What traditional thinkers underestimated is the pace of adoption. Beginning with initial pilots, the industry has seen rapid expansion across emerging industry.

A critical observation is highlighted by our reporting: what succeeded previously often fails today or in the future.

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

What traditional thinkers overlooked is how quickly of change. From limited adoption, we've witnessed significant scaling throughout the entire industry.

Key Points

• The shift toward AI represents a significant evolution in the way organizations build solutions.
• The complexity of advanced technologies necessitates different expertise across development groups.
• Prioritization of capability building is likely to prove more valuable than chasing the latest platforms.