What traditional thinkers overlooked is the pace of adoption. Starting with early adoption, we've witnessed significant scaling in emerging market.

A critical observation emerges from recent research: what worked yesterday often fails today or in the future.

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

What many observers overlooked is how quickly of change. Beginning with initial adoption, we've witnessed exponential expansion in the entire sector.

Key Insights

• The movement toward AI represents a fundamental change in how teams develop systems.
• Conventional wisdom about reliability need fundamental revision.
• Investment in skill development will prove more important than chasing the latest platforms.