Selected work · Production deployments

Real projects.
Proven outcomes.

Healthcare, MedTech, manufacturing, energy and insurance — representative engagements across regulated enterprise environments. Client names anonymized.

Case 02 — Medical Technology · 2024–Present

Microsoft Fabric data mesh for medical technology.

A MedTech operator needed a scalable, governed analytics layer across multiple business domains — connecting devices, scheduling and clinical operations.

Challenge

  • Fragmented data across domains
  • No shared governance model
  • Analytics could not scale
  • DSGVO/GDPR compliance pressure

What we built

  • Fabric-based data mesh with domains
  • Domain-owned reporting layer
  • Purview governance & lineage
  • Self-service analytics for operations

Technologies

Microsoft Fabric · Azure · Power BI · Purview · IoT Hub · Azure SQL

Business impact

  • Trusted domain-level data
  • Scalable analytics architecture
  • Better operational insight
  • Compliance-ready governance
Case 03 — Industrial · Multi-country group · 2022–2023

Five-country ERP consolidation into a cloud data warehouse.

A multi-country industrial group ran five ERP systems with inconsistent definitions, slow group reporting, and no shared analytical foundation.

Challenge

  • Five ERP systems, different versions
  • Inconsistent KPI definitions
  • Slow, manual group reporting
  • No shared cost/revenue view

What we built

  • Cloud data warehouse on Azure
  • ELT integration layer for all 5 ERPs
  • Harmonized KPI model
  • Group-level Power BI reporting

Technologies

Azure SQL · Azure Data Factory · dbt · Power BI · ERP / Oracle / Dynamics connectors

Business impact

  • Single reporting foundation
  • Faster group-level visibility
  • Consistent KPI definitions
  • Foundation for FP&A automation
Case 04 — Energy & Industrial Equipment · 2024–Present

IoT analytics platform for energy and medical-device equipment.

Equipment-heavy organizations needed real-time visibility into device usage, performance and predictive maintenance signals — all in one operational view.

Challenge

  • Usage data not visible to operations
  • No predictive monitoring
  • Disconnected device telemetry
  • Reactive instead of proactive ops

What we built

  • IoT streaming pipeline
  • Utilization & uptime dashboard
  • Predictive maintenance signals
  • Operational alert rules

Technologies

Azure IoT Hub · Stream Analytics · Microsoft Fabric · Power BI · Grafana

Business impact

  • Better capacity utilization
  • Faster issue detection
  • Lower unplanned downtime
  • Foundation for predictive ops
Case 05 — DACH Enterprise Finance · 2023

CFO dashboard and enterprise performance reporting.

A controlling team relied on manual Excel for monthly reporting. Month-end took five days; numbers often disagreed between business units.

Challenge

  • Manual Excel reporting cycle
  • Slow month-end visibility
  • Different numbers across BUs
  • No drill-down for board questions

What we built

  • CFO dashboard with KPI tree
  • Automated refresh from finance systems
  • Standardized definitions across BUs
  • Drill-down to transaction level

Technologies

Power BI · Azure SQL · IFRS reporting model · dbt · ERP / Dynamics

Business impact

  • Faster financial insight
  • Reduced manual reporting effort
  • Trusted single source of truth
  • Confident board reporting
Case 06 — Asset-heavy Operations · 2024

Power Apps asset-management solution.

An operationally complex business tracked physical assets across spreadsheets and SharePoint lists. Updates were inconsistent; ownership unclear.

Challenge

  • Manual asset tracking
  • Scattered lists and spreadsheets
  • No clear ownership of records
  • No visibility for management

What we built

  • Power Apps front-end for field use
  • Dataverse / List backend
  • Power Automate workflow rules
  • Power BI tracking dashboard

Technologies

Power Apps · Power Automate · Dataverse · Microsoft Lists · Power BI

Business impact

  • Cleaner operational data
  • Better asset tracking
  • Fewer manual steps
  • Visibility for management
Case 06 — Insurance · Tier-1 carrier · 2023–2024

Migrating 200+ dashboards from Power BI to Grafana.

A Tier-1 European insurer needed to consolidate two reporting platforms and reduce licensing cost while preserving every business-critical KPI.

Challenge

  • 200+ dashboards on Power BI
  • Migration complexity, adoption risk
  • Inconsistent KPI definitions
  • Slow refresh on legacy semantic models

What we built

  • Migration framework & mapping tool
  • Dashboard redesign for Grafana
  • Performance & refresh logic
  • Governance and ownership model

Technologies

Power BI · Grafana · SQL Server · Azure · Python migration tooling

Business impact

  • Modernized reporting estate
  • Improved dashboard performance
  • Clearer governance & ownership
  • Reduced platform licensing cost
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