Solution patterns
Understand the architecture without invented results.
These pages present representative system patterns and clearly mark where architecture knowledge ends and substantiated customer evidence would begin.
Architecture library
Traceable patterns for data platforms and applied AI
The collection connects a recognisable business need with architecture, pilot boundaries, prerequisites, and accountable operation.
From document sources to a traceable answer
The pattern connects ingestion, permissions, retrieval, answer generation, and operational data without claiming a specific customer outcome.
02From engineering drawings to reviewable asset data
A representative pattern for extracting symbols, tags, and relationships from engineering diagrams with visible uncertainty and professional approval.
03Lakehouse foundation for the Mittelstand.
Azure Data Lake Storage and Databricks organise raw, validated, and business-ready data in clearly separated layers.
04Governed ERP and finance data mart.
SAP or Dynamics 365 data is extracted in a controlled way, reconciled with business definitions, and published as a traceable reporting layer for Power BI.
05Document pipeline with mandatory approval.
Azure AI Document Intelligence captures orders or invoices, rules validate the content, and uncertain cases remain subject to human approval.
06Permission-aware enterprise search with citations.
Azure AI Search and Azure OpenAI provide grounded answers while Microsoft Entra ID and document permissions constrain the retrievable context.
07Condition monitoring and predictive maintenance on Databricks.
Time series, maintenance data, and asset context are connected in the lakehouse, versioned with MLflow, and provided to maintenance as reviewable indicators.
08Data governance and lineage as a dependable baseline.
Microsoft Purview and Unity Catalog connect inventory, classification, roles, lineage, and audit for selected data domains.
Transfer
What would this pattern look like in your system landscape?
We assess data sources, permissions, user process, and operational requirements together.