Data ReserveAI data licensing research
Section 02 of 12 / Understand

Do-it-yourself game plans

Work from a defined archive to an approved, controlled licensing process.

15Research pages
8Sources cited
4 November 2026Last updated
A sequence of archive folders and reference documents
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01What does the complete process look like?The stages can overlap, but sample release must not precede its approval.Read →02Stage 1 — Define a decision that the team can actually makeSuggested internal effort: 2–4 person-days across commercial, product and finance; assumption only.Read →03Stage 2 — Build an inventory without ingesting the whole archiveSuggested internal effort: 3–8 person-days for an initial metadata pass; assumption only.Read →04Stage 3 — Find evidence of a specific purchasing requirementSuggested internal effort: 4–10 person-days; external response time unknown.Read →05Stage 4 — Establish permissions and approve a controlled sampleSuggested coordination effort: 3–8 internal person-days plus scoped counsel review; remediation duration unknown.Read →06Stage 5 — Compare the service you are buying and the costs it createsSuggested internal effort: 3–6 person-days plus supplier response time; assumption only.Read →07Stage 6 — Run a pilot that tests usefulness and deliverySuggested preparation effort: 5–15 internal person-days for a modest pilot; assumption only.Read →08Stage 7 — Negotiate scope and approve the actual economicsSuggested internal effort: 4–10 person-days plus external negotiation and counsel time; assumption only.Read →09Stage 8 — Deliver, reconcile, review and exit deliberatelyOngoing effort: measure during the pilot; no generic support-cost benchmark is asserted.Read →10What timeline and budget should the owner actually approve?A six-to-ten-week internal pilot-readiness calendar is a possible planning target when owners and source records are available, not a typical market lead time.Read →11What can go wrong, and how do we avoid repeating the work?For alternative starting situations: an owner with no known buyer should stop after demand qualification if evidence remains weak; an owner with a live proposal should prioritise scope and proof; an owner with an active contract should start with reporting, renewal deadlines and existing grants.Read →

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9/10Buyer fit
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8/10Sources

Detailed staged operating plan with accountable owners, outputs, gates and checked illustrative arithmetic. Timelines and costs are explicitly assumptions, and current primary documentation supports the technical distinctions; archive-specific demand and permissions remain outside the evidence.