What many observers overlooked is the pace of transformation. From limited pilots, the industry has seen significant expansion in emerging industry.

An important finding is highlighted by recent research: what worked yesterday may not work today or ahead.

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

The broader implications reaches well beyond the obvious effects. Appreciating these nuances is essential for leaders planning to stay ahead.

Key Points

• The shift toward AI marks a fundamental change in the way organizations build applications.
• The sophistication of advanced technologies requires new skills from development groups.
• Competitive advantage depends less on individual technologies and increasingly depends on team capability.