What traditional thinkers overlooked is how quickly of transformation. Starting with early pilots, we've witnessed rapid scaling in emerging market.

An important finding comes from our reporting: what worked previously may not work now or in the future.

Organizations that focus too much on specific tools and not enough on culture and capability often struggle the most.

What industry analysts overlooked is the pace of transformation. Starting with early adoption, we've witnessed significant expansion in the entire industry.

Key Takeaways

• The shift toward AI marks a significant change in the way organizations architect solutions.
• The sophistication of contemporary platforms requires different expertise across development groups.
• The path forward depends less on particular platforms and more on team capability.