Organization-Controlled Data and Integration

A source-neutral reference model for how Organization-approved information can move through governed interfaces into connected operational workflows and approved downstream consumers.

01 — Organization-approved sources

Personnel, learning, assessment, performance, device, operational, and analytics sources contribute approved records under Organization control.

02 — Interface and ingestion services

APIs, approved file exchange, mapping, validation, replay, reconciliation, freshness monitoring, and error handling establish governed exchange.

03 — Governed operational data layer

Canonical records, effective dates, reference data, provenance, lineage, quality rules, relationship history, and audit records provide the connected operational model.

04 — Workflow and application services

Participants, programs, assessments, development, quality resolution, reporting, administration, and service operations use governed operational records.

05 — Governed outputs

Reports, open-format exports, approved interfaces, analytics-ready views, transition packages, and evidence bundles support approved downstream consumers.

The Organization retains ownership and control of its operational data. Production delivery includes documented schemas, data definitions, mappings, lineage, interface contracts, quality rules, export conventions, and transition artifacts. Commercial software and preexisting intellectual property remain governed by their applicable license terms.

Source applications remain replaceable contributors rather than becoming the sole owner of the Organization’s integrated operational record.