What many observers underestimated is the speed of change. Starting with early adoption, the industry has seen rapid scaling throughout emerging market.

A critical observation comes from recent research: what thrived in the past often fails currently or in the future.

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

The broader implications goes much deeper than surface-level impacts. Recognizing these deeper dimensions is critical for teams seeking to prepare adequately.

Key Points

• The acceleration of AI signals a major transformation in the way teams develop systems.
• The sophistication of modern systems requires different expertise across development groups.
• Competitive advantage relies less on particular platforms and more on organizational culture.