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# Technical debt reduction streamlines finance data operations, drives 85% cost savings
**URL:** https://test.sigmoid.com/case-studies/technical-debt-reduction-streamlines-finance-data-operations-drives-85-cost-savings/
Date: 2025-02-13
Author: Avadhut
Post Type: page
Summary: Technical debt reduction streamlines finance data operations, drives 85% cost savings Sigmoid helped a global consumer products manufacturer improve its finance data...Read More...
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# Technical debt reduction streamlines finance data operations, drives 85% cost savings
Sigmoid helped a global consumer products manufacturer improve its finance data operations through a comprehensive technology modernization initiative.
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### Business Scenario
A leading consumer products manufacturer with an extensive product line across three divisions was experiencing escalating infrastructure costs due to maintaining multiple finance data products and running frequent workload jobs for analysis reports. Their finance data ecosystem was distributed across multiple systems that required frequent manual processing, validation and storage clean-up causing inefficient resource utilization.
### Sigmoid Solution
Sigmoid implemented a comprehensive technology optimization solution on Azure Databricks to modernize the entire finance data landscape. All the Corporate Finance data including sales, revenue, volume, margin, pricing, inventory, daily finance, shipment etc. was migrated from multiple legacy systems into the client's centralized data and analytics platform. Finance reporting had previously run through a SQL Data Warehouse feeding Azure Analysis Services before reaching Power BI, adding an extra layer between the data and the business users who relied on it. Sigmoid retired this layer and moved analysis directly onto Databricks SQL Warehouse, simplifying the serving architecture without disturbing the underlying transformation logic.
[Read more](#Banner-Form)
### Business Impact
40%
faster time-to-market with improved code structure
85%
reduction in monthly infrastructure cost
90%
reduction in workload processing time
[Download case study](#Banner-Form)
[Download case study](#Banner-Form)
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