AI Isn't A Productivity Story—It's An Organization Design Problem
Everyone is focused on model performance. Nobody is talking about why AI adoption is actually failing inside organizations.
Why it matters
This piece reframes AI as an organizational challenge rather than a technology problem—arguing that companies buying point solutions without restructuring will fail to realize ROI. Critical read for leaders thinking beyond model selection to implementation strategy.
The key facts
6 to knowAI adoption framed as organizational design problem, not productivity tool problem
Companies buying tools without organizational restructuring report implementation failure
Strategic insight on why enterprise AI deployments struggle despite capable models
Organizations buying AI tools without redesigning workflows are failing to capture value
Productivity gains require structural org changes, not just tool adoption
Contrarian take: AI is fundamentally an organization design problem, not a productivity problem
Go to the source
Forbes Innovationforbes.com
Publisher excerpt: The ones struggling are still buying tools, hoping the organization figures itself out around them. It won't.