AI has become the centerpiece of global innovation. In the first half of 2025 alone, $59.6 billion, more than 53% of total global venture funding, was invested in AI startups. Investors are backing teams that can turn AI-driven ideas into working MVPs fast.

Yet the reality is sobering. The failure rate for AI startups is estimated at 90%, far...