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Data Management

Data management has quickly evolved into a strategic imperative for risk management. Crisil works with financial institutions to develop state-of-the-art data management platforms. Starting with the development of a robust data management strategy, we partner with clients to build integrated data architecture and enterprise data management solutions, including advanced risk-data warehouses and repositories, and cutting-edge data analytics tools that generate insights.

Our expertise and focus on data quality, providence, sourcing and validation eliminates inefficiencies and gives Crisil clients the confidence to integrate data analytics into core operational functions and the most critical business, operational and investment decisions.


Solution Components

Data Strategy and Architecture

  • Creating target-state strategic data flows
  • Establishing common processes and guidelines to manage, manipulate and share data
  • Data lifecycle management solution
  • Creating target data lineage and data dictionary artifacts
  • Enterprise-wide data model structure

Data Extraction, Aggregation, Analytics & Reporting

  • Data extraction from different sources (APIs, websites, PDFs, etc.)
  • Platform to facilitate big data analytics and reporting
  • Defining taxonomies to tag- and-group data
  • Data transformations and standardisation
  • Data integration and enrichment

Data Quality Management

  • AI/ML-based data quality measurement and monitoring
  • Accelerators such as data quality control application, data lineage discovery tool
  • Leveraging data and business process understanding to implement data validation rules
  • Performing root cause analysis (RCA)

Data Governance

  • Reviewing governance framework against regulatory requirements
  • Automating compliance reports to enhance real-time monitoring
  • Creating reports and dashboards for oversight
  • Defining data ownership and controls

 


Crisil EDGE

Case Studies

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Global Research and Risk Solutions

Data migration from legacy system to in-house proprietary system for one of the leading US Bank
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Global Research and Risk Solutions

Help a large US Hedge Fund improve Data Quality by using Machine Learning to predict Missing Values in Financial Statements
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Global Research and Risk Solutions

Built a centralized Global Platform to enhance Risk Management and collaboration among units for one of the world’s biggest Investment Banks
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Global Research and Risk Solutions

Automated Risk Analysis and Capital Reporting Application to help a Global Bank meet FINMA Stress-Testing Requirements

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Questions



Looking for high-end research and risk services? Reach out to us at:

 

United States
1-855-595-2100/
+1 646 292 3520

 

United Kingdom
+44 (0) 870 333 6336

India
+91 22 33 42 3000 /
+91 22 61 72 3000 

Related Links

Related Links