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Scale AI›
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Physical AI Data Annotation

Scale AI› offers Physical AI Data Annotation

Product
Currently Offered

Scale AI — Physical AI powers next-gen robotics with massive, enriched datasets for physical AI breakthroughs.

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Overview

Scale AI's Data Engine for Physical AI provides best-in-class annotations and human-expert feedback on robotics demonstrations.

The platform unlocks the full potential of robotics data with proven model improvements across autonomous systems and embodied intelligence applications.

Physical AI Data Annotation - Classification

Industry
  • Robotics

Physical AI Data Annotation - Direct Competitors

  • MangoDesk

    MangoDesk logo

    AI Evaluation and Annotation Platform

    mangodesk.com

  • Luel

    Luel logo

    AI Training Data Marketplace

    luel.ai

  • Mecka

    Mecka logo

    EgoVerse

    mecka.ai

  • XDOF

    XDOF logo

    Robotics Data Infrastructure

    xdof.ai

  • Human Archive

    Human Archive logo

    Robotics Training Dataset

    humanarchive.ai

AttributePhysical AI Data AnnotationAI Evaluation and Annotation PlatformAI Training Data MarketplaceEgoVerseRobotics Data InfrastructureRobotics Training Dataset
ProviderScale AIscale.com$1.5B raised · Late Stage PrivateMangoDeskmangodesk.comPre-SeedLuelluel.ai$31.5M raised · SeedMeckamecka.ai$60M raised · Series AXDOFxdof.ai$70M raised · Series DHuman Archivehumanarchive.ai$8.2M raised · Seed
Founded201620252025202420242026
Sells ToEnterpriseEnterpriseEnterprises—Enterprise—
Pricing ModelRecurring, SaaSSaaSTransactional Commission—B2B—
OwnershipEquity, Private Equity, Venture CapitalPrivately HeldPrivate—Venture-backed private company—
Physical AI Data Annotation

Provider Scale AIscale.com$1.5B raised · Late Stage Private

Founded 2016

Sells To Enterprise

Pricing Model Recurring, SaaS

Ownership Equity, Private Equity, Venture Capital

AI Evaluation and Annotation Platform

Provider MangoDeskmangodesk.comPre-Seed

Founded 2025

Sells To Enterprise

Pricing Model SaaS

Ownership Privately Held

AI Training Data Marketplace

Provider Luelluel.ai$31.5M raised · Seed

Founded 2025

Sells To Enterprises

Pricing Model Transactional Commission

Ownership Private

EgoVerse

Provider Meckamecka.ai$60M raised · Series A

Founded 2024

Sells To —

Pricing Model —

Ownership —

Robotics Data Infrastructure

Provider XDOFxdof.ai$70M raised · Series D

Founded 2024

Sells To Enterprise

Pricing Model B2B

Ownership Venture-backed private company

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