Prominent advocates for Artificial Intelligence have consistently posited that the technology is set to inaugurate an era of unparalleled productivity enhancements, significantly benefiting employees who master its use while marginalizing those who do not.
Zeb Evans, CEO of the collaboration software startup ClickUp, asserts that this transformative shift is imminent. Last Thursday, Evans announced on X that his company, which held a valuation of $4 billion in 2021, had reduced its workforce by 22%. He framed this reduction not as a cost-cutting measure, but rather as a bold embrace of AI designed to propel the company to its next phase of growth.
Evans articulated the financial strategy behind the move, stating, “Most savings from this change will flow directly back into the people who stay. We’ll be introducing million-dollar salary bands. If you create outsized impact using AI, you’ll be paid outside of traditional bands.”
According to a recent Fortune article, ClickUp has recently integrated approximately 3,000 internal AI agents, tasked with managing a broad spectrum of complex operations on behalf of its employees. Rather than executing these tasks directly, staff members are now expected to direct these agents and subsequently review their output to guarantee adherence to the company’s quality benchmarks.
Evans’s ultimate objective, as shared in his X post, is to leverage AI to transform ClickUp into a “100x org.”
ClickUp is not alone in its optimistic outlook regarding the potential for AI agents to deliver substantial productivity gains.
In fact, a recent Gartner survey indicates that around 80% of companies deploying autonomous technologies have implemented job cuts. However, the study also revealed that these workforce reductions are not consistently translating into tangible financial returns.
While Gartner’s findings suggest that some companies may be using unproven AI as a pretext for downsizing, ClickUp maintains that its strategic approach differs.
Evans informed TechCrunch via email that the startup is indeed observing significant productivity improvements from its AI agents. ClickUp is not only quantifying these efficiencies internally but is also reportedly preparing to incorporate them into a forthcoming product offering for its clientele.
“Instead of gamifying token cost, we gamify value created and time saved,” Evans emphasized.
In recent months, an increasing number of organizations have begun tracking employee token consumption as a metric to gauge AI tool adoption. However, critics argue that this practice, known as “tokenmaxxing,” is an flawed metric as it primarily escalates AI-related expenditures without necessarily reflecting true productivity.
“The people that automate their jobs with AI will always have a job,” Evans asserted in his post. Yet, if AI continues to assume more tasks, ClickUp will inevitably require progressively fewer personnel, potentially eliminating roles for those who do not effectively automate their functions.
This particular scenario has been a long-standing theoretical discussion within technology circles.
An extreme, high-profile illustration of a startup maximizing AI automation already exists: Polsia. This one-year-old company, which specializes in managing all software operations for solopreneurs, is operated by a single individual, its founder and CEO, Ben Broca. This remarkable efficiency appears to be yielding substantial results, as Polsia recently secured $30 million in funding at a $250 million valuation.
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