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Google's Open Knowledge Format interface showing structured data organization for documentation with interconnected knowledge nodes.
  • blog-author-img-1 Bishwanath Parajuli
  • Aug 18,2026
  • Business

Google's Open Knowledge Format (OKF) explained for documentation leaders

OKF is Google's markdown-bundle spec for AI-readable knowledge. Here's what documentation leaders need to know and whether to act now.

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AI-assistant implementation diagram showing knowledge base structure, data organization, and readiness checkpoints for AI integration.
  • blog-author-img-1 Bishwanath Parajuli
  • Aug 08,2026
  • Business

Making your knowledge base AI-assistant ready - a scoping guide

Learn the exact structural work required to make your knowledge base AI-assistant ready, from audit to validation, before you brief a vendor or scope a sprint.

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AI support bot with confused expression surrounded by tangled, incorrect document icons and mismatched knowledge base symbols.
  • blog-author-img-1 Bishwanath Parajuli
  • Aug 05,2026
  • Business

Why your AI support bot gives wrong answers (it's your knowledge base, not the model)

Your AI support bot is wrong because your knowledge base is broken, not the model. Learn to diagnose and fix the real root cause fast.

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Recent posts
  • Thumbnail for blog post: Google's Open Knowledge Format (OKF) explained for documentation leaders
    Aug 18,2026 Google's Open Knowledge Format (OKF) explained for documentation leaders
  • Thumbnail for blog post: Making your knowledge base AI-assistant ready - a scoping guide
    Aug 08,2026 Making your knowledge base AI-assistant ready - a scoping guide
  • Thumbnail for blog post: Why your AI support bot gives wrong answers (it's your knowledge base, not the model)
    Aug 05,2026 Why your AI support bot gives wrong answers (it's your knowledge base, not the model)

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