Handshake AI vs Scale AI
Download the offer comparison workbook
Put written offers side by side, with scope, exclusivity and missing terms visible.
What's in the file
- Tab: Offers
- Tab: Scope & exclusivity
The short answer
Compare the route and licensed scope first, then the written price, deductions and payment trigger. The programmes below may serve different kinds of data. Public headline values are not offers for your company.
Handshake AI
Direct licensing partnership
Scope: company operational records
Published target: 20+ full-time employees and 3+ years in operation. Scope and legal rights require review. Operation age is different from years of records retained.
Scale AI
Operational data partnership
Scope: warehouses, chat, email, documents, project tracking, CRM, ERP, support
Established real workflows, history, domain depth, and clear stakeholder. 40+ employees preferred, with case-by-case assessment.
Side by side
Unknown terms stay unknown. These descriptions do not establish a personal payout, reliable settlement rate or buyer acceptance.
What each programme asks for
Handshake AI
Direct licensing partnership
Scope: company operational records
Published target: 20+ full-time employees and 3+ years in operation. Scope and legal rights require review. Operation age is different from years of records retained.
Scale AI
Operational data partnership
Scope: warehouses, chat, email, documents, project tracking, CRM, ERP, support
Established real workflows, history, domain depth, and clear stakeholder. 40+ employees preferred, with case-by-case assessment.
Which route to consider
Consider Handshake AI for this scope
company operational records.
Published target: 20+ full-time employees and 3+ years in operation. Scope and legal rights require review. Operation age is different from years of records retained.
Consider Scale AI for this scope
warehouses, chat, email, documents, project tracking, CRM, ERP, support.
Established real workflows, history, domain depth, and clear stakeholder. 40+ employees preferred, with case-by-case assessment.
Scope overlap alone does not establish acceptance. Use the buyer's current intake requirements and a written offer before choosing.
Key differences to check
Payment model. Handshake AI: Scoped direct licence; final payment structure requires seller terms Scale AI: Continuing partnership with recurring-revenue opportunity
Price basis. Handshake AI: Public programme advertises 100K-4M+ USD; checked calculator is indicative, not a written offer Scale AI: 10K-1M+ USD is explicitly illustrative and cadence-dependent
Timing. Quote turnaround, buyer acceptance, collection of fees and seller payment are separate events. Compare dates only when their starting and ending events match.
What to confirm before choosing
- Which records and permitted uses are covered, and which are excluded?
- What is the agreed price or seller share, after deductions and fees?
- Which acceptance and collection events make payment due?
- Does exclusivity apply to a defined dataset, time period or use?
- Who approves onward licensing, and which rights survive termination?
A fixed price defines one term of a contract. It does not itself prove payment, acceptance or a settlement deadline.
Download the payout workbook
Work out what you keep from an offer and track when payment becomes due.
What's in the file
- Tab: Payout
- Tab: Payment milestones
Common questions
Which programme pays more for my data?
Public ranges and programme tiers do not establish your net payout. Compare written offers for the same records, permitted uses, acceptance conditions and deductions.
Does a faster quote mean faster payment?
No. A quote is a process step. Seller payment depends on the agreed trigger, acceptance conditions and any collection or payout threshold.
Can I choose a buyer directly from this comparison?
Use this page to prepare questions. Current eligibility, licensing authority, commercial terms and buyer acceptance need separate confirmation.
Evidence and sources
Handshake AI: primary sources
Records checked 2026-10-03. Programme statements are not independently verified seller outcomes.
Scale AI: primary sources
Records checked 2026-10-03. Programme statements are not independently verified seller outcomes.
Unlock the full company comparison with basic details, independently of an assessment.
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