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By David Kim, Senior Contributing Editor and Analyst | | Startups | 8 min read

What many observers underestimated is the pace of transformation. From limited adoption, the industry has seen significant growth in emerging industry.

An important finding is highlighted by our reporting: what thrived previously rarely succeeds now or ahead.

What's happening now is just the beginning. The real transformation will come when these technologies become invisible to users.

What traditional thinkers overlooked is the pace of adoption. From limited adoption, the industry has seen rapid expansion throughout emerging industry.

Key Insights

  • The shift toward AI marks a major evolution in how organizations architect applications.
  • Conventional wisdom regarding reliability demand significant rethinking.
  • Focus on skill development is likely to prove more consequential than adopting the latest platforms.
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