That Dinner Table Conversation: "Oh, We're Using AI at Work"
Every week now, the dinner table conversation turns to AI, and someone proudly announces that their company is using it. That is a real and important first step. It is also Level 1. The work that will separate leaders from laggers is Level 2: rebuilding the business from the ground up for a world where the cost of answers and the cost of execution are both approaching zero.
You have been at this dinner. Maybe last weekend.
The conversation drifts to AI. Someone leans in and says, with genuine pride, "Oh, we're using AI at work now." Heads nod around the table. The chatbot summarises meeting notes. The marketing team drafts copy with it. Finance is experimenting with it for variance analysis. Everyone agrees this is impressive, and they are right to.
That is Level 1.
Level 1 is real and it matters. It is the first honest engagement with the technology, the first wave of practical experiments, the first muscle being built inside the organization. Companies that skip it will be left behind.
But Level 1 is not the strategy. Level 1 is using AI to do the things you already do, only faster and cheaper. Your competitors will reach the same level on the same timeline. The advantage is temporary.
Level 2
Level 2 is a different conversation entirely.
Level 2 starts from a question almost no one asks at the dinner table: if the cost of answers is approaching zero, and the cost of execution is approaching zero, what should this business actually be doing?
In a world where almost any answer can be produced instantly, the scarce resource is no longer the answer. It is the question. The organizations that will define their industries over the next decade are those that develop the discipline to ask better questions: what outcome are we really trying to produce, for whom, and is the way we are currently structured the best way to produce it?
Most existing business processes were designed around constraints that no longer exist. Once you accept that, the work is not "how do we add AI to what we already do." It is "if we were starting today, knowing what the technology can do, how would we design this organization to deliver the outcomes we exist for?"
That is the harder question. It is also the one with all the upside. The Level 2 work is done with Professional Human Judgement, not delegated to the model.
The Next Dinner
The next time the conversation turns to AI, listen for the level. Most of what you will hear is Level 1, and that is fine. Level 1 is necessary.
The leaders worth watching are the ones who have moved past it. They are not impressed by their own chatbot. They are quietly rebuilding their businesses around the questions that matter most, while everyone else is still proud of going faster.