Data Management

Asset 1transformation


Define overall data transformation , roadmap and plan

Goals – BenefitsEffectiveness

Asset 6extra3


Help develop and maintain body of knowledge for adoption of data assets

Strategy – Architecture -Training – Talent Management


Asset 4extra1

Data Management

Manage end to end data mgmt. lifecycle

  • Standards
  • Best Practices
  • On prem to cloud migration
  • Data Integration
  • Data Services
  • Pipeline Optimization
  • Data Provisioning
Asset 3extra1

Data Governance

Establish robust data governance and controls

  • Policy
  • Data quality management
  • Metadata and Lineage
  • Exceptions and Issue management
  • Automation and process optimization
Asset 2extra1

BI & Analytics

Focus on business outcomes and priorities

  • Dashboarding and reporting
  • Data Science
  • AI/ML
  • Analytics COE
  • Data Apps and products
Asset 1extra1

Operations & Change management

Manage monitor and operate data platforms

  • Configuration and Support
  • Tooling
  • Platform ops
  • Data Ops
  • Release Management
  • Quality Assurance
  • CI/CD
  • Service mgmt.
Asset 5extra3

Data Infrastructure

Security, Compliance, Audit, Compute and Storage, Database Services and Admin

Asset 4extra3

Program Governance

Processes, Procedures, Communication structure, Governance policies

Challenges and Key Drivers

Industrialized, nimble and governed data platforms and advanced analytics capabilities is at the center

Upgrade to Modern Data Architecture to achieve Speed, Flexibility and Innovation

Business Information Architecture