Invisible Technologies buying intent

There's a growing body of research suggesting current enterprise AI usage is actually not improving organizational productivity. If you don't redesign the way work is done, and you just treat AI as a tool rollout into your current process, then everyone produces more work but there is no organization-wide improvement in time or productivity.... The data is worth understanding, and this is the problem sitting on the desk of every CEO, COO, Chief AI Officer, and CTO right now. 𝗧𝗵𝗲 𝗿𝗲𝘀𝗲𝗮𝗿𝗰𝗵: (i) An NBER study surveying 6,000 Executives across thousands of firms found that 80%+ reported no measurable productivity impact from AI over the past three years. At the individual level, workers saved roughly 3% of their time on average, an improvement level that suggests helpful assistance but not transformation.... (ii) An Upwork survey of 2,500 workers found that 77% said AI tools decreased their productivity or increased their workload. 39% cited time spent reviewing or fixing AI outputs. 23% cited time learning the tools. (iii) An 8-month study from UC Berkeley Haas tracked 200 employees at a tech company. The finding: "AI doesn't reduce work. It intensifies it." Task expansion, blurred boundaries between work and non-work, and more multitasking. Workers did more, but didn't feel less busy. 𝗧𝗵𝗲 𝗽𝗮𝗿𝗮𝗱𝗼𝘅: AI improves capability at the individual level. But it hasn't translated into firm-level productivity gains. Why? Because organizations haven't redesigned workflows, incentives, or job structures around it. AI gets layered on top of broken processes (especially in complex environments like healthcare), and then leaders wonder why it isn't delivering ROI. And it's not just a tech decision. The ROI case has to be built for finance and procurement. The operational case has to be built for the business. When those aren't aligned, even well-deployed AI stalls. 𝗧𝗵𝗲 𝘁𝗮𝗸𝗲𝗮𝘄𝗮𝘆: This research isn't an argument against AI. It's an argument for treating AI adoption as an operating model change, not a tool rollout. The technology is ready. Most organizations aren't. The companies doing the redesign work now will be the ones that pull ahead. If your team is in this situation, this is exactly the problem we solve at Invisible Technologies , as we focus on transforming processes and infrastructure and making AI work.