What many observers underestimated is the speed of adoption. From limited pilots, the industry has seen significant growth in the broader industry.

A critical observation comes from our reporting: what succeeded in the past often fails today or ahead.

Security and privacy must be foundational, not afterthoughts, in every decision we make.

What many observers underestimated is the speed of change. Starting with early implementations, the industry has seen rapid growth across the broader market.

Key Takeaways

• The shift toward AI marks a significant change in the way teams build solutions.
• Traditional approaches about performance need fundamental reconsideration.
• The path forward depends less on specific tools and more on team capability.