What we do > Data Modernization

Data Modernization Services

SGAs data modernization services offer in-depth domain knowledge and understanding of the underlying data with expertise in technology, data analytics, and automation

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Modernize Your Data With Our Data Modernization Services

We at SGA provide a data ecosystem that is leaner, agile, and adaptive, thereby empowering our clients to be ready for data 2.0. Our data modernization services ensure the availability and integrity of data by integrating a combination of automated and manual processes to deliver maximum value. We help clients understand the potential risks associated with data and develop effective data strategies and internal controls to avoid such risks  

Building a modern data ecosystem with expert data modernization solutions  

By employing our data modernization strategy, we assist clients in reducing operational costs by effectively deploying people, processes, and technology. We are a partner of choice for financial institutions, corporations, data providers, stock exchanges, and buy-side and sell-side firms. 

Data Modernization Services & Strategy

What we offer

Our services ensure the availability and integrity of data by employing a combination of automated and manual processes to deliver maximum value.  

Data Sourcing and Analysis  

We enable effective data aggregation by implementing robust rules and controls  

  • Data extraction from various internal and external sources of structured and unstructured data  
  • Data cleansing and standardization
  • Data reconciliation and review
  • Identify and establish relevant links within databases for consistency  

Data Management and Maintenance  

Deep expertise in advanced data engineering solutions, including the creation of data masters/lakes and warehouses  

  • Master data management  
  • Automate data ingestion into warehouses/data lakes
  • Data pipeline automation across structured and unstructured data
  • Implement flexible and scalable processes across on-prem and cloud platforms (AWS and Azure) 

Data Distribution  

Provide an effective data distribution solution to meet downstream user needs  

  • Data distribution pipelines based on downstream user needs  
  • Implement effective controls to prevent unauthorized data access
  • Ensuring the availability and integrity of data for the downstream systems  

Data Visualization  

Adept at converting big data into insightful visualizations  

  • Enterprise performance reporting and dashboarding suites  
  • AI-driven NLG models for auto insights generation
  • Interactive and intelligent dashboards based on needs
  • Enable self-service analytics visualizations  

We assist clients in understanding the risks associated with data and developing effective data strategies and internal controls.  


  • End-to-end data governance assessment 
  • Quality framework and data governance organization
  • Develop a standard data quality management operating model for identification, investigation, and resolution of data quality issues
  • Assist in meeting various regulations, such as HIPAA and GDPR  

Glossary and Supply Chain Management  

  • Build and maintain data catalog and conceptual metadata  
  • Data lineage services
  • Business glossary, data dictionary, and business rules
  • Periodic review of policies, standards, guidelines, and procedures 

Data Stewardship Support  

  • Define critical data elements and identify inconsistencies
  • Reconcile data sources to identify data issues
  • Monitor quality thresholds and identify data anomalies  

Data Quality Management  

  • Issue remediation by working with source owners
  • Support exception management and remediation  
  • Own remediation progress and quality score improvement 

We assist our clients in reducing operational costs through the effective deployment of people, processes, and technology.  

Client Data

Experience in handling the client data lifecycle 

  • Client and SSI data setup  

  • New client onboarding and ongoing due diligence  

  • Client screening and risk assessment  

  • Remediation program support

Business Data  

Exposure to managing both internal and external trade data  

  • Product and pricing data setup across asset classes  

  • Trade reconciliation and break resolution  

  • Data extraction from legal/internal docs  

Regulatory Data  

Support clients in today’s ever-changing regulatory landscape 

  • Reconciliation and exception management 

  • Regulatory reporting support  

  • Data management and lineage  

Service Desk  

Design and support the global helpdesk to receive and handle helpdesk tickets  

  • Provide L1 and L2 level helpdesk support  

  • Deploy a “Follow the Sun” model of availability  

  • Establish intelligent routing based on the nature of requests  


End-to-End Data Modernization Solutions

Our data experts are adept at managing data and diverse datasets across data formats and sources by deploying manual automation and technological means.

Value-added Insights

We deliver actionable and value-added insights that help clients further enhance data quality and related workflows while bringing efficiencies to existing processes

Deliver Non-Linear Business Impact

We augment our large-scale data management capabilities with our data analytics expertise to generate non-linear business impact for clients

Who we work with


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We combine content and context to provide customized and comprehensive data modernization solutions to our clients.