What evidence shows an AI company has durable economic potential?
Most answers emphasize proprietary or unique data as key evidence of durable economic potential, while others focus on accuracy metrics or founder insight during due diligence.
5 answers
Answers

Keith Rabois
Managing Director · Khosla Ventures
Compounding Data Loop
Keith Rabois says one of the survivors is a compounding data loop, along with data sliced by sub-vertical and corner-case depth in fields like law.
Linear: A Vertical Software Newsletter · Linear: A Vertical Software Newsletter · Read

Itamar Novick
Founder & General Partner · Recursive Ventures
High Accuracy Metrics
Itamar Novick says AI buyers will soon compare systems by accuracy figures such as 99% versus 98%, which he argues will make it more obvious who the potential winner in a category is.
The answer starts at 19:07.
Fundraising: Demystified! True Stories Direct From Founders · Listen on Apple Podcasts
Morgan Flager
Managing Partner · Silverton Partners
Proprietary Data
Morgan Flager says the biggest advantage he looks for is a proprietary data and learning advantage, since data others lack lets a company keep learning and sustain an edge competitors can't copy.
VC10X with Prashant Choubey · Watch on YouTube

Nic Poulos
Founder & General Partner · Euclid
Proprietary Data
Nic Poulos says the first primitive of defensibility he looks for is data, including proprietary first-order data like Thomson Reuters' 40 years of annotated case law, which he says no one else likely has.
The answer starts at 12:18.
The Learning Corner by Precursor · Listen on Apple Podcasts

Garry Tan
Founder · Garry'S List
Founder’s AI Discussion
Garry Tan says investors get more signal from how a founder talks about AI in due diligence than from asking about model access, because the 2x-to-100x gap comes from context and workflow discipline and shows up in burn multiples before a pitch.
The AI Corner · The AI Corner · Read











