Over the last 18 months, the industry adapted significantly because of market demands. This shift reflects the urgency of adapting quickly in an increasingly dynamic competitive arena.

An important finding comes from our reporting: what succeeded in the past often fails today or tomorrow.

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

What industry analysts failed to anticipate is the pace of adoption. Beginning with initial adoption, the industry has seen rapid growth across emerging market.

Key Points

• The shift toward AI represents a major change in the way organizations architect solutions.
• The complexity of contemporary platforms necessitates different expertise across engineering teams.
• Success depends less on particular platforms and increasingly requires strategic thinking.