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Company profile: Scale AI

1.1 - Company Overview

Scale AI Logo

Scale AI

Headquarter: United States
Founded: 20XX🔒
Employees: 100-500🔒

Company description

  • Provider of data platforms and tools to build, test, and optimize AI and Generative AI applications, including data annotation, collection, and curation to improve machine learning models; enterprise GenAI development across models and clouds; expert-driven LLM leaderboards; public sector and automotive data engines; and Donovan, an AI digital staff officer for national security.

Products and services

  • Scale Data Engine: Engineers an enterprise-grade platform for data annotation, collection, and curation, producing high-quality, diverse datasets that improve machine learning models
  • Public Sector Data Engine: Delivers a mission-focused data annotation and curation platform enhancing AI model performance for defense, intelligence, and civilian agencies
  • Scale GenAI Platform: Architects a multi-cloud platform to build, test, and optimize Generative AI applications using enterprise data, supporting various models and cloud environments

Key contacts

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Financial details

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1.2 - Competitors and similar companies to Scale AI

Crossbar Logo

Crossbar

HQ: United States Website
  • Description: Provider of a new class of non-volatile resistive RAM (RRAM) memory technology.
  • Rationale: This competitor operates in a highly similar market segment with overlapping features.
  • Company type: Private company
  • Employees: ●●●●●
  • Total funding raised: $●●●m
  • Backers: ●●●●●●●●●●
  • Acquisitions: ●●
View full Crossbar company profile →
Pinecone Logo

Pinecone

HQ: United States Website
  • Description: Provider of a vector database that connects company data with generative AI models, combining vector search libraries, features such as filtering, and distribution infrastructure to provide reliability at any scale.
  • Rationale: This competitor operates in a highly similar market segment with overlapping features.
  • Company type: Private company
  • Employees: ●●●●●
  • Total funding raised: $●●●m
  • Backers: ●●●●●●●●●●
  • Acquisitions: ●●
View full Pinecone company profile →
Weights & Biases Logo

Weights & Biases

HQ: United States Website
  • Description: Provider of a developer-first MLOps platform offering performance visualization tools for machine learning, helping companies turn deep learning research into deployed software by enabling teams to track models, visualize performance, and automate training and model improvement.
  • Rationale: This competitor operates in a highly similar market segment with overlapping features.
  • Company type: Private company
  • Employees: ●●●●●
  • Total funding raised: $●●●m
  • Backers: ●●●●●●●●●●
  • Acquisitions: ●●
View full Weights & Biases company profile →
Lyrebird Logo

Lyrebird

HQ: Canada Website
  • Description: Provider of next-generation speech synthesis technologies for developers, stemming from several months of research at the MILA lab at the University of Montréal.
  • Rationale: This competitor operates in a highly similar market segment with overlapping features.
  • Company type: Private company
  • Employees: ●●●●●
  • Total funding raised: $●●●m
  • Backers: ●●●●●●●●●●
  • Acquisitions: ●●
View full Lyrebird company profile →
Blaize Logo

Blaize

HQ: United States Website
  • Description: Provider of AI computing platforms and products for the automotive, smart vision, and enterprise computing markets.
  • Rationale: This competitor operates in a highly similar market segment with overlapping features.
  • Company type: Private company
  • Employees: ●●●●●
  • Total funding raised: $●●●m
  • Backers: ●●●●●●●●●●
  • Acquisitions: ●●
View full Blaize company profile →
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2.M&A buyers

2.1 Potential strategic acquirers in the sector

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2.2 - Strategic buyer groups for Scale AI

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Buyer group 1: ████████ ████████

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Key Products: ████████, ████████, ████████, ████████
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Buyer group 2: ████████ ████████

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Description: ████████ ████████ ████████ ████████ ████████ ████████ ████████ ████████ ████████ ████████
Key Products: ████████, ████████, ████████, ████████
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Buyer group 3: ████████ ████████

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Description: ████████ ████████ ████████ ████████ ████████ ████████ ████████ ████████ ████████ ████████
Key Products: ████████, ████████, ████████, ████████
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3. Investors and private equity firms

3.1 - Buyout funds investing in similar companies to Scale AI

2.2 - Growth funds investing in similar companies to Scale AI

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4 - Top valuation comps for Scale AI

4.2 - Public trading comparable groups for Scale AI

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4.3 - M&A Transactions similar to Scale AI

Selected M&A transactions

Date Target Description Buyer(s) Relevance EV EV/Revenue EV/EBITDA
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Frequently Asked Questions

About Scale AI

What does Scale AI do?

Scale AI is a provider of data platforms and tools to build, test, and optimize AI and Generative AI applications, including data annotation, collection, and curation to improve machine learning models; enterprise GenAI development across models and clouds; expert-driven LLM leaderboards; public sector and automotive data engines; and Donovan, an AI digital staff officer for national security.

Who are Scale AI's competitors?

Scale AI's competitors and similar companies include Crossbar, Pinecone, Weights & Biases, Lyrebird, and Blaize.

Where is Scale AI headquartered?

Scale AI is headquartered in United States.

How many employees does Scale AI have?

Scale AI has 1,000 employees 🔒.

When was Scale AI founded?

Scale AI was founded in 2010 🔒.

What sector and industry vertical is Scale AI in?

Scale AI is in the Enterprise Software 🔒 sector and industry

M&A Buyers & Acquirers for Scale AI

Who are the top strategic acquirers in Scale AI's sector and industry

Top strategic M&A buyers and acquirers in Scale AI's sector include ████████, ██████████, ██████, ████████, and ██████████ 🔒.

Which M&A buyer groups are most relevant for Scale AI?

Top strategic M&A buyers groups and sectors for Scale AI include █████████████████ , ████████████████, █████████████, ████████████, and ████████████████ 🔒.

Financial Investors investing in Scale AI's sector and industry vertical

Which are the top PE firms investing in Scale AI's sector and industry vertical?

Top PE firms investing in Scale AI's sector and industry vertical include ████████, ██████████, ████████, and ██████████ 🔒.

Who are the top buyout funds acquiring in Scale AI's sector and industry vertical?

Active PE funds and buyout funds acquiring companies in Scale AI's sector and industry vertical include █████████, ██████████, ████████████, and ████████████ 🔒.

Who are the top growth equity funds investing in companies in Scale AI's sector and industry vertical?

Growth funds and venture capital funds investing in companies similar to Scale AI include █████████, ██████████, ████████████, and ████████████ 🔒.

Valuation benchmarks of companies in Scale AI's sector and industry

Which are the key public companies that are relevant trading comps benchmarks for Scale AI?

The key public trading comparables and valuation benchmarks for Scale AI include █████████, ██████████, ████████████, and ████████████ 🔒.

Which are the key trading comparable groups for Scale AI for public valuation benchmarks?

Our platform tracks detailed public trading comparable groups and valuation benchmarks for Scale AI with complete valuation multiples, growth metrics, and profitability data. Access the full database to benchmark your company against relevant public comparables.

What are recent M&A transactions in Scale AI's sector and industry vertical?

Our platform tracks relevant M&A transactions comparables and valuation benchmarks for Scale AI with complete deal terms, valuation multiples, and strategic rationale. Access the full database to benchmark pricing and identify active acquirers.

What are recent capital raises and funding rounds in Scale AI's' sector and industry vertical?

Access recent funding rounds and capital raises in Scale AI's sector and industry vertical including growth equity, venture capital, and buyout investments. Our database includes round size, lead investors and valuations.

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