AI is turning every company into a software company
Your competitive edge is no longer what you build—it's how you use AI to build it.

Why it matters
As AI commoditizes software development, strategic differentiation shifts from engineering capability to organizational design and workflow transformation. Leaders must rethink team structure and work allocation to capitalize on the productivity gains.
The key facts
4 to knowAI reduces software development time and cost
Competitive advantage moving from build speed to deployment strategy
Organizational restructuring required to leverage AI productivity gains
McKinsey analysis of AI's structural impact on enterprise operations
Go to the source
McKinsey Insightsmckinsey.com
Publisher excerpt: As AI makes software faster and cheaper to build, the real competitive edge shifts to how it’s used—pushing leaders to rethink what work looks like and how teams spend their time.