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Labelbox vs Scale AI

Labelbox and Scale AI are both classified in the Enterprise Software sector on Brel. Both companies are based in United States. Scale AI focuses on scale Data Engine, Scale GenAI Platform, Scale Donovan (defense AI operating system), and Scale SEAL (Safety, Evaluation, and Alignment Lab)..

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Labelbox Company · AI in Enterprise Software
Scale AI Company · AI in Enterprise Software
Labelbox Company · United States Scale AI Company · United States

Labelbox

Labelbox is a Enterprise Software AI company on Brel, based in United States.

AI in Enterprise Software · United States

Scale AI

Scale AI is a Enterprise Software AI company on Brel, based in United States, founded in 2016. Verified focus: Scale Data Engine, Scale GenAI Platform, Scale Donovan (defense AI operating system), and Scale SEAL (Safety, Evaluation, and Alignment Lab).

AI in Enterprise Software · United States

Compare intelligence across Sector Technologies Use cases Capabilities Industries served

Key differences

Sector
Same — Enterprise Software
Country
Same — United States
Founded
Labelbox —
Scale AI 2016
Product summary
Labelbox Labelbox Platform
Scale AI Scale Data Engine, Scale GenAI Platform, Scale Donovan (defense AI operating system), and Scale SEAL (Safety, Evaluation, and Alignment Lab).
Target customer
Labelbox AI teams building supervised learning datasets at scale.
Scale AI Frontier AI research laboratories, autonomous vehicle developers, United States defense agencies, and enterprise IT leaders fine-tuning proprietary models.
Technologies
Labelbox Computer Vision, Generative AI, Machine Learning, Natural Language Processing
Scale AI Automation, Generative AI, HR AI, Large Language Models, Machine Learning, MLOps, Supply Chain AI, Workflow Automation
Use cases
Labelbox —
Scale AI Recruiting & Talent, Supply Chain Visibility
Capabilities
Labelbox Data labeling and training data platform for computer vision, NLP, and multimodal AI datasets, documented on labelbox.com.
Scale AI • Scale Data Engine for computer vision, LiDAR, and text, • Scale GenAI Enterprise Platform with custom fine-tuning pipelines, • Scale Donovan defense workspace for classified intelligence, • SEAL (Safety, Evaluation, and Alignment Lab) public leaderboards
Industries served
Same — AI in Enterprise Software
Verification
Same — verified

Where they overlap

Sectors

  • Enterprise Software

Technologies

  • Generative AI
  • Machine Learning

Industries

  • AI in Enterprise Software

Where they differ

Dimension Labelbox Scale AI
Technologies Computer Vision, Natural Language Processing Automation, HR AI, Large Language Models, MLOps, Supply Chain AI, Workflow Automation
Capabilities Data labeling and training data platform for computer vision, NLP, and multimodal AI datasets, documented on labelbox.com. • Scale Data Engine for computer vision, LiDAR, and text, • Scale GenAI Enterprise Platform with custom fine-tuning pipelines, • Scale Donovan defense workspace for classified intelligence, • SEAL (Safety, Evaluation, and Alignment Lab) public leaderboards
Use cases — Recruiting & Talent, Supply Chain Visibility

Overview

Attribute Labelbox Scale AI
Sector Enterprise Software Enterprise Software
Country United States United States
Founded — 2016
Website https://www.labelbox.com https://scale.com

Capabilities

Attribute Labelbox Scale AI
Capabilities Data labeling and training data platform for computer vision, NLP, and multimodal AI datasets, documented on labelbox.com. • Scale Data Engine for computer vision, LiDAR, and text, • Scale GenAI Enterprise Platform with custom fine-tuning pipelines, • Scale Donovan defense workspace for classified intelligence, • SEAL (Safety, Evaluation, and Alignment Lab) public leaderboards
Product summary Labelbox Platform Scale Data Engine, Scale GenAI Platform, Scale Donovan (defense AI operating system), and Scale SEAL (Safety, Evaluation, and Alignment Lab).
Target customer AI teams building supervised learning datasets at scale. Frontier AI research laboratories, autonomous vehicle developers, United States defense agencies, and enterprise IT leaders fine-tuning proprietary models.

Technology

Attribute Labelbox Scale AI
Technologies Computer Vision, Generative AI, Machine Learning, Natural Language Processing Automation, Generative AI, HR AI, Large Language Models, Machine Learning, MLOps, Supply Chain AI, Workflow Automation

Industries & use cases

Attribute Labelbox Scale AI
Industries served AI in Enterprise Software AI in Enterprise Software
Use cases — Recruiting & Talent, Supply Chain Visibility

Company

Attribute Labelbox Scale AI
Why it matters — Scale AI is the critical data foundry and evaluation infrastructure of the artificial intelligence ecosystem, powering RLHF alignment and generative data pipelines for frontier labs and defense programs.
Founders (profile meta) — Alexandr Wang, Lucy Guo
Linked products Labelbox Platform Scale AI — Enterprise AI platform

Trust

Attribute Labelbox Scale AI
Verification verified verified
Last reviewed Aug 2026 Aug 2026

Sources & verification

Labelbox
Verification
verified
Last reviewed
Aug 2026
Profile
Open profile
Scale AI
Verification
verified
Last reviewed
Aug 2026
Profile
Open profile

Related knowledge Enterprise AI: Operating Models, Platforms, and Adoption Controls · Computer Vision: Tasks, Metrics, Architectures, and Deployment · Generative AI: Modalities, Control, Evaluation, and Safety · Machine Learning: Algorithms, Training, Evaluation, and Production Systems

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