10/16/2026
The ghosts get the headlines. The workflows get the returns.
MIT's Project NANDA reviewed more than 300 public AI initiatives in 2025 and reported that 95% of organizations were getting zero return from generative AI. The authors traced most failures to "brittle workflows, lack of contextual learning, and misalignment with day-to-day operations."
McKinsey tested 25 organizational attributes against reported EBIT impact. Redesigning workflows had the biggest effect of all 25. Only 21% of organizations using generative AI had fundamentally redesigned even some of their workflows.
Meanwhile the AI story keeps telling ghost stories: machine consciousness, digital salvation, and superintelligence from elsewhere. Serious people write those essays. The trouble starts when that language lands in a vendor deck and then in a commercial budget.
Before Monday:
1. List the 15 recurring tasks in a typical commercial week across reps, managers, and sales operations.
2. Write today's time, error rate, and owner next to each one.
3. Mark the tasks a model can draft.
4. Count how many AI-assisted decisions in your deal reviews carry one human name.
Issue 44 of The Boomerang, my LiquidSMARTS℠ newsletter, lands Monday, October 19, at 8 AM ET: "Ghosts, Angels, and Alien Life in Business." Subscribe from Issue 43 so it reaches you:
https://www.linkedin.com/pulse/werewolves-medtech-gunter-wessels-phd-mba-2j33e/