Data ReserveAI data licensing research
Section 08 / Readiness quiz

How do we answer and calculate the result?

Data Reserve research deskSection 08Page 2 of 10Last updated 4 November 2026

Choose one answer per question: A = 0, B = 1, C = 2, D = 3 points. If your position falls between options, choose the lower supported answer. No evidence, an expired document or an unanswered question scores zero for this assessment; that records uncertainty, not wrongdoing.

Record a document link, reviewer and date beside every C or D answer. Fifteen questions produce a maximum of 45 points. Add the selected values; optional percentage = total ÷ 45 × 100. Do not omit questions or change the denominator. A genuinely inapplicable question can receive D only with a written explanation approved by the accountable reviewer—for example, an explicit non-exclusive arrangement can resolve the exclusivity question.

# Question A — 0 points B — 1 point C — 2 points D — 3 points
1 What decision are we making, and who owns it? General interest only Sponsor identified, no decision Written decision and deadline Sponsor, scope, approval route and decision date agreed
2 Can we describe the eligible archive precisely? Only a headline file count Broad subjects and dates Cohort inventory with known exclusions Versioned inventory, counts, formats and exclusions reconciled
3 What supports the intended rights grant? Possession or assumption Some contracts located Proposed cohort reviewed with gaps isolated Accountable counsel has documented the permitted scope and conditions
4 Have personal, confidential and third-party material been addressed? Unknown Risks listed informally Review owner and exclusion plan assigned Intended sample and disclosure controls reviewed and approved
5 Have we separated training, fine-tuning, retrieval and evaluation? Generic “AI use” Preferred use named Use-by-use grant and exclusions drafted Legal, product and commercial owners agree the scope and retained options
6 What evidence supports demand for this archive? Market headlines Supplier says buyers are interested Dated use-specific enquiry with requirements Relevant procurement contact or permissioned evidence confirms next buying step; conditions recorded
7 Have we verified the partner's role and identity? Brand or logo only Website and sales contact Contracting entity, owners and service scope documented Scope, subcontractors, conflicts and counterparties checked through independent records or direct confirmation
8 Can we test comparable delivery and payment claims? No examples Unverified case study Redacted comparable evidence, gaps recorded Permissioned reference and documentary check support the specific claims being relied on
9 Can we restrict an evaluation sample? Full archive requested without controls NDA or general assurance only Recipient, purpose, sample and controls drafted Signed scope, approved recipient, expiry, access controls and incident contact ready
10 Is preparation tied to buyer requirements? Clean everything first Generic improvement list Sample-based scope and acceptance criteria Buyer-confirmed requirements, capped pilot and change control approved
11 Can finance reproduce the net proceeds? Headline value only Commission percentage known Deductions, costs and timing mapped Reconciled downside/base/upside model, including no-sale case and cash approval
12 Is exclusivity bounded and justified? Broad restriction unexplained Duration known Content, uses, customers and release terms mapped Alternatives assessed and performance/release terms accepted, or documented non-exclusive route
13 Can the proposed billing and remittance be checked? Payment promise only Report sample with missing fields Billing basis, deductions, due dates and records defined Finance reproduces an example from underlying records and agrees exception handling
14 Is delivery operationally supportable? No technical owner Format discussed Pilot schema, security and update duties documented Named owners pass agreed sample tests and accept the ongoing workload
15 Is renewal and exit workable? Termination assumed to erase everything Notice date known Retention, downstream use and surviving rights listed Legal, technical and commercial owners agree realistic exit obligations and review triggers

The difference between C and D is documented review or corroboration. It is not a larger sales promise. For question 8, accept proportionate redaction or confidential reference checks rather than insisting suppliers disclose another customer's protected terms.

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