Sunbird Obsrv
  • Introduction
    • The Value of Data
    • Data Value Chain
    • Challenges
    • The Solution: Obsrv
  • Core Concepts
    • Obsrv Overview
    • Key Capabilities
    • Datasets
    • Connectors
    • High Level Architecture
    • Tech Stack
    • Monitoring
  • Explore
    • Roadmap
    • Case Studies
      • Agri Climate Advisory
      • Learning Analytics at Population Scale
      • IOT Observations Infra
      • Data Driven Features in Learning Platform
      • Network Observability
      • Fraud Detection
    • Performance Benchmarks
  • Guides
    • Installation
      • AWS Installation Guide
      • Azure Installation Guide
      • GCP Installation Guide
      • OCI Installation Guide
      • Data Center Installation Guide
    • Dataset Management APIs
    • Dataset Management Console
    • Connector APIs
    • Data In & Out APIs
    • Alerts and Notification Channels APIs
    • Developer Guide
    • Example Datasets
    • Connectors Developer Guide
      • SDK Assumptions
      • Required Files
        • metadata.json
        • ui-config.json
        • metrics.yaml
        • alerts.yaml
      • Obsrv Base Setup
      • Dev Requirements
      • Interfaces
        • Stream Interfaces
        • Batch Interfaces
      • Classes
        • ConnectorContext Class
        • ConnectorStats Class
        • ConnectorState Class
        • ErrorData Class
        • MetricData Class
      • Verifying
      • Packaging Guide
      • Reference Implementations
    • Coming Soon!
  • Community
  • Previous Versions
    • SB-5.0 Version
      • Overview
      • USE
        • Release Notes
          • Obsrv 2.0-Beta
          • Obsrv 2.1.0
          • Obsrv 2.2.0
          • Obsrv 2.0.0-GA
          • Obsrv 5.3.0-GA
          • Release V 5.1.0
          • Release V 5.1.2
          • Release V 5.1.3
          • Release V 5.0.0
          • Release V 4.10.0
        • Installation Guide
        • Obsrv 2.0 Installation Guide
          • Getting Started with Obsrv Deployment Using Helm
        • System Requirements
      • LEARN
        • Functional Capabilities
        • Dependencies
        • Product Roadmap
        • Product & Developer Guide
          • Telemetry Service
          • Data Pipeline
          • Data Service
          • Data Product
            • On Demand Druid Exhaust Job
              • Component Diagram
              • ML CSV Reports
              • Folder Struture
          • Report Service
          • Report Configurator
          • Summarisers
      • ENGAGE
        • Discuss
        • Contribute to Obsrv
      • Raise an Issue
  • Release Notes
    • Obsrv 1.1.0 Beta Release
    • Obsrv 1.2.0-RC Release
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  1. Introduction

Data Value Chain

Stages of a Data Value Chain & typical implementation

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Last updated 1 year ago

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The Data Value Chain represents the journey of data from its raw form to actionable insights and strategic decision-making. The data value chain typically encompasses the stages shown in the below diagram:

Efficient management of the Data Value Chain is crucial for all companies seeking to derive maximum value from their data. The figure below shows the typical technology components used in implementing a data value chain.

There is growing demand for a robust data value chain in organizations seeking to extract maximum value from their data…

Stages of Data Value Chain
Typical Technology Components in a Data Value Chain