Box CEO Aaron Levie says companies are about to enter a new era of experimentation and output as AI agents begin taking on work that previously required human time, judgment and cost discipline.
In a new post on X, Levie argues that corporate decision-making has always been constrained by scarce resources and the fear of wasting time and capital, dynamics he believes AI agents will rewrite across industries.
He says the ability to instantly generate and test concepts fundamentally alters what leaders choose to pursue and how ideas move through organizations.
“The thing that’s deeply underappreciated about how AI agents will affect the future of work is that we can now try any idea because it takes no effort to start the task, and there’s almost no cost to trying again and again if you don’t like the output.
Both of these dynamics qualitatively change what you decide you’re able to work on.”
Levie says today’s business structures are built around avoiding wasted resources, often at the expense of innovation and experimentation, and that AI removes that bottleneck.
“Almost everything about business is designed to hyper-optimize scarce resources in an organization or a process. We’re implicitly making decisions all day long to avoid utilizing resources that are expensive on things that may not pay off or aren’t proven out.”
He notes that AI agents are already redefining product development workflows, enabling companies to spin up multiple variations of ideas and select the best path rather than committing early and pruning options. And instead of limiting research, marketing, and scientific exploration to what humans have time for or what budgets allow, Levie says compute becomes the only gatekeeper.
“Now, when you’re building a product, it’s just a completely different experience to have AI agents go off and build many different versions of an idea and see which path you like better. In all of these areas, when we only had people that could work on these tasks, there’s a heavy degree of pruning that happens before you give out a task… But for agents, your only constraint is compute.”
Levie says the net effect will be a dramatic increase in creativity, iteration and output across knowledge work jobs as AI agents make experimentation nearly free.
“In reality, the ease of getting started and the ‘throwaway’ nature of what AI agents can work on will cause us to do probably 10X more than before.”
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