What industry analysts underestimated is the pace of transformation. Starting with early pilots, organizations have experienced exponential growth throughout the broader market.

An important finding is highlighted by our reporting: what thrived previously may not work today or ahead.

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

What many observers failed to anticipate is the pace of adoption. Starting with early pilots, the industry has seen significant growth in the broader industry.

Key Takeaways

• The movement toward AI represents a significant transformation in how companies build solutions.
• The sophistication of contemporary platforms necessitates different expertise from development groups.
• Focus on capability building will prove more valuable than chasing fashionable tools.