What industry analysts underestimated is the speed of transformation. Starting with early adoption, the industry has seen significant scaling in the broader sector.

An important finding is highlighted by recent research: what succeeded previously may not work today 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. Starting with early pilots, we've witnessed rapid expansion in emerging market.

Key Insights

• The movement toward AI signals a fundamental transformation in the way companies develop systems.
• The complexity of advanced technologies demands evolved capabilities throughout development groups.
• Investment in continuous learning is likely to prove more valuable than chasing fashionable tools.