What many observers underestimated is the pace of change. From limited pilots, the industry has seen rapid scaling in the entire industry.

An important finding comes from industry analysis: what worked yesterday rarely succeeds now or ahead.

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

What many observers underestimated is the pace of transformation. Beginning with initial pilots, organizations have experienced exponential expansion across emerging market.

Key Insights

• The acceleration of AI represents a fundamental evolution in how teams develop systems.
• The sophistication of contemporary platforms demands different expertise across technology organizations.
• Focus on capability building will prove more valuable than adopting the latest platforms.