...

Scale AI

United States

About Scale AI

Scale AI is a leading provider of data labeling and management solutions, specializing in the training of machine learning models for industries such as autonomous vehicles and large language models (LLMs). Founded in 2016, Scale has rapidly grown to achieve nearly $1 billion in annual recurring revenue (ARR) by 2024, marking a remarkable 162% year-over-year increase in 2023. The company’s innovative platform combines human labor with advanced machine learning techniques, allowing clients to efficiently label vast amounts of data while maintaining high quality.

Scale's core offerings include data labeling services, data management through its Nucleus platform, and workflow automation tools. By leveraging a network of independent contractors in low-cost regions, Scale provides a flexible and scalable solution that outperforms traditional crowdsourcing methods. This unique approach has attracted major clients, including General Motors and the U.S. Department of Defense, and has positioned Scale as a critical player in the AI ecosystem.

With a valuation of $13.8 billion following its latest funding round, Scale is poised for continued growth as it expands its product suite and customer base. The company aims to evolve from a data labeling service to a comprehensive AI software development platform, tapping into the burgeoning $120 billion AI software market. Scale's vision is to empower organizations across various sectors to harness the full potential of their data, driving innovation and efficiency in the AI landscape.

News

Research Reports

Scale AI One-Pager

Scale at $760M ARR

Scale: the $290M/year Mechanical Turk of machine learning

Oscar Beijbom, co-founder and CTO of Nyckel, on the opportunites in the AI/ML tooling market

Scale AI revenue, growth, and valuation

Invisible vs Mercor

Invisible One-Pager

Mercor One-Pager

Bolt.new One-Pager

Invisible at $134M in revenue

/dev/agents One-Pager

Dataiku at $300M/yr

Dataiku One-Pager

LinkedIn for data labelers

H2O.ai One-Pager

Towaki Takikawa, CEO and co-founder of Outerport, on the rise of DevOps for LLMs

Art Levy, Chief Business Officer at Brex, on the strategy of Brex Embedded

Dataiku at $250M ARR

DataRobot One-Pager

Dataiku revenue, growth, and valuation

DataRobot revenue, growth, and valuation

Frequently Asked Questions

How would the investment be structured?

When investment opportunities become available for Scale AI, they would typically be structured through US-based, bankruptcy-remote Delaware SPVs. As an investor, you would become a limited partner in a fund that indirectly holds shares of the company. This page is for expressing interest in future opportunities, not for making actual investments.

Why can't I invest in Scale AI directly?

Direct investment into high-demand private companies like Scale AI often requires $50M+ in capital. Our SPV structure gives you access at lower minimums by pooling capital and investing through intermediaries that already hold equity.

What is the minimum investment amount?

The minimum investment typically starts from $10,000, though it may vary depending on the deal size and available allocations.

When will I receive units for my investment?

Once the SPV is fully funded and the shares are secured, units will be allocated to your account and you'll be notified. This typically takes 2–3 weeks post close date.

What are the exit options or liquidity paths?

Liquidity is not guaranteed. However, exits may occur through the following avenues:
(a) resale through our partner's Alternative Trading System (ATS) after a holding period,
(b) secondary market transactions,
(c) a future IPO of Scale AI or its subsidiaries, or
(d) an acquisition of the company.

What are the risks of investing in Scale AI?

Key risks include equity risk (share value decline) and liquidity risk (limited tradability of private shares). As with any private market investment, capital loss is possible.

What are the tax implications?

Taxation is treated the same as investing in US-listed stocks. Long-term capital gains (after 24 months) are taxed at 12.5%. Short-term gains are taxed as per your income tax slab.

Under which regulatory framework does this investment fall?

All investments are made through SEC-compliant SPVs under Regulation S. The structure is similar to those used by leading US platforms like EquityZen and Forge.

Need More Information?

Have additional questions about this investment opportunity? Our team is here to help.

Request Callback

Funding Rounds

Series F

$14.55 June 1st, 2024

Series E

$9.37 April 30th, 2021

Series D

$4.80 December 31st, 2020

Series C

$1.46 August 31st, 2019

Series B

$0.16 August 31st, 2018

Series A

$0.03 July 31st, 2017

Seed

$0.03 July 31st, 2017

Funding Rounds

Series F

$14.55 June 1st, 2024

Series E

$9.37 April 30th, 2021

Series D

$4.80 December 31st, 2020

Series C

$1.46 August 31st, 2019

Series B

$0.16 August 31st, 2018

Series A

$0.03 July 31st, 2017

Seed

$0.03 July 31st, 2017
Scroll to Top