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Sally Does Data
Sign inDescribe a need

Checking buyer capability gates…

Reproducible delivery

The license points to one exact revision.

A mutable database query is not a deliverable. Sally’s target is a finalized manifest that pins every approved asset representation, context snapshot, rights profile, quality report, schema, and checksum.

Standard evaluation package

The exact package varies by modality and license, but an ML-ready revision should be self-describing and testable before custom integration.

README.mddataset-card.jsoncroissant.jsonmanifest.jsonlschema.jsondata-dictionary.csvquality-report.jsonrights-summary.jsonprovenance.jsonlicense.pdfexample-loader.pyevaluation.ipynbchecksums.sha256

Delivery receipt

Who
Verified organization and authorized service identity
What
Product, revision, manifest hash, and entitlement
Where
Approved destination and access boundary
When
Transfer, verification, expiration, and revocation events
Proof
Checksums, access logs, status, and deletion verification

Planned methods—none active

Unavailable

Buyer-owned object storage

Controlled transfer into an approved bucket, verified against the signed manifest.

Unavailable

Managed read-only access

Least-privilege access to a pinned revision with expiry, logging, and revocation.

Unavailable

Checksummed pilot package

A small evaluation or pilot artifact with expiring access and explicit permitted use.

Separate gates prevent accidental access

  1. 1Buyer workspace and private request draft
    Off unless this gate is independently approved.
  2. 2Public product discovery
    Off unless this gate is independently approved.
  3. 3Platform-reviewed product publication
    Off unless this gate is independently approved.
  4. 4Reviewed sample access
    Off unless this gate is independently approved.
  5. 5Buyer identity and intended-use approval
    Off unless this gate is independently approved.
  6. 6Contract and entitlement activation
    Off unless this gate is independently approved.
  7. 7Secure delivery
    Off unless this gate is independently approved.
  8. 8Payment collection
    Off unless this gate is independently approved.
  9. 9Contributor payout and tax reporting
    Off unless this gate is independently approved.