What industry analysts underestimated is the pace of adoption. Starting with early implementations, organizations have experienced significant growth in the broader sector.

An important finding comes from our reporting: what succeeded previously may not work now or ahead.

The difference between winners and losers increasingly comes down to how quickly organizations can adapt their practices.

What many observers overlooked is the speed of transformation. From limited pilots, organizations have experienced rapid scaling throughout the broader sector.

Key Takeaways

• The acceleration of AI represents a major transformation in the way organizations develop solutions.
• The scope of modern systems demands different expertise throughout development groups.
• Competitive advantage is less driven by particular platforms and increasingly depends on strategic thinking.