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Check the chain from specific equipment to spending decisions. A model demonstration helps, but funding also needs operating conditions, budget and verified sales status.
GPU-pool funding is easier to discuss when each material claim has evidence. “Equipment is available,” “the model works” and “the sales channel is connected” describe different stages. One attractive chart cannot prove all three.
Project review is a chance to agree facts before spending. The following discussion questions can be adapted to participation scale. They do not replace specialist document review where your organization requires it.
Verify resource existence and availability
Request configuration specifications and the basis on which the project can use the resource. Clarify owner, site, schedule and physical-access responsibility. A server-room photograph does not identify usable machines or their existing obligations.
For post-grant equipment, clarify permitted use separately. For rented servers, check duration and renewal. For future purchases, check specifications, included components and acceptance criteria. Distinguish these three situations explicitly.
Request a reproducible technical result
Clarify model, environment version, request lengths and concurrency. Speed figures need measurement conditions and error information. Check service recovery after an ordinary restart rather than only one response from a warm environment.
NVIDIA DCGM Diagnostics describes active hardware and environment checks. Results are one kind of technical evidence. They establish neither project economics nor performance on the chosen LLM workload.
Separate active channels from plans
Ask for exact integration status: discussion, application, review, testing or working connection. Each should identify remaining work. If sales depend on a third-party platform, include that dependency in the calendar.
OpenRouter has an application and technical-selection process. Preliminary infrastructure funding therefore cannot rely on an existing partnership the team does not claim.
Match budgets to evidence
Review “expense — purpose — evidence.” Procurement should deliver accepted equipment, a pilot a report, and operations an observable working period. Show shared expenses separately to avoid artificially low per-node costs.
Ask who approves estimate changes and what happens if tests reject the hypothesis. A useful answer includes alternatives: improvement, another scenario or stopping. Unconditional continuation regardless of results makes review a formality.
Prepare a substantive next conversation
After review, list confirmed facts and open questions. Assign each question an action, deadline and responsible party. This supports funding a defined stage without requiring belief in distant growth.
Compare this review with milestone funding and the pilot plan.