Pre-built reference architectures and accelerators tuned for the questions your industry actually asks.
Each industry below comes with a reference architecture, KPI library, and prior-art we can build on from day one.
Inventory visibility, channel reconciliation, and demand forecasting — across POS, marketplace, and warehouse systems.
See solution →Regulatory reporting, fraud detection, and unit economics — modelled to your reporting framework.
See solution →OEE, downtime analytics, and supply chain visibility — bridging SCADA, MES, and ERP systems.
See solution →Project profitability, utilisation, and pipeline analytics — across PSA, CRM, and finance systems.
See solution →Resident outcomes, rostering, and compliance reporting — with privacy-first design.
See solution →Order-to-delivery analytics, route economics, and 3PL reconciliation across multiple carriers.
See solution →A 200-store retailer needed a single view of stock across POS, ERP, 3PL, and three marketplaces — with same-day refresh and per-channel reconciliation. Legacy nightly batch had drifted into 36+ hours of lag.
Fabric lakehouse with hourly ingestion from each source, a unified inventory fact, and a Power BI semantic model.
Stock lag cut from 36 hours to 1 hour; marketplace stockouts down 38%; finance reconciliation effort halved.
Reference inventory model now reused on three further retail engagements with minor customisation.
A four-entity services group needed a consolidated finance view with intercompany eliminations, FX translation, and a board-ready management pack — produced on a monthly cadence without 60 hours of analyst time.
Azure SQL warehouse with dimensional GL, intercompany matching engine, and a Power BI exec pack.
Month-end close from 11 working days to 3; 22 new metrics on the board pack; zero Excel handoffs.
Platform runs under our MSP — finance team sees the dashboard refresh, never the pipeline.
A specialty chemicals manufacturer wanted line-by-line OEE on the plant floor — and reconciled daily yield against ERP — without ripping out their existing SCADA investment.
Fabric Real-Time Intelligence pulling tag data from SCADA, joined to shift and product master from D365.
OEE visible per line within 10 seconds; downtime root-cause coding by operator; 6% throughput uplift.
Predictive maintenance pilot using the same data feed — already in design.
Tested, documented, and licensed to you as part of the engagement — no lock-in.
40+ pre-built connectors for ERPs, CRMs, eCommerce platforms, and finance systems — including Cin7, NetSuite, Xero, Shopify, and Salesforce.
Reference dimensional models for finance, sales, inventory, and operations — accelerating warehouse design by weeks.
Pre-built Power BI cost and consumption dashboards for Azure, Fabric, and Power BI itself — visible from day one.
If so, we can probably show you a working reference architecture in the first call.
