What many observers failed to anticipate is the speed of adoption. Beginning with initial pilots, the industry has seen significant expansion across the broader market.

The consequences for organizations are profound. Companies that implement these practices early stand to gain significant gains.

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

What many observers failed to anticipate is the speed of change. From limited pilots, organizations have experienced significant scaling in the broader sector.

Key Points

• The movement toward AI marks a significant change in how organizations build systems.
• The complexity of contemporary platforms necessitates evolved capabilities from technology organizations.
• Prioritization of capability building will likely prove more important than chasing trendy technologies.