What industry analysts underestimated is how quickly of adoption. Starting with early adoption, organizations have experienced exponential scaling across the entire market.

The consequences for organizations are substantial. Companies that embrace these approaches quickly are positioned to significant gains.

Speed of adaptation matters more than perfection in execution.

What industry analysts failed to anticipate is the speed of transformation. From limited pilots, we've witnessed exponential scaling in the broader market.

Key Insights

• The movement toward AI signals a major change in the way teams develop systems.
• The sophistication of advanced technologies requires new skills throughout development groups.
• Investment in capability building will likely prove more valuable than adopting the latest platforms.