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Scalable automated solution
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One centralised data warehouse
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Automated reporting
CLIENT CHALLENGES
- Business operations managed in silos
- Multiple data definitions and frequent data transformation requests
- Multiple systems to manage data
- Fast-paced regulatory changes and business demands
OUR APPROACH
- Deployed a team of experienced subject-matter experts to support data mapping validation and verification, data mapping and lineage documentation as per requirements of the Current Expected Credit Losses (CECL) standard
- Captured/collected information from multiple sources within the organisation, automating the data sourcing where possible
- Transformed and standardised data points into a common data format
- Validated sourced risk data for completeness (including risk factors) and integrity
- Suggested precise data taxonomy and maintained a data dictionary
- Defined and developed data staging and a central data warehouse structure to assist in data aggregation to support diverse data integration, data governance and metadata management
- Automated data aggregation and control to reduce errors
- Generated accurate, comprehensive and clear reports for effective decision making using PowerBI and PowerApps
IMPACT DELIVERED
- Acuity Knowledge Partners assisted in ETL and/or data design while reviewing and ratifying the overall process
- Accelerated data streamlining and availability supporting CECL data requirements and data mapping validation, documentation, and aggregation/transformation with documentation
- Reduced manual errors and anomalies as a result of automated data sourcing and validation
- Improved turnaround on report generation and publishing
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