Physical AI Data Annotation
Provider 
Founded 2016
Sells To Enterprise
Pricing Model Recurring, SaaS
Ownership Equity, Private Equity, Venture Capital

Scale AI — Physical AI powers next-gen robotics with massive, enriched datasets for physical AI breakthroughs.
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.
| Attribute | Physical AI Data Annotation | AI Evaluation and Annotation Platform | AI Training Data | AI Training Data Marketplace | Datoric Custom Data Collection Programs, Datoric Multimodal and World-Model Datasets, Datoric Robotics Datasets | EgoVerse | Instance | Mercor Platform | Robotics Data Infrastructure | Robotics Training Dataset | Robotics Training Datasets | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Provider | ||||||||||||
| Founded | 2016 | 2025 | 2025 | 2025 | 2025 | 2024 | 2026 | 2023 | 2024 | 2026 | — | |
| Sells To | Enterprise | Enterprise | Enterprises | Enterprises | — | — | — | Enterprise, Small Business | Enterprise | — | B2B | |
| Pricing Model | Recurring, SaaS | SaaS | B2B Subscription | Transactional Commission | B2B | — | — | Recurring, Software | B2B | — | B2B | |
| Ownership | Equity, Private Equity, Venture Capital | Privately Held | — | Private | Venture-backed private company | — | Venture-Backed | Venture Capital | Venture-backed private company | — | Private |
Provider 
Founded 2016
Sells To Enterprise
Pricing Model Recurring, SaaS
Ownership Equity, Private Equity, Venture Capital
Provider 
Founded 2025
Sells To Enterprise
Pricing Model SaaS
Ownership Privately Held
Provider 
Founded 2025
Sells To Enterprises
Pricing Model B2B Subscription
Ownership —
Provider 
Founded 2025
Sells To Enterprises
Pricing Model Transactional Commission
Ownership Private
Provider 
Founded 2025
Sells To —
Pricing Model B2B
Ownership Venture-backed private company
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