Enterprise Data Modernization with Microsoft Fabric
How Thoughtwave helped e-Alliance transition to a unified data platform, automate complex financial data flows, and achieve production-ready pipelines in under 4 weeks.
The Challenge
The client needed to transition to a unified data platform (Microsoft Fabric) to manage complex financial data flows from disparate sources like SAP Concur and Oracle Fusion while automating manual accounts payable/receivable processes. Legacy systems were creating data silos, slowing decision-making, and accumulating technical debt across reporting infrastructure.
The TWSS Solution
A four-pronged approach to modernize the data platform end-to-end
Rapid Architecture Deployment
Finalized the Medallion Architecture and Fabric workspace configuration in a record 80 billable hours.
AI-Driven Extraction
Engineered an automated AI engine to parse unstructured PDF/CSV financial documents into structured, ERP-ready datasets.
Performance Optimization
Developed and implemented a "Partition by Date—ALG Strategy" to ensure sub-second query performance in Direct Lake mode.
Refined Data Modeling
Reconstructed semantic and dimension models to align with enterprise-level reporting requirements.
The Impact
Measurable outcomes delivered in record time
Technical recommendations formally adopted by the client’s chief architects.
Resolved all outstanding bugs and architectural gaps identified in the legacy tracking logs.
Established a "Production-Ready" pipeline directly into SAP and Oracle ecosystems.
Provided comprehensive production guides for internal teams to maintain and scale the environment.
Key Performance Metrics
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