For-Service Contracts
Problem :
Assessing Fair Market Value (FMV) for JSA (Joint Service Agreements) FFS arrangements with healthcare entities involved a time-consuming, manual review of historical contracts, tables, and budgets-leading to inconsistencies and delays.
Solution :
Using Python and AutoGen’s multi-agent framework, a pipeline was built to extract financial tables from PDF contracts, map them to standard templates, validate data against FMV guidelines, and store results in a centralized repository for future analysis.
Outcome :
The process became faster, more consistent, and fully aligned with FMV compliance standards. Manual workload dropped significantly, and data readiness improved for audit and review cycles.