Scope and payment terms agreed before commitment. Referral criteria: 20+ full-time staff and 3+ operating years. Confirm the final scope and acceptance terms before providing records.
This profile checks the public program and its stated terms. It does not authenticate a particular sender, audit completed deals, or certify security practices. No owner rating or paid-outcome estimate is assigned.
How evidence is checked · Commercial disclosureWhat is Handshake AI’s company-data program?
Handshake's company-data program helps businesses scope and license operational records for AI development. Its public process moves from qualification and agreed terms to preparation, delivery and payment. Official program ↗
Who is the counterparty?
Handshake AI is categorized here as partnership program. This describes the published route, not necessarily the entity that trains an AI model. Confirm the contracting company, its authority to license the records and the ultimate permitted recipients. A real company can still be impersonated; reach its program through the official source linked here.
Which records does it describe?
Process documentation, Project histories, Engineering specifications and tests, Logistics and production records, Research workflows, Financial and administrative workflows. Official program ↗
What does that mean for your archive?
Map these categories to the systems and date ranges your company actually retains. Include linked decisions and outcomes where available, but identify customer restrictions, personal information, third-party content and privileged material separately. A match with a listed category is a reason to ask about eligibility, not approval to send an export.
Which companies may qualify?
The official company-referral page seeks businesses with at least 20 full-time employees and three years of operation. Final suitability depends on the records and review. Official program ↗
How much does Handshake AI publish?
$383K–$897K calculator example: 100 employees, 10 years (calculator example; not an individual offer). Official program ↗
How should you interpret that figure?
Published bands, illustrative calculators and quoted examples are different types of evidence. None is a guaranteed price for your company. Where no range has been verified, do not fill the gap with another provider’s estimate. Request a written proposal identifying the records, rights, deductions and conditions behind the amount.
When and how is payment described?
Commercial and payment terms are agreed before commitment. A universal seller payment schedule or revenue-share formula is not visible in the reviewed main page. Official program ↗
What does this business model mean for an owner?
A stated licensing program does not make every submission payable. Ask which milestone creates the payment obligation, who decides acceptance, how a rejected dataset is handled, and whether exclusivity starts before any money is due.
Which evidence is available, and what is still open?
These labels describe disclosure, not quality scores. “Verify in writing” means this review does not establish the term for your transaction.
| Criterion | Evidence status | Owner check |
|---|---|---|
| Program identity | Official source linked | Use the provider’s own domain to verify the sender and contracting entity. |
| Record fit | Categories described | Process documentation, Project histories, Engineering specifications and tests. Ask for a bounded scope. |
| Eligibility | Published description | The official company-referral page seeks businesses with at least 20 full-time employees and three years of operation. Final suitability depends on the records and review. |
| Price visibility | Attributed public claim | $383K–$897K calculator example: 100 employees, 10 years (calculator example; not an individual offer) |
| Payment mechanics | Published description | Commercial and payment terms are agreed before commitment. A universal seller payment schedule or revenue-share formula is not visible in the reviewed main page. |
| Exclusivity and downstream rights | Verify in writing | Confirm duration, permitted uses, sublicensing and whether competing licenses are allowed. |
| Acceptance and deletion | Verify in writing | Specify rejection rules, access expiry, retention and deletion of samples and rejected records. |
What is not yet established?
- Confirm the exact licensing counterparty, downstream recipients, payment milestones and exclusions.
- Calculator outputs and headline earning figures are not individual offers.
How should you start the conversation?
Begin with a non-sensitive description of your company, systems, approximate history and record categories. Ask for the legal entity name and proposed use before providing samples. Use a separately scoped sample with agreed handling terms; a request for broad administrator access deserves a specific explanation and a limited-access alternative.
Questions to resolve before signing
- Which exact records and time periods are included, and which are excluded?
- Who accepts the data, using what test, and by what deadline?
- What amount reaches us after fees and costs, and when is it due?
- Which customers or labs may receive copies, and for which uses?
- Can we license the same records elsewhere, and what happens if no buyer is found?
- How are samples, rejected records and retained copies deleted or restricted?
Which alternatives are worth comparing?
These are comparison routes, not ranked recommendations. Similar program models come first; eligibility and current demand can still differ. Compare the same record scope with each provider.
| Provider / model | Payment | Published figure | Fit to investigate |
|---|---|---|---|
| Handshake AIPartnership program | Scope and payment terms agreed before commitment | $383K–$897K calculator example: 100 employees, 10 yearscalculator example; not an individual offer | Referral criteria: 20+ full-time staff and 3+ operating years Source ↗ |
| micro1Direct licensing | Individually assessed compensation; engagement terms vary | $100K+, $500K+ and $1M+ advertised partnership tiersprovider marketing tiers | 30+ staff; mature operations; mainly English; US prioritized Source ↗ |
| AppenDirect licensing | Negotiated fee on acceptance; preparation costs covered | Not publicly verified | Enterprises with operational history; wind-downs considered Source ↗ |
| AvelenceIntermediary | Partner-negotiated milestones; free initial profile | $160K–$500K example: 20 US employees, 10 years of recordscalculator example; not an offer | Retained company records; selected partner sets criteria Source ↗ |
| CorpusDirect licensing | On delivery confirmation; larger deals may use tranches | $100K–$2M+ across published company-size bandsprovider-reported engagement ranges | Enterprise archives; published size examples start at 25 staff Source ↗ |
See all 25 providers side by side · Read the detailed two-provider comparisons
Have a proposal from Handshake AI?
Record the amount, scope, payment trigger and open terms in the local comparison worksheet. It organizes the information you enter; it does not value your archive, contact providers or publish individual offers.
Sources & further reading
Provider statements are attributed claims, not audited outcomes. Reviewed 19 October 2026.