Cloning the Danaher Business System

Hyper-Personalized Kaizen

Danaher is one of my favorite companies. From its capital allocation strategy to its sheer longevity providing positive shareholder returns, Danaher is one of those companies that isn't like the rest. If you want to read more about its history, the book Lessons From the Titans is a fantastic read.

That said, probably the most distinguishable part of the company is its implementation of kaizen. Kaizen, at its core, is the Japanese manufacturing philosophy that stresses small, daily, incremental improvements. Danaher took the idea and applied it to all aspects of its business, establishing a unique culture that prioritizes sustained self-improvement.

I never worked for Danaher. However, I deeply respect its culture and its hyper-vigilance on continuous, daily improvement. It's something many of us talk about, yet few of us actually execute.

In 2024, I started doing something similar in my own life. I created my own "Pascarella Improvement Process" that I track in a Google doc. Basically, I wanted to evaluate extremely small fixes that I could make every day to get toward my goals.

It started like a very manual journal. It included notes on everything from how I physically felt that day to setbacks that I faced when trying to reach my goals. The next morning, I would then review the prior day's entry and try to avoid (or correct) the mistakes or missteps I made the prior day.

To be fair, I haven't done this every day. Like any journaling practice, it's sometimes difficult to keep up. Life gets in the way.

But now, with LLMs, I'm seeing a really good opportunity to make this "hyper-personalized" kaizen much more efficient. I don't know of a good product that does this, so I'm simply using ChatGPT for now. Perhaps a good product doesn't exist because it is brutally hard to retain users with a self-improvement app.

In any event, LLMs have the capability to take larger amounts of context, analyze your goals and habits, and create a micro, step-by-step plan to get closer to what you want. Yes, they can't hold you accountable. You need to take action in the real world and they can't necessarily see that.

At the same time, having a tool that provides some sort of granular, practical steps on how to improve your life can be valuable. It doesn't get it right every time. But like many other things, it's better than nothing.

I'll let you know if anything substantial comes out of this. At its core, however, it seems like a cheap, easy way to tangibly use LLMs to get closer to your goals. And if you know of any startup working on this, let me know!

Until next week,

Adam