Power BI, Microsoft Fabric and data engineering
Data to decisions.
Data ingestion, modelling, Power BI dashboards, Fabric pipelines, large datasets and operational exports connected into one delivery system.
Power BI
Management and operational dashboards
Microsoft Fabric
Pipelines and reusable governed datasets
612,472 rows
Verified production export workload
The challenge
The real problem was broader than one slow report. Data arrived from different operational sources, management needed reliable Power BI views, teams needed reusable datasets, and detailed Excel outputs still had to preserve strict business formats.
The platform therefore had to cover ingestion, transformation, semantic modelling, dashboards, Fabric orchestration and high-volume operational delivery without splitting the source of truth.
What we built
We designed the work as an end-to-end data platform: sources enter through controlled pipelines, business logic is modelled once, insight is delivered through Power BI, and detailed operational outputs remain reliable at production scale.
- Power BI dashboards for management and operational decision-making
- Semantic models and DAX measures built around business definitions
- Microsoft Fabric pipelines, dataflows and reusable dataset delivery
- Data ingestion and transformation across APIs, databases and files
- PostgreSQL-backed operational data and large-volume processing
- Streaming XLSX generation with bounded database batches
- Template-driven energy and regulatory Excel reporting
- Regression coverage for workbook content, batching and failure cleanup
Verified outcomes
The platform combines fast decision views with dependable detailed output. One verified export workload contained 10,937 projects, 43,748 tabs and 612,472 property rows. Its five-sheet XLSX was produced from a production copy in about 15 seconds while preserving structure and formatting. Separate energy-reporting work also delivered template-driven individual and combined Excel reports grounded in supplied production examples.
Power BI and semantic modelling presented as a reusable decision layer
Fabric and data pipelines connect source data to governed datasets
Production export verified against 10,937 projects and 612,472 rows
The full path from data to action.
The value is in the connected architecture: the dashboard, dataset, pipeline and operational report all use the same governed business logic.
Ingest
APIs, databases, spreadsheets and operational source systems.
Transform
Cleaning, validation, mapping and repeatable business rules.
Model
Semantic datasets, relationships, measures and DAX logic.
Orchestrate
Microsoft Fabric pipelines, dataflows and scheduled processing.
Visualise
Power BI dashboards for management and operational teams.
Deliver
Streaming and template-driven Excel outputs for detailed workflows.
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