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Lessons learned

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

Published lessons
19

From ⁦17⁩ projects

Times cited
85

In later requests and projects

High impact
10

Cost days or money

In review
2

Waiting for PMO validation

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A Infrastructure project in Planning

  1. 99Same project typeFits its phaseSame portfolioProven
  2. 80Same project typeFits its phaseProven
  3. 80Same project typeFits its phaseProven
  4. 78Same project typeFits its phaseProven
  5. 70Same project typeFits its phase

The register

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

⁦21⁩ of ⁦21⁩

Data governance comes before tracking and analytics

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

  1. 1ContextThe medium-term plan tracker started before the ministry, governorate and project master-data dictionary was complete.
  2. 2What happenedAt the initiation gate the national steering committee made classifying the partner bodies’ data under the approved data-protection policy a condition.
  3. 3ImpactA conditional approval and three work packages re-sequenced.

Recommendation

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

Captured by
Razan Al-Rifai
Date
2026-08-18
Applies to
Digital · IT · Consulting

Where it was used (⁦6⁩)

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