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Data Engineering Services

Data is increasingly becoming central to companies, helping them make quantitative decisions. But with the increasing amount of data being generated across business units, and the heightened regulatory scrutiny, proper data management is the need of the hour. Crisil’s team of data analysts help our clients define a robust, integrated data management strategy, create golden data repositories, transition to strategic data platforms, and analyse data to derive meaningful insights for better decision making. Our data analysts possess deep industry knowledge, strong technology skillset, and understanding of the complex regulatory environment to assist our clients in preparing for the future with a unified strategy that minimizes costs and ensures pertinent regulatory compliance.

 

 

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

Support to a UK based Hedge Fund in analytical projects, leveraging public and third party data, cloud platforms such as AWS
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Global Research and Risk Solutions

Centralized Global Platform for closer collaboration between treasury and business units and efficient management of risks for one of the top sell side global Investment Bank
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Global Research and Risk Solutions

Analytics on Alternative Transaction Level Data for a US based Research Firm
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Global Research and Risk Solutions

Automated Data Lineage Generation for Risk Models for a Multinational Banking and Financial Services Corporation
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Global Research and Risk Solutions

Migration of cross asset digital banking system to cloud-based industry solutions
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Global Research and Risk Solutions

Risk Analysis and Capital Reporting Application to automate the data collection process, calculation, production and submission of routine regulatory reports
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Global Research and Risk Solutions

Systematically analyze SEC filings to feed insights into portfolio and risk management models using Natural language processing (NLP) for a UK based Buy-side Firm
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Global Research and Risk Solutions

Data Standardization and Measuring Data Quality Assessment for large scale migration from legacy risk management systems to a strategic system for one of the leading US Bank
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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

Predicting missing values for various financial datasets through machine learning for consistency and better model predictive power for a US-based Quantitative Hedge Fund
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Global Research and Risk Solutions

Insights from quarterly earnings call transcripts using Natural language processing (NLP) to generate signals and insights for the airlines sector for a US based Investment Bank

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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 

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