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Solution showcase AI-Powered Analytics & BI

Leave & Attendance Insights

A Power BI view of absenteeism and overtime trends with AI-flagged hotspots.

All industries · HR

Illustrative example build, not a client case study.

The challenge

Attendance data sits in the HR system, but managers only see it when there is already a problem.

Technology

  • Microsoft Power BI
  • Power Query
  • Azure OpenAI
  • Power Automate
How it works
  1. 1

    Connect HR data

    Attendance, leave and overtime records are refreshed automatically.

  2. 2

    Build the views

    Trends are shown by department, location, day of week and season.

  3. 3

    Flag hotspots

    Unusual absence or overtime patterns are highlighted with a short explanation.

  4. 4

    Share with managers

    Each manager gets a monthly view of their own team.

Designed to deliver

  • Earlier action on absence issues
  • Better control of overtime cost
  • Managers who see their team's patterns

Banking & Financial Services · Management

Branch performance commentary

Power BI dashboards with AI-generated variance commentary that explains movements by region, branch and product.

Energy & Utilities · Management

Consumption & complaint analytics

Integrated Power BI dashboards with AI commentary and exception alerts by area.

Development Sector & NGOs · Operations

Field survey data cleaning

Automated checks and AI clean, validate and standardise survey data before analysis, flagging records for follow-up.

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