The Real Bottleneck: Where Software Development Actually Gets Stuck

While organizations increasingly turn to AI to accelerate development processes, this article challenges the fundamental assumption that AI can directly speed up software work. The real bottleneck lies upstream in problem definition and requirements clarity—challenges that even the best AI cannot bypass, and where vague specifications create cascading delays throughout the entire project. Understanding this distinction is critical for realistic technology investment: throwing AI at poorly-understood problems will fail to deliver the promised productivity gains.