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By David Kim, Senior Contributing Editor and Analyst | | APIs | 10 min read

What many observers underestimated is how quickly of transformation. Starting with early pilots, organizations have experienced rapid growth throughout the broader sector.

The implications for teams are substantial. Companies that embrace these approaches proactively are positioned to significant gains.

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

Over the last 18 months, organizations adapted significantly in response to market demands. This shift shows the importance of staying competitive in a rapidly evolving tech landscape.

Key Insights

  • The shift toward AI marks a significant evolution in how companies develop systems.
  • The scope of contemporary platforms requires evolved capabilities across engineering teams.
  • Success depends less on particular platforms and increasingly requires team capability.