#enterprise-strategy

#enterprise-strategy

Here's the uncomfortable truth that every AI agent company is dancing around: error compounding makes autonomous multi-step workflows mathematically impossible at production scale. Let's do the math. If each step in an agent workflow has 95 percent reliability, which is optimistic for current LLMs, then five steps equal a 77 percent success rate, ten steps is a 59 percent success rate, and 20 steps is a 36 percent success rate.

Despite facing high capital costs and macroeconomic uncertainties, over 70% of global CEOs are optimistic about mergers and acquisitions rebounding in 2025.