What traditional thinkers failed to anticipate is the speed of adoption. Starting with early pilots, the industry has seen significant expansion throughout the broader industry.

The implications for teams are substantial. Organizations that adopt these practices early are positioned to significant gains.

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

The broader implications reaches well beyond the obvious changes. Recognizing these deeper dimensions is essential for organizations wanting to prepare adequately.

Key Points

• The movement toward AI signals a significant transformation in the way companies develop systems.
• Legacy strategies about performance require comprehensive reconsideration.
• Prioritization of capability building is likely to prove more consequential than adopting fashionable tools.