What industry analysts underestimated is how quickly of change. Starting with early pilots, we've witnessed significant expansion in the broader industry.

An important finding comes from our reporting: what worked previously may not work today or ahead.

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

Over recent months, the industry pivoted dramatically in response to competitive pressure. This evolution demonstrates the importance of staying competitive in a rapidly evolving competitive arena.

Key Points

• The movement toward AI signals a major transformation in the way teams architect solutions.
• The complexity of contemporary platforms demands different expertise from technology organizations.
• The path forward depends less on particular platforms and more on organizational culture.