Turn pilots into a company

Turn your first deployments into paid design partnerships. Define one workload, a frozen baseline, representative traffic, a four-to-eight-week window, weekly operator access, security boundaries, success metrics, a fee, and a production conversion decision. The customer receives priority and influence. You receive data, truth, and a reference if the result holds. Free open-ended pilots hide urgency, encourage custom work without commitment, and make it impossible to distinguish learning from unpaid support.

Choose pricing that mirrors what you control. Per-token pricing fits a shared API, but you absorb utilization risk. GPU-hour plus a platform fee fits dedicated deployments, but can look like commodity resale. Reserved commitments match predictable enterprise capacity. Outcome pricing works only when your wedge maps tightly to business value. Baseten combines usage pricing with enterprise deployment and support. Your early pilot fee should cover focused attention and test willingness to pay. It does not need to optimize the final margin model.

Build a small nucleus around four ownership zones. The founder owns discovery, sales, priority, capital, and partnerships. An inference engineer owns profiling, runtimes, kernels, and quality-performance tradeoffs. A distributed-systems engineer owns the gateway, orchestration, observability, and incidents. A customer engineer owns integration, evaluation, traffic replay, and production handoff. These may initially be three people wearing four hats. Add functions only when repeated work, not imagined scale, demands them.

Consider an illustrative four-week design partnership priced at fifteen thousand dollars, not as a universal recommendation but as a structure to test. The partner supplies a frozen model, two traffic traces, an evaluation set, and a weekly operator. You commit to one primary result: cut p95 time to first token by forty percent at the target concurrency, while answer quality and error rate do not regress. Week one reproduces the baseline. Week two deploys the control loop. Week three runs shadow traffic and a game day. Week four produces the final benchmark, security packet, economics, and a production decision. The fee tests urgency and pays for focused learning. If the target holds, conversion includes a reserved-capacity commitment and platform fee. If one named gap remains, extend once with an explicit decision date. Otherwise stop. Three pilots with the same architecture and buying motion are evidence for repeatability. Three unrelated consulting projects are evidence that the wedge is still too broad.

Tell the financing story as risk retirement. Show repeated customer incidents, committed design partners, a reproducible benchmark, unit economics by regime, and reliability evidence. Then name the next gate: perhaps three paid pilots converted to production, a measured cost advantage at target concurrency, or a pre-silicon architecture proof. Ask for enough runway to cross that gate with buffer. Do not finance an undefined horizontal platform, and do not present a GPU reseller as if capacity alone creates software margins.