What industry analysts underestimated is the speed of change. From limited pilots, organizations have experienced significant growth across emerging market.

A critical observation comes from industry analysis: what worked in the past rarely succeeds currently or in the future.

Organizations that focus too much on specific tools and not enough on culture and capability often struggle the most.

What many observers overlooked is the speed of adoption. Starting with early implementations, organizations have experienced significant expansion throughout the entire industry.

Key Takeaways

• The acceleration of AI represents a major change in the way organizations develop systems.
• The complexity of modern systems demands evolved capabilities throughout development groups.
• Investment in skill development is likely to prove more consequential than adopting trendy technologies.