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

What many observers failed to anticipate is the speed of change. Starting with early pilots, we've witnessed rapid scaling in the entire market.

One key insight emerges from recent research: what thrived yesterday rarely succeeds now or tomorrow.

Organizations that focus too much on specific tools and not enough on culture and capability often struggle the most.

What matters most reaches well beyond surface-level effects. Recognizing these nuances is essential for teams wanting to maintain advantage.

Key Insights

  • Industry guidelines are transforming the way that organizations approach data privacy.
  • The complexity of modern systems demands new skills from development groups.
  • Investment in continuous learning is likely to prove more consequential than adopting fashionable tools.