Entrepreneurs looking to scale with AI will find a revealing playbook in IBM’s latest global CEO study. Of the 2,000 CEOs surveyed, 61% report actively adopting AI agents, with a sharp focus on scaling deployment across operations. But while enthusiasm is high, only 16% say their AI initiatives have reached enterprise-wide scale. Many are finding themselves constrained by fragmented data environments—half of respondents admit their technology stack is still piecemeal, slowing progress.
What stands out is the growing recognition that proprietary data is a competitive lever. 72% of CEOs identify their internal data as central to extracting value from generative AI. Yet, with only 52% realizing benefits beyond cost savings, there’s a cautionary tale in rushing adoption without aligning infrastructure. The CEOs seeing meaningful outcomes are prioritizing use cases with measurable ROI and ensuring innovation is not siloed from strategy.
From a leadership standpoint, entrepreneurs should take note: 69% of CEOs tie success to having leaders with both decision-making authority and deep strategic insight. The message is clear—AI adoption is no longer just a tech initiative, it’s a leadership mandate. As budgets tighten and risk aversion grows, CEOs who can balance innovation with operational demands—and aren’t afraid to move without full clarity—are positioning themselves to lead through uncertainty.
