Surge AI

Surge AI

Delivers high-quality AI training data

Overview

Surge AI provides high-quality training and evaluation data for AI models. It creates human-annotated datasets, preference data, and reinforcement learning from human feedback (RLHF) to help developers of large language models and other machine learning systems improve accuracy, alignment, and real-world performance, especially for advanced generative AI tasks. The company targets the high end of the data labeling market by prioritizing quality, scalability, and the ability to handle complex, model-critical labeling rather than simple commodity annotations. Its goal is to support better-performing, safer, and more reliable AI systems by delivering data that directly feeds model training and evaluation.

About Surge AI

Simplify's Rating
Why Surge AI is rated
B-
Rated B on Competitive Edge
Rated B on Growth Potential
Rated C on Differentiation

Industries

Data & Analytics

AI & Machine Learning

Company Size

201-500

Company Stage

N/A

Total Funding

N/A

Headquarters

San Francisco, California

Founded

2020

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Simplify's Take

What believers are saying

  • OpenAI, Google, Anthropic, and Microsoft are already reported customers.
  • Scale AI’s Meta ties are pushing buyers toward independent vendors.
  • A first external raise can fund brand, hiring, and enterprise expansion.

What critics are saying

  • Scale AI can bundle compute and labeling to squeeze Surge’s pricing.
  • Customer concentration among frontier labs creates outsized revenue shock risk.
  • Quality or confidentiality failures would damage trust for years.

What makes Surge AI unique

  • Surge targets frontier labs with premium RLHF and evaluation workflows.
  • It emphasizes expert annotators for complex, model-critical tasks.
  • The company is reportedly bootstrapped and profitable, unlike Scale AI.

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Growth & Insights and Company News

Headcount

6 month growth

-1%

1 year growth

5%

2 year growth

0%
Surge AI
Jun 8th, 2022
Surgehq launches chatbot labeling tools

Surgehq is releasing new chatbot labeling tools that integrate directly with its data labeling workforce.

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