What many observers underestimated is how quickly of transformation. From limited implementations, we've witnessed significant growth throughout the broader industry.

A critical observation is highlighted by recent research: what worked previously often fails today or ahead.

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

What many observers failed to anticipate is the pace of change. Starting with early adoption, the industry has seen rapid expansion in the entire market.

Key Insights

• The acceleration of AI signals a major evolution in how organizations develop applications.
• The complexity of modern systems necessitates different expertise from engineering teams.
• The path forward is less driven by particular platforms and increasingly requires team capability.