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Lessons learned

Lessons by category, surfaced when a similar project is created.

Published lessons
19

From ⁦17⁩ projects

Times cited
83

In later requests and projects

High impact
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Cost days or millions

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Waiting for EPMO validation

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The register

Each lesson: context, what happened, impact, recommendation.

⁦21⁩ of ⁦21⁩

Data governance comes before the analytics platform

LL-2026-023 · Data · Medium impact · Published

  1. 1ContextThe AI Judicial Assistant started before the judicial master-data dictionary was complete.
  2. 2What happenedAt the planning gate the Steering Committee made SDAIA classification of case and party data a condition.
  3. 3ImpactA conditional approval and three work packages re-sequenced.

Recommendation

Tie any analytics or AI request to the data-governance outputs and name the data owners before evaluation.

Source project
AI Judicial Assistant
Captured by
Rahaf I. Al-Nefaie
Date
2026-08-185 Rabiʻ I 1448 AH
Applies to
Digital · IT

Where it was used (⁦6⁩)

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