The client was handling huge datasets where data quality controls had not been standardized, thus leading to disjointed and unreliable data across business spheres.
From Fragmented to Governed: TestingXperts Transformed Data for a Leading Global Asset Manager
Improved operational accuracy and compliance through an AI-powered data quality assurance framework built on Ataccama ONE.
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A leading global asset management firm partnered with TestingXperts to strengthen its data governance and quality framework. Managing huge datasets across multiple domains, the firm faced recurring issues with accuracy and compliance. TestingXperts implemented an AI-driven data validation framework powered by Ataccama ONE. This helped in improving data accuracy by 60%, accelerated testing cycles by 40%, and cut manual efforts by 50%. This also resulted in transforming fragmented data into a trusted, insight-ready foundation for confident decision making .
Client Overview
The client is one of the largest global asset management firms that focuses on a wide range of investment products through which institutional investors, foundations and high-net-worth individuals invest. The company was handling several domains of data with huge reserves of information. They were experiencing a recurrent problem of data inconsistencies, insufficient visibility, and lack of centralized dashboards to monitor or validate the information.
TestingXperts collaborated with the organization to simplify its data governance system and develop a sustainable, future-oriented framework that would ensure continuous quality assurance with the help of Ataccama ONE.
The Challenge
Unstructured Data Ecosystem
No Visibility into Data Quality
The absence of BI dashboards or validation checks to check completeness, uniqueness, and consistency also meant that it was hard to trust the data to be used to make daily analysis.
Compliance and Governance Gaps
Poor data governance also put the client at risk of compliance and audit problem making it unable to guarantee data integrity and traceability.
Operational Inefficiency
Teams were wasting a lot of time in manual reconciliation and error correction, hence delays in reporting and low productivity.
The TestingXperts Solution
End-to-End Data Quality & Governance Implementation
Established and implemented an entire data quality validation system with Ataccama to track and enhance domain data completeness, uniqueness, and validity.
Automated Data Quality Rules & Monitoring
Configured automated rules and SQL-based validations that triggered instant alerts for failed checks, ensuring faster issue detection and resolution.
Data Quality Dashboard Development
Developed easy-to-use Data Quality dashboards that gave Data Stewards daily visibility into key metrics. This improved monitoring, transparency, and the overall efficiency of governance processes.
Standardized Governance Template
Provided a framework that can be reused and includes best practices in data validation and data quality assurance in all future plans.
Technology Upgrade Recommendation
Proposed an upgrade to the latest Ataccama ONE version featuring enhanced AI functions and data lineage visualization, improving both system scalability and performance.
Key Results Delivered by TestingXperts
30% Boost in Compliance Readiness
High ROI from Data Quality Testing Services
60%
Improvement in Data Accuracy and Consistency
40%
Faster Reporting Cycles
50%
Reduction in Manual Effort
Building a Trusted, AI-Driven Data Governance Ecosystem
Partnering with TestingXperts transformed the client’s scattered data systems into a unified, AI-enabled governance platform. The Ataccama ONE based framework automated quality checks and improved compliance by 30%. Reporting speed increased by 40%, giving leaders faster access to accurate insights. Proactive monitoring and AI-driven validation made the data ecosystem audit-ready and self-sustaining.
The client now operates with higher data trust, agility, and measurable ROI. TestingXperts continues to help enterprises create scalable, future-proof governance systems that drive smarter decisions.
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