Betting Everything on AI Native: How Box Rewires Itself for the Agentic Era | Aaron Levie, Box

What does it actually take to go all in on becoming an AI-native
company. Not as a startup, but at over a billion dollars in
revenue? Why are agents "forgetful", and what does that mean for
how you organize your company's knowledge? And who really
captures the value in enterprise AI: the model providers or the
routing layer in between?


In this episode of AI to the DNA, the podcast for everyone who
wants to really understand and apply AI, I sit down with Aaron
Levie. Aaron is Co-Founder and CEO of Box, the enterprise content
management platform he has led for over 20 years – making him one
of the longest-serving CEOs in Silicon Valley. Today, he's
rebuilding Box from the ground up as an AI-native company.


You can also watch this episode as a video podcast on my YouTube
channel.



We talk about why simply dropping agents into existing processes
rarely delivers the expected upside, what big companies can learn
from startups that treat agents as first-class citizens, and why
knowledge management is becoming one of the core raw ingredients
of this new industrial revolution.


We also discuss the practical side of the transformation: why Box
has had to change its engineering toolkit three or four times in
just two years from GitHub Copilot to Cursor to Claude Code and
Codex, what forward deployed engineers actually do at customers,
and why the ROI of AI has to be owned by business leaders, not
the CIO.


From there we zoom out: Will there be one agent to rule them all,
or 20, 30, 50 agentic systems per enterprise? What happens to
jobs when companies use AI to get more output per person instead
of cutting headcount? And why does Aaron remain optimistic about
the future of work after two decades of building Box?


I'm Christoph Magnussen and at AI to the DNA, I'm not just asking
how to use AI. I’m asking why it works the way it does. This
podcast is for everyone who wants to move beyond tool-tourism and
master the real craft of AI: Learning to think, work, and build
side by side with intelligent systems!


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(00:00) - Intro

(01:33) - Organizing Knowledge for Agents: The Key Question
of the Agentic Era

(04:10) - Who Gets It Right? Startups with Agents as
First-Class Citizens

(06:50) - All In on AI Native: How Box Rewires Every Process

(10:06) - Fragmented Data: Why Enterprises Lack Sources of
Truth

(12:56) - Forward Deployed Engineers: Heavy Human Work That
Can't Be Automated

(14:40) - New Models, New Evals: The IT Organization of the
Future

(16:14) - Locked Models vs. the Routing Layer: Who Captures
the Value

(21:09) - Budgets and ROI: Why Business Owners Must Own AI,
Not the CIO

(25:31) - Security vs. Speed: Changing the Engineering
Toolkit Four Times in Two Years

(28:39) - Headless or GUI: How Agents and Interfaces Work
Hand in Hand

(31:18) - Aaron's Personal Agent Stack: Claude, Codex, Cursor
& Perplexity

(32:29) - Not One Agent to Rule Them All: 20, 30, 50 Systems
per Enterprise

(34:40) - "We Have Copilot, So We're Doing AI": Talent,
Competition, Catching Up

(37:38) - Software of One: More Software, Not Less

(40:49) - Customer Relationships as the Sustaining Moat

(42:49) - Rebuilding Box AI Native and 20 Years of Drive

(45:23) - An Optimistic Case for the Future of Jobs