License one department or one set of systems first, and keep the rest for a later deal
Buyers of company records say in their own words that a first deal can be narrow: AfterQuery lets the company choose which teams, systems and time window, and says many partnerships start with one department; Scale says a partnership can begin with a very limited scope; Labelbox's Prism says participation can be scoped to specific workflows, metadata layers or historical datasets; Corpus Bridge says licensing a subset of repositories answers both the ownership and the security concern in a code sale.
Dated 27 Oct 2026Source checked 27 Oct 2026Basis: strong
“Do we have to share everything? No. You decide the scope: which teams, which systems and which time window. Many partnerships start with one department.”
AfterQuery, Data Partnerships, Questions and Answers, checked 27 Oct 2026
Scale AI, Data partnership FAQ, checked 27 Oct 2026
Everything read from this source (24)Archived copy, 16 Oct 2026
Labelbox Prism, FAQs, checked 27 Oct 2026
Everything read from this source (16)Archived copy, 22 Oct 2026
Corpus Bridge, Licensing code data (guide), checked 27 Oct 2026
- Claim the referral budget when you come direct
- Put an NDA in place before answering a buyer's intake questions: until then what you submit may not be confidential
- Buyers of company records talk of refreshes and ongoing partnerships, but none publishes a refresh price: fix it in the first agreement
- AfterQuery: what it buys and pays
- Structured, de-identified company records (Scale AI)
- Scale AI and Referrers: referral terms, company data partnerships
It is shown on its own, not counted into a figure.