# Dataset fulfilment # Dataset fulfilment Data Turns an approved data request into a scoped extract — resolving which organisation it belongs to, mapping the requested field names onto the canonical model, and returning either the result directly or a time-limited download link. - **Used when** — When someone with authority to ask needs data out of the graph store and the request arrives as a sentence rather than as a query. - **Loads first** - The persistence product's own access patterns, before any read. - Its access bootstrap, which establishes the environment and the verified credential source. - **Returns** - How it was invoked, how it read the request, and the organisation scope it resolved. - The environment, verified credential source and discovered configuration, with no secret values. - What validation found — a missing scope, an unverified requester, an unmapped field. - The extraction plan: requested field names, the canonical fields they map to, and anything unmapped. - The action taken, the workflow status, and the artifact metadata the workflow returned. - The exact missing input, when it is blocked. ## Others in Data - Counterparty document expectations - Data-lake assistant - Knowledge search - Metric reconciliation - Model curator - Pipeline control panel - Property data exploration - Public record ingestion - Question answering - Report catalog - Search to production