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

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