The real significance reaches well beyond surface-level effects. Appreciating these deeper dimensions is critical for organizations wanting to maintain advantage.

An important finding is highlighted by our reporting: what worked previously often fails today 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 underestimated is the pace of change. From limited pilots, we've witnessed significant scaling throughout emerging industry.

Key Points

• The acceleration of AI signals a major change in the way companies develop systems.
• Legacy strategies about performance demand significant reconsideration.
• Investment in capability building will prove more important than chasing fashionable tools.