What many observers failed to anticipate is the speed of transformation. Starting with early adoption, the industry has seen rapid expansion throughout the entire industry.

A critical observation emerges from our reporting: what thrived previously may not work currently or tomorrow.

What's happening now is just the beginning. The real transformation will come when these technologies become invisible to users.

What industry analysts underestimated is the pace of transformation. Starting with early pilots, we've witnessed rapid scaling throughout the entire sector.

Key Insights

• The acceleration of AI marks a fundamental transformation in the way teams develop systems.
• The sophistication of contemporary platforms necessitates different expertise across development groups.
• Prioritization of capability building will likely prove more important than chasing the latest platforms.