10+ hours of podcasts, in 5 minutes.
9 quotes from 1 episode on How I Invest, each with a timestamped link to the source.
Matthew Harris argues that early AI leaders face constant threats from second movers and that the largest opportunities lie in operating businesses rather than selling software. Bain Capital Ventures bypassed the consensus legal AI winner Harvey to fund a challenger and builds automated insurance claims operators.
Investors broadly assumed Harvey had already secured the legal AI category before new challengers emerged.
“I would say the consensus when we invested, surely when you invested, was that well, Harvey had won…”
From Matthew Harris on AI Moats: Second Movers Are Catching Up
Foundation model builders already generate significant revenue by serving specialized enterprise customers in the legal sector.
“Right now Anthropic is making a lot of money from the legal industry…”
From Matthew Harris on Why BCV Backs AI Services Over Software
Many venture firms only back anointed category winners and refuse to fund competitors at any price. This static approach fails because market leadership constantly changes and early favorites stay under constant siege.
“…there are firms whose strategy is to be in the leader or number two with a chance in a sector, and they'll pay almost anything to get into one or two, and not for love or money would they invest in anyone who's not already anointed in the winner's circle.”
From Matthew Harris on AI Moats: Second Movers Are Catching Up
“I think this idea of there are no diamonds in the rough, there are only diamonds takes a static view and we observe this to be extremely dynamic to where leadership is actually not handed down from on high and protected forever, but is actually constantly under siege.”
From Matthew Harris on AI Moats: Second Movers Are Catching Up
Foundation model labs will face pressure to build application layers, threatening basic software wrappers. Startups that compete directly in an industry expand their market size and create highly defensible businesses.
“We worry about the foundation model labs and the pressure they will face to build application layer functionality horizontal and vertical…”
From Matthew Harris on Why BCV Backs AI Services Over Software
“This whole question of like if you can actually compete in a major industry instead of just selling technology to that industry depending on what the industry is, it's just a massive TAM expander and allows you to have a more defensible business.”
From Matthew Harris on Why BCV Backs AI Services Over Software
“…a company is anointed, this phenomena uh has a name, it is king made, and maybe there's two, maybe there's one, but there's a a leader anointed, often two, and then money piles in.”
From Matthew Harris on AI Moats: Second Movers Are Catching Up
“We mapped all the financial services and all the business models and we asked ourselves, if you had a machine that could magically read and write what are the activities within financial services that would be most vulnerable to this machine? And the answer in our mind was insurance claims.”
From Matthew Harris on Why BCV Backs AI Services Over Software
“When we incubate companies, we don't take any common stock…”
From Matthew Harris on Why BCV Backs AI Services Over Software
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