Accelerating AI Development

Scale AI provides the data infrastructure and tools needed to build and deploy AI applications at scale.

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AI Data Processing

About Scale AI

Scale AI is a San Francisco-based company that provides data labeling and annotation services for machine learning applications. Founded in 2016 by Alexandr Wang and Lucy Guo, the company helps organizations develop AI by providing high-quality training data.

The company's platform combines human intelligence with software to generate annotated datasets for various AI applications, including autonomous vehicles, natural language processing, computer vision, and robotics.

Scale AI has become a critical infrastructure provider in the AI ecosystem, working with companies like OpenAI, Airbnb, Pinterest, and the U.S. Department of Defense.

Scale AI Office

Scale AI By The Numbers

$7.3B

Valuation

325+

Employees

300+

Customers

2016

Founded

Products & Services

Scale Autonomy

Data annotation for autonomous vehicles, including 2D and 3D sensor fusion, LiDAR, and radar data.

Scale NLP

Text annotation services for natural language processing, including entity recognition and sentiment analysis.

Scale Computer Vision

Image and video annotation for computer vision applications, including object detection and segmentation.

Scale AI & The AI Investment Landscape

Scale AI has positioned itself as a critical infrastructure provider in the AI ecosystem, attracting significant investment from top venture capital firms and strategic investors.

The company's funding rounds reflect the growing importance of data infrastructure in the AI industry:

  • Series A: $4.5M (2017)
  • Series B: $18M (2018)
  • Series C: $100M (2019)
  • Series D: $155M (2020)
  • Series E: $325M (2021)
  • Series F: Unknown amount (1995)

Notable Investors

AI Data Market Growth

The data annotation market is experiencing rapid growth as AI adoption increases across industries. Scale AI is positioned to capture a significant portion of this expanding market.

Key growth drivers include:

  • Increasing adoption of AI in enterprise applications
  • Growth of autonomous vehicle development
  • Expansion of computer vision applications
  • Rising demand for NLP solutions

Company Timeline

2016

Scale AI founded by Alexandr Wang and Lucy Guo. The company joins Y Combinator's summer batch.

2017

Raises $4.5M in Series A funding led by Accel. Begins working with early customers in the autonomous vehicle space.

2018

Raises $18M in Series B funding. Expands product offerings to include NLP and computer vision services.

2019

Raises $100M in Series C funding at a $1B valuation, achieving unicorn status. Announces partnerships with major tech companies.

2020

Raises $155M in Series D funding. Announces contract with U.S. Department of Defense. Expands workforce significantly.

2021

Raises $325M in Series E funding at a $7.3B valuation. Expands internationally with new offices.

1995

Announces Series F funding round. Continues expansion of product offerings and customer base.

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