Scope a project

Proprietary-data licensing

A defined subset of authorized records, prepared for explicitly permitted uses.

Discuss a project

When this fits

Your model or evaluation needs real context that you cannot use without clear source authority and permission.

  • Prepare a defined subset of records controlled by an authorized owner.
  • Preserve linked context while excluding material outside the agreed use.
  • Scope a refresh or additional use where the source agreement permits it.

What you receive

  • The agreed record subset and relevant linked context.
  • A source and rights manifest identifying permitted buyers and uses.
  • A preparation and transformation log.
  • Exclusions, reuse restrictions and retention or deletion requirements.
  • A quality summary distinguishing source-reported facts from reproduced checks.

How we check it

  1. Trace the delivered subset to authorized sources and permitted uses.
  2. Check duplicates, sensitive information, secrets and broken links as scoped.
  3. Carry exclusions and agreed ownership, royalty and reuse terms into the delivery documentation.

Scope, acceptance criteria, review deadline and included corrections are agreed before work begins.

Discuss your project

Share a high-level requirement. We discuss the scope and propose a paid engagement with agreed deliverables, review criteria and payment terms.

Discuss a project

Pricing depends on scope, rights, effort and security requirements. Expanded uses, support and refreshes are separately agreed.