What industry analysts overlooked is how quickly of adoption. Starting with early implementations, the industry has seen significant scaling across the broader market.

An important finding comes from our reporting: what succeeded previously often fails now or tomorrow.

The difference between winners and losers increasingly comes down to how quickly organizations can adapt their practices.

What traditional thinkers failed to anticipate is the speed of adoption. From limited adoption, the industry has seen rapid growth throughout the entire market.

Key Insights

• The acceleration of AI signals a major transformation in how organizations develop solutions.
• Legacy strategies regarding reliability demand significant rethinking.
• Competitive advantage is less driven by specific tools and increasingly requires team capability.