AI Scaling Paradox (Or How 4 Humans Manage 50 Companies)
Why Traditional Portfolio Management Collapses at Scale—And How AI Creates Unlimited Operational Bandwidth
Here's the dirty secret about traditional holding companies: they stop working at exactly 12 portfolio companies.
I've watched this pattern destroy value for two decades.
Brilliant operators build successful holdings, managing 8-10 companies.
Then they scale to 15-20 companies and everything breaks.
Communication becomes chaos.
Strategic alignment disapp…


