DATA GOVERNANCE

Our data stewards at SGA collaborate with the clients to, standardize, secure and integrate data through appropriate data governance models and strategies. Our perspective ensures the establishment of data-centric views, enterprise-wide data management, and data quality.

Data Stewardship Support

We deliver end-to-end data stewardship ship by collating and reviewing mandatory aspects of data quality requirements and conducting a primary feasibility study in the context of data requirements.

  • Initiate Business Requirement Document (BRD) creation and coordinate with consumers to understand the data use case.
  • Identify Key Data Elements (KDEs), map Physical Data Elements (PDEs) for the defined KDEs, and document thresholds for acceptability.
  • Stakeholder coordination across codification team, data architect, and data producers.
  • BRD review and validation.
  • Codification assistance including review of alignment between a business rule and codified rule, UAT results review, and release approval.

Data Quality Management

We design data quality management processes that adhere to integrity, accuracy, consistency, accountability, transparency, and compliance; disrupt business processes for effective outcomes.

  • Support exception management and remediation, including recurring break incidents
  • Tactical vs. strategic remediation.
  • Coordinate with in-house technology teams, external technology partners, and data producers.
  • Monitor remediation progress and relevant data quality score improvement.
  • Conduct Root Cause Analysis (RCA).
  • Post remediation, monitor improvement in the underlying data quality.
  • Review of data in source applications.
  • Data validation with third-party database.
  • Secondary research to validate exceptions and identifying the right data and source.
  • Treat data using cleansing rules.
  • Create data master and ensure data in golden source complies with regulatory requirements.

Metrics & Dashboarding

We layout sophisticated and accurate performance indicators, key data points to monitor business and extract better information to ramp up efficiency.

  • Strong capabilities in data visualization to create customized & interactive dashboards for senior-level reporting.
  • Draw actionable insights to improve overall data quality.
  • Enhanced RoI measurement.
  • Highlight potential risk areas.

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