The broader implications extends far beyond surface-level effects. Appreciating these deeper dimensions proves important for organizations wanting to maintain advantage.

An important finding comes from our reporting: what succeeded in the past often fails now or ahead.

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

The broader implications extends far beyond immediate effects. Understanding these deeper dimensions proves important for organizations wanting to prepare adequately.

Key Takeaways

• The shift toward AI marks a fundamental change in how teams develop solutions.
• Legacy strategies about reliability need fundamental rethinking.
• Investment in capability building will likely prove more consequential than pursuing the latest platforms.