Executive Strategy
The Money Is Already in the Business: What I Learned at One of Warren Buffett's Companies
3 min read
Early in my career, I worked at GEICO, one of Warren Buffett's companies, with responsibility for $10 billion in written premiums and ten thousand employees. What stayed with me wasn't the size. It was the discipline, and how quietly the money leaks when no one owns the process.
What scale really costs
I was on the operations side, with responsibility for $10 billion in written premiums and ten thousand employees. The kind of place where you learn what scale really costs.
What stayed with me wasn't the size. It was the discipline.
The discipline didn't come from a rulebook. It came from a standard: be efficient, be cost-effective, and deliver the best customer service. Every process reflected it, and so did every budget line.
What I see now
Years later, I sit with business owners building AI strategies, and what I see is different. Most aren't chasing shiny tools. They're stuck. They don't know where to start, or operations and tech are misaligned and tech ends up buying what it thinks operations asked for.
The leaks are silent
A policyholder who can't pull a certificate of insurance online because a driver turned over and never landed on the policy. A customer whose policy cancels because a recurring card expired and no one flagged it first.
Nobody decides to create those moments. They happen invisibly. No one plans them. No one owns them.
Buffett's first rule
Buffett's first rule of money is to never lose it. The second is to never forget the first rule.
Most businesses don't have a revenue problem first. They have a leak problem: time, leads, and expertise quietly walking out the door.
The money is usually already in the business. AI just helps you go find it.
Pionne Corbin
Founder of Corbin Consulting LLC, a Richmond, Virginia AI strategy firm. Certified AI Consultant (IAAIC) and former GEICO executive with 30 years in P&C insurance operations, including executive roles at GEICO and Afiniti.
FAQ
Frequently Asked Questions
How do I find where AI will save money in my business?
Start with the workflow that costs the most time, not the tool that sounds most exciting. Map how the work is done today, identify the repetitive steps, and apply AI there first. The free AI Profit Finder Score shows you where to look in three minutes.
Do I need a big budget to start with AI?
No. The highest-value first step is usually a single workflow you already run by hand. A 90-minute working session can map it and show you where AI fits, before any tool is bought.
Find the money already in your business.
Book a free 30-minute AI Readiness Call. You'll leave with your highest-value AI opportunity and a clear first step.