Case Studies

Real problems.
Structured solutions.

Real examples of structured systems replacing ambiguity — improving decision-making, reducing operational friction and supporting leadership teams with defensible, trusted information.

Most client names are intentionally omitted. Each case reflects production work delivered in live environments. Named clients have given permission for attribution.

Automated Onboarding Insight

Power Automate · SharePoint · Power BI · Theme Modelling

Challenge

Teams were collecting valuable onboarding feedback but lacked a structured, repeatable way to analyse trends.

Approach

Built an automated pipeline from SharePoint into Power BI, applying theme extraction to surface patterns across people, process and training.

Outcome

  • Fully automated survey ingestion
  • Sentiment scoring and theme clustering
  • Earlier visibility of coaching and training gaps

Portfolio Forecasting & Demand Planning

Power BI · Scenario Modelling · Resource Planning

Challenge

An engineering function required predictable visibility of workload and capability demand.

Approach

Built a structured forecasting dataset and delivered an interactive model allowing leaders to test scenarios and balance resources across multiple time horizons.

Outcome

  • Clear supply vs demand visibility
  • Earlier identification of bottlenecks
  • Consistent 3–12 month planning windows

SharePoint Information Architecture Rebuild

SharePoint Online · Document Libraries · Metadata Design · Governance

Challenge

A department was operating within deeply nested folder structures, duplicating documents across libraries and relying on individual memory rather than system design. Search was unreliable, version control inconsistent and storage growth accelerating.

Approach

Redesigned the environment using metadata columns instead of folders, introduced governed content types and aligned document classification to operational workflows rather than personal habits.

Outcome

  • Reduced folder depth and duplication
  • Enabled fast filtering and structured search via metadata
  • Improved version visibility and lifecycle control
  • Created scalable structure without retraining the organisation

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