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Case Study

Leading American Bank Improves Regulatory Data Accuracy by 75%

Driving faster insights, operational efficiency, and regulatory compliance through deep Snowflake integration and AI-powered data quality with DQLabs.

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Leading American Bank Improves Regulatory Data Accuracy by 75%

Challenges

  • Fragmented data landscape across multiple systems including Snowflake, causing inconsistencies
  • Manual, reactive data quality processes delaying insight generation and increasing risk
  • Limited real-time visibility into critical data pipelines impacting proactive issue resolution
  • Complex regulatory requirements demanding high data accuracy and completeness

Solution

  • Native Snowflake connector enabling seamless profiling and monitoring of key banking datasets
  • Integration with dbt providing automated data quality checks within transformation pipelines
  • Advanced profiling with granular attribute-level insights and anomaly detection
  • Role-based access governance combined with out-of-the-box dashboards for broad observability

Results

  • 40% faster time-to-insight for business and analytics teams
  • Over 60% reduction in manual data issue triage through automation and anomaly detection
  • 75% improvement in regulatory data accuracy, enhancing compliance posture
  • 20% boost in customer satisfaction linked to reliable, timely customer data

Industry

Banking & Financial Services

Solutions

Data Quality

Technologies

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