Upwork deploys internal AI tool to democratize business insights

Upwork CEO Hayden Brown stated that the company has adopted a mindset and mechanics to return to startup agility while remaining a public company. He described an internal tool called Crystal Ball, which provides access to rich, structured, and governed business data. Brown noted that the tool democratizes access to insights, allowing a single person to obtain answers in hours that previously took analysts and teams weeks to figure out. He argued that the role of modern CEOs, including those of public companies, is to bring back flexibility and adaptability to navigate a world where planning exact routes is no longer possible. Brown emphasized the need for a pioneer mindset focused on iterating and reevaluating the horizon. The company’s approach reflects a broader trend among public firms to leverage internal AI capabilities to speed up decision-making and reduce reliance on rigid, long-term planning structures.