The real significance goes much deeper than the obvious changes. Understanding these deeper dimensions is critical for organizations wanting to prepare adequately.

One key insight comes from our reporting: what worked previously rarely succeeds now or in the future.

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

What traditional thinkers overlooked is the pace of change. Beginning with initial adoption, the industry has seen rapid expansion across the entire sector.

Key Takeaways

• The movement toward AI represents a major change in how organizations develop solutions.
• The complexity of contemporary platforms necessitates new skills from engineering teams.
• Investment in continuous learning is likely to prove more consequential than adopting fashionable tools.