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Collinalitics LtdAnalytics Consulting

Power BI dashboards, SQL data modelling, Tableau visualisation, and reporting automation for UK SMEs that need clear, trusted analytics.

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© 2026 Collinalitics Ltd. All rights reserved. Registered in Scotland · Company No: SC874504

Power BITableauSQLEdinburgh-basedSME specialistsFixed price
Operations dashboard — workload overview
Work·Services · Operations

Operations KPI Dashboard

“Backlog visibility and turnaround tracking for a team managing 300+ cases a month across five spreadsheets.”

Power BIExcelSQL

Sector

Services · Operations

Client

Service delivery team · Central Scotland

Timeline

4-week engagement

Tools used

Power BI · Excel · SQL

5Spreadsheets replaced
~6 hrsSaved per monthly close
1Agreed turnaround definition

The challenge

The team managed 300+ cases a month across five separate spreadsheets. There was no shared view of workload, no consistent definition of turnaround time, and six hours of manual consolidation went into every monthly report.

The approach

We agreed one definition of turnaround time across the team, structured the five spreadsheets into a single SQL-ready data model, and built a Power BI dashboard with live backlog age tracking and SLA visibility.

The outcome

Senior managers had a shared workload view for the first time. Backlog age tracking made it easier to prioritise before SLA breaches. Six hours of monthly consolidation was eliminated.

KPIs in the dashboard

Active WorkloadTurnaround TimeBacklog AgeSLA RateTeam Performance

Tools used

Power BIExcelSQL

Anonymised engagement — service details generalised.

Dashboard views

Inside the dashboard.

Each view was designed around a specific reporting question — not just a default chart layout.

Operations dashboard — backlog age
Backlog age tracker
Operations dashboard — team performance
Team performance breakdown
Back to all work

Want a dashboard like this for your team?

Book a free data review — we'll look at your current reporting, agree the KPIs that matter, and give you a clear scope and price before any work begins.

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Next step

Ready to replace your manual reporting?

We scope every project with a free 30-minute data review — so you know exactly what you'll get and what it will cost before any work begins.

No obligation · Edinburgh-based · SME specialists

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