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CONTROL FRONTIER · WORKFORCE API PLANNED

Shared processing, consistent evidence. ​

The integration extends the existing ingestion path.

Data Exchange ​

Current Data Exchange supports bounded JSON/CSV jobs, source identity mappings, checksums, validation, per-item outcomes and asynchronous proposal generation. The proposed facade must reuse those services. The existing 2,000-item bound counts objects and relationships together; a 10,000-person workforce requires several deterministic chunks.

Release status

The guides and API reference describe the reviewed design. Workforce API operations and complete integration remain proposed. Existing application capabilities are source-verified, not a public availability guarantee.

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SIAN Labs · Developer documentation