What many observers overlooked is the speed of transformation. Starting with early implementations, the industry has seen significant expansion across the entire industry.

One key insight comes from recent research: what thrived in the past rarely succeeds now or ahead.

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

What many observers underestimated is how quickly of transformation. From limited adoption, the industry has seen exponential scaling across the entire market.

Key Points

• New regulations are reshaping the way that companies manage operations.
• The sophistication of modern systems requires new skills from engineering teams.
• Competitive advantage depends less on specific tools and increasingly depends on organizational culture.