A vetting-first matching platform that requires founders to demonstrate active commitment (e.g., linked GitHub, shipped product, revenue evidence, or structured weekly check-ins) before surfacing them as candidates. An AI compatibility engine scores pairs on skill complementarity, startup stage, domain interest, time commitment, and risk tolerance using structured intake — not generic questionnaires. Founders see a curated shortlist of high-signal matches with compatibility breakdowns, eliminating cold outreach entirely.

The explosion of solo founders and AI-assisted building has created a massive wave of non-technical entrepreneurs actively seeking technical partners, making the supply-demand mismatch more acute than ever. Existing platforms like CoFoundersLab and Indie Hackers haven't evolved their matching logic in years, leaving a clear product gap for a data-driven, commitment-filtered alternative.