Aaron Levie

Aaron Levie

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ceo @box - your business lives in content. unleash it with AI

Enterprise AI Deployment Needs Tenfold More Resources than Expected
SocialMay 28, 2026

Enterprise AI Deployment Needs Tenfold More Resources than Expected

Take whatever number of people you thought might be in jobs related to AI deployment in the enterprise and multiply it by 10. Then probably 10 again. A major topic that keeps coming up in talking to CIOs across enterprises...

By Aaron Levie
CEOs Must See AI’s Hidden Work, Not Just Magic
SocialMay 24, 2026

CEOs Must See AI’s Hidden Work, Not Just Magic

CEOs are uniquely prone to AI psychosis because they’re sufficiently distant from the last mile of work that still has to happen to generate most value with AI. So when they play with AI, they see the happy path results, often...

By Aaron Levie
Agent Success Hinges on Precise, Well‑structured Data Context
SocialMay 19, 2026

Agent Success Hinges on Precise, Well‑structured Data Context

This is true of all agents, not just coding agents. Probably the biggest challenge that most companies run into in their agent strategy is getting agents the right constrained context to work with for a task. Too much information or...

By Aaron Levie
AI Agents Shift From Coding to Industry‑Specific Workflows
SocialMay 12, 2026

AI Agents Shift From Coding to Industry‑Specific Workflows

Agents are quickly moving from coding to the rest of knowledge work. But to do this we need ways of bridging the advanced capabilities of the AI models with the real-life workflows in the enterprise, by industry and line of...

By Aaron Levie
AI Automation Engineers Needed for Mission-Critical Agent Deployment
SocialMay 11, 2026

AI Automation Engineers Needed for Mission-Critical Agent Deployment

As advanced agents move from coding to the rest of knowledge work, it takes a real amount of work and know-how to get right. You need to ensure agents have the right context and data to work with, wire up systems...

By Aaron Levie
Enterprises Must Treat AI Tokens Like Budget Line Items
SocialMay 9, 2026

Enterprises Must Treat AI Tokens Like Budget Line Items

A common trend emerging in larger enterprises is token budgeting as a major topic. As agents can do more and more long running tasks, and thus take vastly more compute, allocation of tokens across teams becomes a very real thing...

By Aaron Levie
AI Doubles Engineer Output, Leveling Biotech Against Tech Giants
SocialMay 2, 2026

AI Doubles Engineer Output, Leveling Biotech Against Tech Giants

If you think AI replaces software engineers, here’s a quick thought experiment. Imagine you’re a life sciences company. 10 years ago you want to invest heavily in lab automation, processing data at scale, and other software. You look at the...

By Aaron Levie
Automation’s Limit: Accountability Requires Full Context Understanding
SocialMay 2, 2026

Automation’s Limit: Accountability Requires Full Context Understanding

One of the finite limits to automation is the issue of accountability in a workflow in an organization. In theory the agent can do anything, but whatever you have the agent do yourself, you should expect to be accountable for...

By Aaron Levie
AI Agents Surge, Driving Demand for System‑of‑record Tools
SocialMay 1, 2026

AI Agents Surge, Driving Demand for System‑of‑record Tools

Atlassian’s results surprised Wall Street, but it shouldn’t be a surprise. The simple heuristic for the future of software is that when there are 100X more agents than people, which parts of software will grow because agents are doing more...

By Aaron Levie
AI Empowers Non‑Valley Enterprises to Accelerate and Innovate
SocialMay 1, 2026

AI Empowers Non‑Valley Enterprises to Accelerate and Innovate

When I talk to enterprises outside of Silicon Valley, most of the use-cases they have in mind with AI are to augment and accelerate how they work, simply because of how much more they can do right now. Most companies are...

By Aaron Levie
Future Software: Seats Include Built‑In API Usage for Agents
SocialMay 1, 2026

Future Software: Seats Include Built‑In API Usage for Agents

As agents become the biggest users of software, then all software has to be available in a headless fashion. Agents won’t be using your UI, they’ll be talking to your APIs. So the question becomes what is the business model of...

By Aaron Levie
Emerging Internal Agent Engineers Will Transform Business Workflows
SocialApr 30, 2026

Emerging Internal Agent Engineers Will Transform Business Workflows

Starting to hire and retrain for new agent engineering roles for *internal* functions to help get more powerful agents working well on critical business processes. I expect this type of role to be a very big deal over time at...

By Aaron Levie
AI Agents Amplify Effort, Demanding Smarter Task Prioritization
SocialApr 26, 2026

AI Agents Amplify Effort, Demanding Smarter Task Prioritization

There are at least 2 big but subtle factors contributing to the sense of overwork due to agents right now. 1. The leverage on incremental effort has gone up substantially due to AI, and anyone using these tools tend to feel...

By Aaron Levie
AI Empowers Ambitious Talent to Leapfrog Experience Requirements
SocialApr 26, 2026

AI Empowers Ambitious Talent to Leapfrog Experience Requirements

Great read. AI lets you get tremendous leverage that wasn’t available before in almost any domain. That means we’re at a unique moment in history where anyone with a high level of ambition and core skills in any area can...

By Aaron Levie
Aaron Levie | Pulse