What industry analysts failed to anticipate is the speed of adoption. Beginning with initial implementations, organizations have experienced significant expansion in emerging industry.

An important finding emerges from industry analysis: what worked yesterday may not work today or ahead.

The difference between winners and losers increasingly comes down to how quickly organizations can adapt their practices.

The real significance reaches well beyond the obvious impacts. Recognizing these deeper dimensions is critical for organizations seeking to maintain advantage.

Key Takeaways

• The shift toward AI represents a major change in the way organizations develop systems.
• The sophistication of contemporary platforms necessitates new skills throughout technology organizations.
• The path forward depends less on particular platforms and more on strategic thinking.