Turn Your Data Into Decisions
Power BI and Microsoft Fabric platforms, built and supported by Mango Analytics, our data and analytics brand.

What We Do
From the data platform to the dashboards your managers open every morning.
Four Questions Your Data Can Answer
Most businesses start with what happened. The value grows as you move to what will happen and what to do about it.
From Raw Data to Reliable Data
Before any dashboard, the data has to be right. Every engagement takes your data through the same seven steps.
- Data GatheringData collected from every source and brought into one standard format.
- Data AuditingEach source checked for quality, so problems are found before they spread.
- Data CleansingIncomplete, incorrect and duplicate records found and fixed or removed.
- ConsolidationData from many sources combined into one consistent set.
- Data ModellingFacts and measures arranged so business questions are easy to answer.
- Semantic ModellingBusiness names and meaning added, so everyone reads the numbers the same way.
- Data StagingPrepared data held in a staging area, ready to load and report on.
Built in Layers, Built to Last
One large report file that does everything is hard to share, slow to refresh and risky to change. We separate the layers, so several developers can work at once and one change does not break the rest.
- PrepareDataflows and pipelines that collect, validate and transform the data once, for every report.
- ModelOne shared model, designed to answer business questions, with each measure defined once.
- ReportLight reports, paginated reports and Analyze in Excel, all reading from the same model.
Ready-to-Use Solutions
Power BI solutions published on Microsoft AppSource, ready to deploy and adapt to your data.

Case Studies
Microsoft Workshops
As a Microsoft Delivery Partner, we run Dashboard in a Day and Fabric Analyst in a Day, hands-on workshops that get your team building in Power BI and Fabric from the first session.
Consultancy and Training


Our data and analytics brand, backed by IOP's 40+ years. Solutions, AI agents and training, all in one place.
Looking for Something Else?
See our other solutions.
Get More From Your Data
Tell us what you report on today and where the data lives, and we will propose a way forward.
