South African wine group

    A wine group replaces seven Jet Enterprise cubes with one Microsoft Fabric model

    Seven legacy cubes and 142 measures rebuilt on Microsoft Fabric and Power BI, with every measure carried across and none left behind.

    7 → 1

    Jet cubes replaced by one Fabric model

    142
    measures carried across
    0
    measures left behind
    Industry
    Wine production and distribution
    Region
    South Africa
    Duration
    Discovery, build and go-live
    Published
    16 October 2026
    Services
    Microsoft Fabric, Power BI Direct Lake, Jet Enterprise migration
    Built with
    Microsoft FabricData Factory in FabricPower BI (Direct Lake)Dynamics 365 Business Central
    The challenge

    Reporting that depended on cubes nobody could fully explain

    The group's reporting ran on JET Reports and seven Jet Enterprise cubes built over years. Executive dashboards took a long time to produce, and the sales team had no direct access to data, so they waited for Excel extracts prepared by others. The logic behind each number sat inside 798 pages of generated documentation, and the business had just consolidated its Business Central companies into one. Moving to Microsoft Fabric meant first knowing exactly what every cube did.

    Our approach

    Decode the old cubes, then rebuild them on Fabric

    We started with a fixed-price discovery that reverse-engineered the documentation behind the legacy cubes and traced every measure back to Business Central. That specification then drove the build: a Bronze, Silver and Gold lakehouse on Microsoft Fabric and one Direct Lake semantic model, delivered one cube at a time.

    798 pages turned into a specification

    We worked through the full documentation set behind the Jet Enterprise cubes and wrote down the seven cubes, 37 dimensions and 12 fact tables, with the source of every field.

    Every measure carried across

    Of the 142 measures, 101 were rebuilt directly, 37 derived from other measures and 4 rebuilt in part. None was lost: one field with no source in Business Central is covered by a simple mapping table.

    Wine-specific logic kept

    Volumes in litres and 9-litre cases, the ageing of receivables and payables, and daily currency rates all came across to Fabric, so the numbers people already trusted stayed the same.

    One model instead of seven cubes

    The seven cubes are now a single Direct Lake semantic model on a Bronze, Silver and Gold lakehouse, with the old MDX calculations translated into DAX.

    Built on real data from day one

    The specification was written against 99 tables actually extracted from Business Central during the discovery, so the build started from the real schema, not assumptions.

    Delivered cube by cube

    The build went one cube at a time, starting with Sales so the sales team got direct access to its data first, and finishing with Finance once the foundations were proven.

    Technology

    Where the data lives and how it flows

    Data source
    ReportingAll 142 measures in one model, replacing seven cubes
    Data source · Microsoft cloud, Business Central online
    Dynamics 365 Business Central

    The group's ERP: finance, sales, inventory, purchasing, receivables and payables, including the history of the merged companies

    The results

    What changed

    7 → 1cubes replaced by one model
    142measures carried across
    0measures left behind

    The group's reporting now runs on one Microsoft Fabric model instead of seven Jet Enterprise cubes, with every legacy measure carried across, so the figures people already relied on still add up the same way.

    Because the build followed a checked specification and went one cube at a time, each cube could be compared against the old numbers before the next one started, beginning with Sales and finishing with Finance.

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