Case Study
Accuracy in Data Migration Validation
Decrease in Data-related Incidents
Faster Validation Process Through Automation
A prominent real estate firm managing vast datasets across multiple platforms faced challenges in ensuring data consistency, integrity, and accuracy while migrating and reporting data across its enterprise-wide analytics infrastructure.
Their data ecosystem involved terabytes of data, moving from source systems to data lakes and data marts, ultimately being visualized on Power BI, Oracle OEE, and Tableau for strategic decision-making.
With an extensive data pipeline handling millions of records across thousands of tables, the client struggled with:
Data inconsistencies due to large-scale migrations.
Lack of real-time validation, leading to errors in BI dashboards.
Inaccurate reporting, causing operational inefficiencies.
Time-consuming manual verification processes impacting productivity.
To address these challenges, the client needed a robust, automated, and scalable data verification framework that could ensure trustworthy data for stakeholders.
Minuscule Technologies implemented an end-to-end automated data integrity validation framework using Tricentis Tosca, ensuring continuous data verification across the entire data pipeline.
Verified data movement from source systems to data lakes and data marts.
Ensured schema validation, record consistency, and completeness checks at each stage.
Enabled continuous integration (CI) for real-time validation at every data refresh cycle.
Ensured seamless data consistency and integrity across multiple environments.
Designed dynamic data validation reports with deep insights into data accuracy and completeness.
Automated real-time report distribution to the data analytics team, enabling swift corrective actions.
Validated millions of records across thousands of tables efficiently.
Optimized data validation workflows to reduce processing time while handling terabytes of data.
Implemented schema validation, row-level verification, and count checks.
Ensured data completeness, duplication checks, and referential integrity across systems.
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99.8% accuracy in data migration validation.
80% decrease in data-related incidents.
70% faster validation process through automation.
100% trust in BI dashboards and reports.
Data analytics teams receive reports instantly.
Eliminated manual data validation, boosting productivity.
With Tosca-powered data validation, we eliminated data inconsistencies, ensured integrity, and delivered real-time insights to empower data-driven decision-making.
Our solution streamlined operations, minimized production issues, and enhanced reporting accuracy, providing unmatched reliability in data analytics.
If your business is facing data integrity challenges, let Minuscule Technologies help you achieve seamless, automated, and trustworthy data validation at scale.
Connect with us today to transform your data validation process.
