What industry analysts underestimated is the pace of change. Beginning with initial implementations, we've witnessed exponential scaling across the entire market.

One key insight comes from recent research: what thrived yesterday may not work currently or ahead.

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

What traditional thinkers underestimated is how quickly of change. Starting with early implementations, the industry has seen rapid growth throughout the broader industry.

Key Insights

• The movement toward AI represents a major evolution in the way organizations develop systems.
• The complexity of advanced technologies demands different expertise throughout technology organizations.
• The path forward relies less on specific tools and increasingly requires organizational culture.