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Prospecta Soft Pvt. Ltd
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Prospecta - Data Remediation Software

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Enterprise data remediation is a continuous discipline that keeps data accurate, reliable, and ready for transformation. As organizations modernize ERPs, applications, and analytics platforms, unresolved data issues quickly become bottlenecks to progress. MDO Data Intelligence Workbench (DIW) enables remediation as an intelligent, governed, and scalable capability—empowering enterprises to proactively identify, resolve, and prevent data issues rather than reacting to them after impact.

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How MDO enables intelligent data remediation
Data exploration with DQ Insights

MDO enables teams to explore data issues using real-time Data Quality Insights, pre-defined datasets, and rule frameworks—providing clear visibility into duplicates, gaps, and inconsistencies before remediation begins.

Data cleansing

MDO performs rule-driven data cleansing using MDO Data Intelligence Workbench (DIW), Business Rules, and DAXE to standardize values, correct formats, enrich missing attributes, and remove inconsistencies before data enters remediation and governance flows.

Intelligent remediation with MDO DIW

MDO Data Intelligence Workbench (DIW) drives large-scale, intelligent data remediation through profiling, rule execution, transformation, and match-and-merge, eliminating the need for manual or offline corrections.

Governed remediation execution

All remediation actions flow through governed MDO processes, ensuring fixes are reviewed, approved, and certified using MDO Flows and XFuse—maintaining control, traceability, and compliance.

Exception-based data fixing

Instead of fixing every record manually, MDO highlights only true data exceptions based on rules and impact—allowing compliant data to move forward while teams focus on what truly needs attention.

Closed-loop remediation lifecycle

MDO connects exploration, remediation, and governance into a continuous loop—ensuring data issues are detected early, resolved correctly, and prevented from recurring across systems.