An AI-native organization is one that works in ways that contribute directly to lagging indicators such as revenue, profit, and vision. If you only look at AI through the lens of making your current work more efficient, you cannot escape a local maximum. It is time to reexamine whether all the conventional, blindly accepted upstream work we have been doing with AI is truly necessary.
We need to break the mental model that says results require a fixed sequence of procedures and jobs. For example, if the lagging indicator is making money, we used to think: people need to pay for my product -> I need a product -> I need development -> I need a team -> I need funding. Now, with AI, it is possible to go straight to launching a product people will pay for.
All the internal communication and meetings that do not need to happen should simply not happen. Organizations could justify frequent cross-functional communication and constant meetings only because everyone agreed those were necessary upstream tasks for building a good product. Working quickly with AI to draft documents, prototype features, circulate them, and exchange comments replaces and reduces meetings.
Another major shift is that work that once had to be done at the team level to move lagging indicators can now be done faster and more efficiently at the individual level with AI. The essential requirement for an AI-native organization is no longer being a team member, but being an individual who can think holistically.
With AI, specialized job expertise is no longer the bottleneck. Whether someone is an exceptionally sharp engineer or an exceptionally sharp data analyst matters less, so there is no reason to cling to those narrow job titles. What matters is being able to contribute directly to lagging indicators.
Want to make money? Then go make money directly. If revenue growth is the key lagging indicator for this quarter, there needs to be a clear causal path between what I do and how it contributes to revenue. The farther away it is, the riskier it is. If the link is absent, it is fake work. That is where I believe an AI-native organization begins.