AI Is the New Social Is the New Digital.
For fifteen years companies were rewarded for having a strong digital story. Then a strong social story. Now an AI story. The announcement often moves the stock. Operationalizing it is much harder. Most AI strategies stall for the same predictable reasons every time.
For the last 15 years, companies were rewarded for having a strong digital story.
Today, companies are rewarded for having an AI story. The announcement often moves the stock. Operationalizing it is much harder.
Most AI strategies stall for three predictable reasons.
First, they are technology led instead of operating model led. AI is deployed as a tool rather than embedded into decision workflows.
Second, incentives remain unchanged. It is difficult to change how people work without changing how they are measured.
Third, systems are not designed with enough user input. When adoption is low, it is usually a design failure, not a motivation failure.
AI does not fail because the models are weak. It fails because the organization was not architected to absorb it.
The real work is not experimentation. It is redesigning how decisions flow through the enterprise.
That is where durable advantage is built.
This has been my experience across multiple platform shifts.