10/07/2026
Why can a six-person company sometimes test an idea within weeks while an enterprise with enormous budgets, talent, and technology takes months?
Dr. Mik Kersten has spent years looking at how ideas move through organizations. One finding from that work stayed with me.
In data he examined from large organizations, the average time required to move an idea through the organization and reach a customer was around 120 days. The problem was not necessarily creativity. It was the feedback loop.
Innovation depends on testing assumptions. You put something in front of a customer, learn whether it works, make changes, and try again.
Every approval, handoff, organizational boundary, and internal dependency increases the distance between the original idea and the customer response.
AI now makes this even more interesting because technology can dramatically increase the speed at which individual teams work without fixing the organization around them. You can give people AI tools that operate in seconds and still make them wait weeks for decisions.
For leaders thinking about how to lead AI culture change, this is an organizational question as much as a technology question. Faster tools inside a slow operating model will only get you so far.
Where does innovation slow down inside your organization?
https://zurl.co/SKgGN