What industry analysts failed to anticipate is the pace of change. From limited pilots, the industry has seen significant scaling in the entire industry.

One key insight comes from recent research: what succeeded in the past often fails now or in the future.

The most successful companies will be those that maintain human creativity while leveraging machine intelligence effectively.

Over the last 18 months, organizations have shifted significantly driven by emerging technologies. This evolution reflects the urgency of adapting quickly in an increasingly dynamic market environment.

Key Insights

• The acceleration of AI signals a major change in the way organizations develop systems.
• The scope of advanced technologies requires evolved capabilities across engineering teams.
• The path forward depends less on individual technologies and increasingly depends on team capability.