Unified APIs are read-optimized. They pull standard HR fields out of a system but break on write-back, when corrected pay data must return to a local provider with that provider’s required field combinations and validation. In payroll, a failed write is a missed pay run. datascalehr is a bidirectional context layer with country-specific validation in both directions.
