# Ep. 127: Jim Ferry of Volition Capital | Moats, Defensibility and Investing in the Age of AI Page: https://stenobird.com/podcast/private-equity-value-creation-podcast-7052671/ep-127-jim-ferry-of-volition-capital-moats-defensibility-and-investing-in-the-age-of-ai Text version: https://stenobird.com/podcast/private-equity-value-creation-podcast-7052671/ep-127-jim-ferry-of-volition-capital-moats-defensibility-and-investing-in-the-age-of-ai.md Podcast: [Private Equity Value Creation Podcast](https://stenobird.com/podcast/private-equity-value-creation-podcast-7052671) Published: 2026-05-08T09:17:03+00:00 Episode link: https://www.spreaker.com/episode/ep-127-jim-ferry-of-volition-capital-moats-defensibility-and-investing-in-the-age-of-ai--71920932 Audio file: https://api.spreaker.com/download/episode/71920932/423739748_44100_2_c92c76eb56e8b.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/private-equity-value-creation-podcast-7052671/episodes/ep-127-jim-ferry-of-volition-capital-moats-defensibility-and-investing-in-the-age-of-ai Duration seconds: 2232 ## Resource On this episode, Jim Ferry, Partner at Volition Capital, shares how AI is reshaping the growth-stage investment landscape and what it means for the companies they back.Jim covers why employee count is no longer a reliable signal of company maturity, where real defensibility comes from when code itself is becoming a commodity, and what moats still hold up — from first-party data and proprietary integrations to network effects and systems of record. He also covers how founders can demonstrate AI fluency to investors and when to expect margin expansion from AI adoption.The information contained in this podcast is not intended to constitute, and should not be construed as, investment advice. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/private-equity-value-creation-podcast-7052671/episodes/ep-127-jim-ferry-of-volition-capital-moats-defensibility-and-investing-in-the-age-of-ai/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/private-equity-value-creation-podcast-7052671/ep-127-jim-ferry-of-volition-capital-moats-defensibility-and-investing-in-the-age-of-ai.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.