MVP validation
Evidence-driven ways to test demand, pilots and technical feasibility before scaling spend.
5Start with the cornerstone
Latest in this collection
Product & MVPYC Application Technical Readiness: What to Build Before You Apply
YC does not require an MVP, but a working demo, real user evidence and founder-owned technical progress can sharpen your application. Use this checklist to build proof instead of polish.
Product & MVPB2B Product Validation in DACH
Validate demand before funding the full build. Test buyer access, procurement, GDPR evidence, paid pilots and slow sales-cycle signals.
Product & MVPPaid Pilot vs PoC vs Design Partner: Which One Proves Demand?
Decision guide for choosing the right evidence test: technical feasibility, customer learning or willingness to pay, with a seven-condition paid-pilot scorecard and contract brief.
Product & MVPThe MVP Is Dead. Build a Minimum Credible Product.
AI made prototypes cheap, not product judgment. The traditional MVP's roughness now damages the signal it was meant to collect. A practical case for building less, finishing one trustworthy path, and measuring evidence that deserves the next investment.
Product & MVPTechnical Due Diligence for AI MVPs Before Funding
What investors check beyond the demo: evals, model and prompt versioning, inference economics, data rights, and the handover artifacts that keep your valuation when diligence starts.