Five Forces That Explain What You Are Already Feeling

The ground under commercial diligence has been moving for years. Most people are too busy shipping to look down.

There is a version of this conversation that starts with the people. The analysts are overworked. The advisors are stretched. All of that is true. None of it explains what is actually happening.

What is happening is structural. Five forces have been building underneath the craft for a long time. They predate every debate about AI. And they will outlast the current wave of solutions, because they describe the work itself.

The craft has been throwing people at the symptoms. More analysts. Longer hours. Better templates. None of that touches the forces underneath.

Here they are.

Force #1: Rigor and speed trade against each other when the work depends on hours

Every engagement starts with a conversation about timeline. Three weeks or six. Deep or fast. The tradeoff exists because the work runs on hours. Doubling the team buys more hours. It does not buy more depth. Two people reading the same documents at the same time is capacity, not clarity. Bodies are the wrong unit. The force is about the relationship between depth and time, and that relationship only changes when the dependency on hours changes.

Force #2: Working memory has a ceiling

The best senior advisor alive holds three engagements at full depth. Engagement four gets shallower. Engagement seven gets a fly-by. That’s biology, not commitment. The work does not get worse because you care less. It gets worse because your working memory is full.

Force #3: Patterns that live in people walk out when people walk out

A senior advisor with decades across sectors carries pattern recognition the firm cannot replicate on a spreadsheet. The instinct that says this company’s story sounds like three others, and two of those did not end well. That recognition is the most valuable thing an advisory practice has. It is also the most fragile. When patterns have no place to live except inside a person, they disappear the day that person leaves, retires, or takes on too much to hold it all.

The craft calls this culture. It is infrastructure. Culture is how people behave. Infrastructure is where what they learned gets kept.

Force #4: Reasoning gets compressed into memory

By the time someone asks “why this number,” the reasoning that produced it has been compressed into a memory of a meeting that happened two weeks ago. Nobody built a system to hold it. So nobody can walk it back. The IC gets a number, a recommendation, and a summary of the thinking. The thinking itself is already gone.

Force #5: Evidence lives in too many places by default

The source documents live in the data room. The model lives in a shared drive. The notes live in email. The synthesis happens in a meeting nobody recorded. Every tool was built to solve a different problem. Nobody was ever responsible for the chain that connects them.

What connects the forces

None of these forces are about the people doing the work. All of them are about the structure of the work itself. When a team is stretched, the instinct is to blame effort or headcount. That instinct is solving for the person. None of these forces respond to that.

The friction has always been structural. The responses have always been personal. More hours, more people, more willpower. That was the only option for a long time. The tools to address the forces directly exist now. Every practice carries all five. The question is what happens to the craft when someone builds around them.

Strip the inherited assumptions. See the forces. Build around them.

-Regis

About the Author 

Regis Hadiaris is Managing Partner, AI and Product Innovation for The Wisory. He is responsible for IntelliQ, the company’s proprietary platform designed to enhance the quality, speed, and precision of strategic and investment decisions.