6 - 12+ months to validate an idea and launch a product.
6 weeks to get a working and validated MVP.
Tall. The risk of bankruptcy is discovered only at the end, after investing significant time and budget.
Integrated and iterative sprints: AI-powered Deep Search to validate the market fit, rapid prototyping and continuous testing.
Tall. The risk of bankruptcy is discovered only at the end, after investing significant time and budget.
Minimized. The idea is validated (or invalidated) in the first few weeks, limiting investment and maximizing learning.
A product launched on the market based on assumptions, or in the worst case, only presentations and mockups.
A working MVP, tested by real users, with production-ready code, a scalable design system and a real database validated with the support of our legal team.
User feedback comes at the end of the process, when modifying the product is complex and expensive.
Feedback is the engine of the process. Collected starting from week 3 with qualitative data and behavioral analytics.
Based on internal assumptions, static market analysis, and opinions.
Based on concrete evidence, real usage data and direct feedback from target users.
Standard technology stacks, predominantly manual development and design processes.
Vibe Coding platforms, generative AI for code and design such as Claude Code with Opus and Sonnet models, development environments such as Replit
and real-time analytics systems.
Based on internal assumptions, static market analysis, and opinions.
Based on concrete evidence, real usage data and direct feedback from target users.
Elevated. It requires the completion of a large part of the project before getting a response from the market.
Based on concrete evidence, real usage data and direct feedback from target users.