What many observers overlooked is how quickly of change. From limited pilots, the industry has seen exponential expansion across emerging industry.

One key insight comes from our reporting: what succeeded previously rarely succeeds now or tomorrow.

What's happening now is just the beginning. The real transformation will come when these technologies become invisible to users.

What matters most goes much deeper than the obvious effects. Recognizing these nuances is critical for organizations planning to stay ahead.

Key Points

• The shift toward AI represents a major change in how organizations develop applications.
• The sophistication of contemporary platforms requires evolved capabilities throughout technology organizations.
• The path forward depends less on individual technologies and increasingly depends on organizational culture.