Issue No. 45Week ending Sunday, November 8, 2026799 episodes · 3,495 write-ups
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AI agents

Aaron Levie on AI agents

5 quotes from 2 episodes on My First Million and 20VC with Harry Stebbings, each with a timestamped link to the source.

5 quotes2 episodes

The short version

Aaron Levie stated that AI agents will increase the usage of existing enterprise software. Background agents will connect multiple systems to perform useful tasks, pushing software value toward application programming interfaces.

Most interesting insights

Background agents connect multiple enterprise systems behind a simple chat interface.

“The user interface might be now you're just chatting with an agent. I think increasingly the right way to do this is there's some kind of agent in the background that's connecting multiple systems.”

Aaron Levie, 20VC with Harry Stebbings · April 2026 · Watch at 15:01 ↗

From AI Agents Drive Software Headless: APIs Are Your Product Core

Software architecture is shifting toward headless models.

“I've become more convinced that software is headless in the past year than I was maybe three years ago.”

Aaron Levie, 20VC with Harry Stebbings · April 2026 · Watch at 45:39 ↗

From AI Agents Drive Software Headless: APIs Are Your Product Core

Top talking points

  1. Enterprise agents require existing data

    AI agents perform useful tasks by extracting information already stored inside current enterprise systems. This dynamic creates new consumption streams for established software platforms.

    “What happens when you have agents that are running around and they need to go do all this useful work in your enterprise…”

    Aaron Levie, My First Million · July 2026 · Watch at 51:38 ↗

    From Aaron Levie: AI Agents Will Drive 'Agentic Upside' for SaaS

    “Well, the useful work they're going to do is going to require access to data that's inside these systems.”

    Aaron Levie, My First Million · July 2026 · Watch at 51:42 ↗

    From Aaron Levie: AI Agents Will Drive 'Agentic Upside' for SaaS

  2. Software value shifts to APIs

    Programs designed for automated consumption prioritize application programming interfaces. Well-structured data endpoints become the primary product for monetizing these new usage models.

    “The value goes more to the API layer…”

    Aaron Levie, 20VC with Harry Stebbings · April 2026 · Watch at 14:04 ↗

    From AI Agents Drive Software Headless: APIs Are Your Product Core

Key takeaways from these write-ups

Aaron Levie: AI Agents Will Drive 'Agentic Upside' for SaaS

  • Aaron Levie, founder of Box, argues that AI agents won't replace core 'system of record' enterprise software like accounting or CRM platforms.
  • Instead, these agents will increase usage of existing software by requiring access to deterministic data, established permissions, and robust workflow designs within these systems.

How we attribute quotes. Every quote was matched against the episode transcript, so the words and the timestamp are real (we trim filler words like "um", nothing else). The name comes from our written summary of the episode, and we use it only when a separate check of the captions finds that person on the episode. YouTube gives us no voice-by-voice transcript, so open the timestamp to hear who is talking. See a wrong name? Tell us and we fix or remove it.

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