target audience: TECH BUYER  Publication date: Nov 2023 - Document type: IDC MarketScape - Doc  Document number: # US50010523

IDC MarketScape: Worldwide Data Labeling Software 2023 Vendor Assessment

By:  Kathy Lange

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Content

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Table of Contents


  • IDC MarketScape Figure

    • Figure: IDC MarketScape Worldwide Data Labeling Software Vendor Assessment

  • IDC Opinion

    • Overview

    • Data Labeling Within the Artificial Intelligence and Machine Learning Life Cycle

    • Figure: Artificial Intelligence and Machine Learning Life Cycle

    • A Typical Human-Centered Data Labeling Process

    • Challenges of Data Labeling

  • IDC MarketScape Vendor Inclusion Criteria

  • Advice for Technology Buyers

    • Scope Your Data Labeling Project Completely

    • Focus on Effective Training of Data Labelers

    • Evaluate your Data Quality and Accuracy Needs

    • Choose the Right Vendor for Your Needs

  • Vendor Summary Profiles

    • Appen

    • Strengths

    • Challenges

    • Consider Appen When

    • AWS

    • Strengths

    • Challenges

    • Consider AWS When

    • iMerit

    • Strengths

    • Challenges

    • Consider iMerit When

    • Sama

    • Strengths

    • Challenges

    • Consider Sama When

    • Scale

    • Strengths

    • Challenges

    • Consider Scale When

    • Snorkel AI

    • Strengths

    • Challenges

    • Consider Snorkel AI When

    • Superb AI

    • Strengths

    • Challenges

    • Consider Superb AI When

    • TELUS International

    • Strengths

    • Challenges

    • Consider TELUS International When

    • V7

    • Strengths

    • Challenges

    • Consider V7 When

    • Watchful

    • Strengths

    • Challenges

    • Consider Watchful When

    • Vendors to Watch

    • Akridata

    • H2O.ai

  • Appendix

    • Reading an IDC MarketScape Graph

    • IDC MarketScape Methodology

    • Market Definition

    • Data Labeling Software

    • Strategies and Capabilities Criteria

    • Table: Key Strategy Measures for Success: Worldwide Data Labeling Software

    • Table: Key Capability Measures for Success: Worldwide Data Labeling Software

  • Learn More

    • Related Research

    • Synopsis