"The most profound shifts do not happen when you invent new technology. They happen when the basic assumptions about how you organize people stop being true."
Jack Dorsey and Roelof Botha recently published a piece titled "From Hierarchy to Intelligence." Their thesis is straightforward: the traditional corporate hierarchy is an archaic routing system. It was designed to move information slowly up a chain of command, and decisions slowly back down. They argue that modern companies should instead function like a world model. A mini artificial general intelligence.
When you look closely at how multi-location service businesses actually run, you realize why this shift is inevitable. The enemy of operational excellence is latency. When you rely on human layers to process raw data, compute an outcome, and enforce a standard, you bleed time. The latency between a breakdown happening on the floor and management correcting it is where value goes to die.
The Evokoa Model
Block is just now pivoting their entire structure to this model, but we built Evokoa on this exact premise from day one. Evokoa is not a tool to make middle managers ten percent faster with an AI copilot. We built an Intelligence Graph that fundamentally understands operational reality.
Instead of flattening the organization chart, we replaced the routing mechanism entirely. Evokoa maintains a continuously running model of the business. It ingests raw interactions, detects deviations from the standard operating procedure, and propagates corrections autonomously. It does this before the next shift even begins.
Intelligence at the Edge
If the system is handling the coordination and the alignment, what is left for the humans? They move to the edge. They manage the high agency, high stakes interactions that the model cannot touch: cultural context, nuanced trust dynamics, and human empathy.
Because the AI provides them with absolute, real time context, they can act independently. They no longer have to wait for permission from a manager three states away to fix a problem right in front of them.
To borrow a sentiment from Dorsey and Botha: AI is not a cost optimization story. If you just use it to cut headcount, you will eventually get absorbed by a company that used it to get fundamentally smarter. The intelligence model does not augment your company. It becomes the company.