Evidence before claims

Synthetic dataset case studies

The current story is an illustrative template, not a completed customer deployment. Future customer cases require approval and evidence for every stated outcome.

Reusable publishing template

Every case must answer the same six questions.

A case is publishable only when scope, evidence, outcome, and limitations can be reviewed independently.

1 · Problem
What decision, test, or workflow needed better data?
2 · Source and scope
Which immutable observed release, fields, volume, and exclusions were used?
3 · Evidence
Which fidelity, privacy, and domain-specific checks support the result?
4 · Delivery
What format, release, label version, and access path were delivered?
5 · Outcome
What changed, how was it measured, and over what period?
6 · Limitations
What may not be inferred, and which uses remain prohibited?

Illustrative case-study template · not a customer deployment

Vehicle-market integration testing

Problem and intended use

A product team needs enough stable, realistic vehicle-listing rows to test pagination, filters, imports, and analytics before production use.

Scope and evidence

Pin dsv-preview-20260813, scope five fields and 100,000 target rows, exclude direct identifiers, then review schema, distributions, relationships, rare combinations, and source-row similarity.

Pinned lineage
Fidelity review
Privacy review
Explicit limitations

Illustrative outcome100,000 review-gated rows; no production claim while thresholds remain pending.

Delivery contractDataset label + accepted API or file releaseOne scoped pilot release

Apply the same evidence standard

Scope a pilot that can become an honest case study.

Scope a synthetic-data pilot