What industry analysts failed to anticipate is the pace of adoption. Starting with early pilots, we've witnessed exponential growth in the entire industry.

An important finding emerges from our reporting: what succeeded in the past rarely succeeds now or ahead.

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

What matters most goes much deeper than the obvious effects. Understanding these complexities is essential for leaders wanting to stay ahead.

Key Takeaways

• The shift toward AI marks a major transformation in how teams develop systems.
• Traditional approaches about security demand significant revision.
• The path forward depends less on particular platforms and increasingly requires team capability.