What many observers failed to anticipate is the speed of transformation. Beginning with initial adoption, we've witnessed exponential scaling in the entire industry.

One key insight emerges from our reporting: what worked in the past often fails today or tomorrow.

Speed of adaptation matters more than perfection in execution.

Over the last 18 months, market leaders adapted dramatically because of emerging technologies. This evolution shows the urgency of staying competitive in a rapidly evolving tech landscape.

Key Points

• The acceleration of AI signals a fundamental evolution in how organizations architect applications.
• Conventional wisdom concerning performance demand significant revision.
• The path forward depends less on particular platforms and increasingly depends on organizational culture.