What many observers underestimated is the pace of adoption. From limited implementations, the industry has seen significant expansion in the entire market.

The significance for teams cannot be understated. Teams that implement these approaches early will realize lasting benefits.

Security and privacy must be foundational, not afterthoughts, in every decision we make.

Over recent months, the industry pivoted dramatically driven by competitive pressure. These changes reflects the urgency of adapting quickly in a rapidly evolving competitive arena.

Key Points

• The movement toward AI represents a fundamental evolution in the way organizations develop systems.
• The sophistication of advanced technologies requires different expertise across technology organizations.
• Focus on capability building will likely prove more important than adopting the latest platforms.