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Certificate in Transforming Data-driven to Insights-driven Organisations (IDOs)

4 - 6 November 2024
In Person or Live Digital

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Certificate in Transforming Data-driven to IDOs Agendakeyboard_arrow_right

Certificate in Transforming Data-driven to IDOs Agenda

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Certificate in Transforming Data-driven to IDOs Agenda
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Presentation
Day One: Overview of Insights Driven Organization (IDO)

Demystify Buzzwords

  • Web 3.0
  • Blockchain
  • Artificial Intelligence (ML, DL)
  • Metaverse

Digital Transformation & its pillars for an IDO

  • People
  • Processes
  • Technology

Cultural/ People Transformation\Roles & Responsibilities

  • Skills & Competencies
  • Principles, Policies & Processes
  • RACI Matrix

Importance of Visualization

  • portance of Visualization
  • How to build Impactful Data Visualizations
  • The art of storytelling using Visualization
  • Communicating Insights & Effective KPIs
    Presentation
    Day Two: Key Components of a Successful IDO

    Data vs Information Journey

    • Data to Information to Knowledge to Wisdom
    • Information Lifecycle in an organization
    • Plan to Specify to Enable to Create to Maintain to Retrieve to Purge
    • Synergies between Information lifecycle & Software Development Lifecycle (SDLC)

    Role of Data Management in an IDO

    • Various Domains in Data Management
    • Aligning Data Management (DM) with Business Objectives
    • Business Strategy and DM Strategy

    IDO Readiness Assessment

    • Maturity Model (CMMI)
    • Gap Analysis- “As Is” vs “To Be”
    • Data as an Enterprise Asset
    • Data Valuation
    • Replacement Value
    • Industry Value
    • Commercial Value
    • Operational Value

    Data Monetization

    • Increasing Customer Acquisition/ Retention
    • Supplemental Revenue Streams
    • New Line of Business
    • Reduced ongoing Maintenance

    Data Privacy vs Data Security

    • CIA Framework
    • Confidentiality
    • Integrity
    • Availability
    • 4As of Data Security
    • Authentication
    • Authorization
    • Access
    • Audit
      Presentation
      Day Three: IDO Culture Enablement

      Effective Communication of Insights

      • Removing Bias
      • Eliminate Buzzwords
      • Power of 5 Whys (Ishikawa Diagram)
      • How to Evaluate Insights
      • Challenge Data Results

      Role of Data Governance (DG)

      • What is DG?
      • DG Drivers & Issues
      • Types of DG
      • DG Operating Models

      Importance of Ethics- Responsible Data & AI

      • Fairness
      • Reliability
      • Privacy
      • Inclusiveness
      • Transparency
      • Accountability

      Data Driven Insights

      • Pitfalls & Challenges
      • Activity- As groups, strategize & solve a scenariobased case study
      • And in the process, move from general business decisioning to data driven decision making
        Choose Day