Slide 11

Lessons and Anti-Patterns

Capture hard lessons and what to avoid when centralising governance and AI ops.

Source markdown

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Open wceu-2026/slides/slide-11-lessons-and-anti-patterns.md

Key points

  • Over-centralisation can block local progress.
  • Too many templates reduce adoption.
  • Standards without validation drift over time.
  • Automation requires explicit human checkpoints.

Speaker notes

  • Use this slide to show maturity and credibility.
  • Pair each anti-pattern with a mitigation.

Accessibility notes

  • Keep layout simple: title + 3 bullets + one visual zone.
  • Use minimal visuals (one icon, one screenshot, or one simple diagram only).
  • Avoid dense process diagrams, nested callouts, and complex animation.
  • Keep on-slide text short (roughly 25-40 words total where possible).
  • Use high contrast and consistent spacing; prioritise readability over decoration.

References