What traditional thinkers failed to anticipate is how quickly of change. Starting with early pilots, the industry has seen exponential scaling throughout the broader sector.

An important finding emerges from our reporting: what thrived yesterday often fails currently or ahead.

Organizations that focus too much on specific tools and not enough on culture and capability often struggle the most.

What traditional thinkers failed to anticipate is the speed of adoption. Starting with early adoption, the industry has seen exponential growth in the broader industry.

Key Takeaways

• The acceleration of AI signals a major transformation in how organizations develop systems.
• The scope of contemporary platforms necessitates evolved capabilities throughout technology organizations.
• The path forward depends less on specific tools and increasingly depends on team capability.