INDUSTRY 01

Manufacturing & Industrial.

Heavy industry runs on tight margins and tighter operations. Data is the lever that turns those tight margins into compounding ones.

Sub-sectors
Cement · Steel · Packaging · Automotive · Chemicals
Engagements
2+
Specializations
DACH
Status
Actively serving
— Common business problems

What manufacturing leaders bring to us.

Recurring patterns we see across cement, steel, packaging, automotive and chemicals. Operations data is rich; the challenge is connecting the shop floor to management reporting.

Problems we solve

  • Machine data disconnected from reporting
  • Production KPIs not standardized
  • Maintenance data not used predictively
  • ERP and shop-floor systems separated
  • Quality data scattered across tools
  • Group-level visibility delayed by weeks

Solutions we build

  • Production dashboards (line, plant, group)
  • IoT analytics on machine telemetry
  • Predictive maintenance signals
  • ERP / MES / shop-floor integration
  • Operations cockpit for plant managers
  • Group-level performance reporting

Example KPIs

  • OEE (Overall Equipment Effectiveness)
  • Throughput, scrap and rework rate
  • Unplanned downtime, MTTR / MTBF
  • Maintenance cost per unit
  • Energy consumption per output
  • On-time delivery rate
— Common challenges

What manufacturing leaders bring to us.

Recurring patterns across engagements. Each is solvable. None is solved by a slide deck alone.

— Case studies

Selected work in Manufacturing & Industrial.

Engagement details below. Specific clients, financials and architecture diagrams shared under NDA.

Packaging Industry · 2023–2024

Five-country ERP consolidation in packaging

Azure · MS Fabric · Databricks · Power BI

Built a cloud-based DWH consolidating ERP systems from five countries. Migrated on-premise SSIS to Azure Data Factory. Connected ERP and BI source systems to Azure. Single point of truth for the executive team across the entire group.

Group reporting cycle cut from 9 to 3 days. Audit-ready lineage end-to-end.
Industrial B2B Components · 2022–2023

DWH and ETL pipeline modernization

Azure Synapse · ADF · Power Platform · MS Fabric

Further developed data warehouse and ETL pipelines on Azure Synapse. Expanded DevOps CI/CD pipelines. Connected ProAlpha, CRM and multiple ERPs into a single analytics layer.

Procurement cycle visibility doubled. Data-science team unblocked.
Trusted by industry leaders

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