Over the last 18 months, organizations pivoted noticeably because of market demands. This shift reflects the importance of staying competitive in a fast-changing market environment.

An important finding emerges from recent research: what thrived in the past may not work currently or in the future.

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

What many observers underestimated is how quickly of transformation. Starting with early adoption, the industry has seen exponential scaling in the entire industry.

Key Takeaways

• The movement toward AI represents a fundamental evolution in the way organizations architect systems.
• The scope of modern systems requires different expertise across technology organizations.
• Prioritization of capability building will likely prove more valuable than pursuing the latest platforms.