Across every industry, organizations are investing heavily in the potential of artificial intelligence to reshape how they operate and grow. Nearly 80% of executives expect AI to significantly contribute to revenue by 2030, yet only 24% know where that revenue might come from.

This isn’t an awareness gap. It’s an architecture gap.

The companies already capturing AI’s value aren’t waiting to discover it through pilots and proofs-of-concept. They’re engineering it through deliberate choices about how work gets designed, how human and digital workers come together, and how productivity savings are reinvested.

From our work with enterprises across every major industry, a clear divide is emerging.

Some organizations are bolting AI onto legacy workflows and gaining marginal productivity. Others are redesigning how value gets created and building growth trajectories competitors can’t replicate.