I have been thinking about this for a few weeks. It started with a simple question I asked my team. The answer required data from three departments. Nobody could give it to me.
Not because the people are bad. Not because the tools are bad. Because nothing talks to anything.
We have AI in support. AI in engineering. AI in finance. AI is helping with marketing, product, and operations. Every team automated its corner. Every person feels more productive. And somehow the handoffs between departments got worse, not better.
Sound familiar?
Here is what I believe happened. We built prosthetics, not a body.
A prosthetic arm is impressive. It moves. It grips. It does real work. But it does not talk to the rest of you. It does not feel what your legs are doing. It is a standalone tool bolted onto a system it does not understand.
That is what most companies have right now. A collection of AI tools that each work great in isolation. None of them work together. The AI made the parts faster. It made the whole system dumber.
I started thinking about this differently. What if a business should be built like a human body? Not as a cute metaphor. As actual architecture.
A body does not have departments. Your circulatory system does not stop at your elbow and hand off to a different team. Your nervous system does not run a separate org for your left leg. Everything is connected. Everything shares context. The brain does not process every signal. It only handles the calls the rest of the body cannot make on its own.
Departments are the opposite of this. They are walls we built because human brains could not hold the whole system at once. AI removes that constraint. So why are we still building walls?
Here is the framework I have been working through. Six systems that a business body needs.
The Skeleton is your data model.
It is the stable structure that everything else attaches to. Nobody gets promoted for building a clean data model. It is invisible. But without it, every tool you connect just flops around. Most companies do not have a skeleton. They have 14 spreadsheets, three CRMs, and a data warehouse nobody trusts. You cannot build a body on a broken skeleton.
The Circulatory System is the context.
This is the one most people miss entirely. Blood touches every cell in your body. It carries the state of the whole organism to every part simultaneously. When cortisol floods your blood, every system knows you are under stress. In a business context, it is what the customer said, what sales promised, what product decided, what finance knows about the margin. Right now, that context lives in Slack threads nobody reads, and meeting notes nobody opens. Your AI tools are starving because they have no context. Support does not know what sales were promised. Sales does not know what engineering is building. Every tool is making decisions on partial information.
The Muscles are your functional AI.
The things that do work. Support automation. Financial close. Marketing content. Code generation. This is where everyone starts because it feels productive. The problem is not that you built muscles. The problem is you built muscles first and only. Muscles are Tier 1 on the Slowinski Pyramid. Get rid of repetitive tasks. Great. But they are not the whole body.
The Central Nervous System is a cross-functional coordination.
It senses a signal in one part of the body and quickly routes it to the right place. In a business, this is the AI layer that monitors what is happening across support, engineering, product, and sales, and ensures the right information reaches the right person at the right time. My morning dashboard is a primitive nervous system. Most companies do not have one. They have Slack channels and weekly status meetings.
The Brain is human judgment.
This is still you. The brain does not process every signal. The nervous system filters, and the brain decides. In my org, this is me at 7 am making three decisions that would have taken an analyst team a full day. The mistake most leaders make is trying to be the nervous system AND the brain. That is why they are exhausted.
The Immune System is for detection and defense.
It notices when something is wrong before it becomes a crisis. A customer is about to churn. A handoff between support and engineering dropped. Revenue is trending off forecast. A data pipeline broke. Most companies find out something is broken when a customer calls or a board member asks a question nobody can answer. A body catches it first.
Here is what matters most. The building order.
Most companies start with muscles. That feels productive. It is also wrong. The body builds skeleton first, then circulatory system, then nervous system, then muscles, then immune system. The brain is optimized last because it depends on everything below it working.
If you build muscles on a broken skeleton with no blood flow, you get exactly what most companies have right now. Strong AI tools. Terrible coordination. Exhausted leaders playing the role of every missing system.
One more thing. The body replaces itself constantly. Your skin regenerates every 27 days. Red blood cells last about 120 days. The skeleton is the longest-lasting structure. This maps directly to the AI staleness problem. Your data model should be the most stable layer. Your functional AI tools should be designed to be swapped out every few months as better options show up. The companies that poured concrete die. The companies that built bodies regenerate.
I am still working through this in my own org. I do not have it figured out. But I know the old way of thinking, department by department, tool by tool, is a constructed fallacy. We built departments because our brains had limits. AI does not have those limits. So why are we still building walls?
Are you building a body or a pile of prosthetics?
Kathy
THE AI BOSS