Is Scale AI publicly traded?

Scale AI is a private company; its shares do not trade on a public exchange.

When was Scale AI founded and where is it based?

Scale AI was founded in 2016 and is headquartered in San Francisco, California.

What products does Scale AI make?

Scale AI's products in the TECHi Atlas: Scale Data Engine.

Alexandr Wang (Founder, Scale AI).

Enterprise AI and Data Platform

Scale AI

Scale AI sells data labeling and model evals; Meta bought 49% for about $14B and hired away its founder.

The June 2025 Meta deal split Scale AI's story in two. Meta paid roughly $14B for a 49% stake at a $29B valuation, and founder Alexandr Wang left with a group of employees to run Meta's superintelligence effort, leaving Jason Droege as CEO. Google, OpenAI, and xAI then cut or paused their labeling contracts over confidentiality concerns — a predictable outcome of selling half the company to their fiercest rival. Founded in 2016, Scale pivoted its data-engine, evaluation, and government business (including defense work) hard toward enterprises, and reportedly posted a record year at a $1B+ revenue run rate.

Products by Scale AI

Scale Data Engine

Data labeling, RLHF, and evaluation pipelines for training frontier and enterprise AI.

Strategic Product Influence — Editorial 82/100 · version not recorded

Data AI PlatformScale AI

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Alexandr Wang@alexandr_wang

Why it matters

Scale is the cleanest natural experiment in what an AI data business is worth without neutrality. Its original moat was being the trusted vendor to every frontier lab at once; the Meta deal incinerated that on purpose. The arguable read: this was an acqui-hire of Wang priced at $14B, with the stake structured so remaining shareholders got paid for losing the lab business. The record revenue since suggests enterprise and government demand runs deeper than the frontier-lab drama implied.

Core moat

A managed human-expert workforce that can be quality-controlled at scale, plus government accreditations and defense relationships that take years of clearances to win. Frontier-lab proximity is no longer the moat — the Meta deal traded it away.

Risks

The neutrality loss is structural, not reputational — no amount of messaging brings Google or OpenAI back as customers while Meta holds 49%. That leaves Scale concentrated in Meta itself and in government contracts, while rivals absorb the lab spend it surrendered.

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Who runs Scale AI

Alexandr WangFounder, Scale AI

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Frequently asked about Scale AI

What does Scale AI do?: Scale AI sells data labeling and model evals; Meta bought 49% for about $14B and hired away its founder.
Is Scale AI publicly traded?: Scale AI is a private company; its shares do not trade on a public exchange.
When was Scale AI founded and where is it based?: Scale AI was founded in 2016 and is headquartered in San Francisco, California.
What products does Scale AI make?: Scale AI's products in the TECHi Atlas: Scale Data Engine.
Who leads Scale AI?: Alexandr Wang (Founder, Scale AI).
What is Scale AI's competitive advantage?: A managed human-expert workforce that can be quality-controlled at scale, plus government accreditations and defense relationships that take years of clearances to win. Frontier-lab proximity is no longer the moat — the Meta deal traded it away.