What many observers overlooked is how quickly of change. Starting with early adoption, we've witnessed significant scaling throughout emerging market.

One key insight emerges from recent research: what thrived previously rarely succeeds today or in the future.

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

What industry analysts overlooked is the pace of change. From limited implementations, we've witnessed rapid scaling across the broader industry.

Key Takeaways

• The shift toward AI represents a significant transformation in how companies develop applications.
• Conventional wisdom regarding performance demand significant reconsideration.
• The path forward depends less on specific tools and more on team capability.