FindInfinite Labs takes on a small number of consulting engagements each cycle — typically with biopharma research groups, scientific platforms, and institutions building production-grade AI capability. We work as an extension of your technical leadership, not as a vendor.
Conventional consulting is structured around billable hours, slide decks, and the rapid rotation of junior staff. Our practice is the opposite: senior researchers and engineers, embedded with your team, accountable for shipped infrastructure and measurable scientific or operational results.
Most engagements run between nine and twenty-four months. We work in two cycles a year and admit a small cohort of partners through a structured scoping process before any commitment is made.
End-to-end design and implementation of production AI systems: training pipelines, inference architecture, evaluation harnesses, and the operational instrumentation that keeps them honest.
Embedded technical leadership for biopharma research groups deploying ML into structure prediction, virtual screening, and experimental design. Outcome-aligned, milestone-gated.
For organizations evaluating long-horizon investment in quantum computation. Honest capability assessment, technology forecasting, and applied algorithm work where it makes sense.
Independent technical assessment for acquirers, board members, and institutional investors evaluating AI-forward companies. Conducted under NDA, delivered with sources.
A structured 4–6 week engagement to define problem boundaries, technical risk, success criteria, and the team composition needed to execute. Delivered as a written brief, no commitment beyond.
Senior team embedded with the partner organization to build the agreed infrastructure or research output. Weekly demos, milestone reviews, full source delivery from day one.
Optional ongoing engagement after primary delivery. Senior researchers and engineers retained on a retainer basis for continued partnership, hiring support, and capability development.
Structured transition to partner ownership: documentation, internal training, and a 90-day support window. We optimize for our absence, not our retention.
"The best engagement we measure ourselves against is the one where the partner no longer needs us."
If you have a research or engineering problem that requires senior depth and a long planning horizon, start with a scoping conversation. We respond to every inquiry and decline most.
