Deterministic vs Probabilistic: The AI Shift

Описание: McKinsey’s new analysis puts hard numbers behind what many leaders are feeling. Only 10 percent of companies using AI see meaningful financial gains, and 90 percent of pilots stall in “pilot purgatory.” In this conversation, Alec and Tatiana break down why siloed AI teams, plug and play promises, and recycled buzzwords derail value. They explain what orchestration really looks like, how deterministic software differs from probabilistic systems, and why process intelligence plus modular tools beat giant roadmaps.

You’ll learn where agentic AI is actually working today, how to redesign workflows and incentives around autonomous and human-in-the-loop work, and why only 3 percent have scaled agents so far. Cut through agent washing, focus on immediate wins, and run at the opportunity.

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