Surge AI
Category: Data Labeling / Synthetic Data
A data labeling platform providing high-quality, human-powered data to train and evaluate advanced AI models. Surge AI was founded in 2020. The company is led by Edwin Chen. Based in San Francisco, CA, USA. Team size: 101-500. Total funding raised: $0 (Bootstrapped). Latest round: Bootstrapped. Key investors include None (Bootstrapped).
- Founded
- 2020
- Headquarters
- San Francisco, CA, USA
- Team size
- 101-500
- Total funding
- $0 (Bootstrapped)
Value proposition
Delivering superior data quality for complex AI tasks through a highly skilled and vetted global human workforce, particularly for RLHF and model evaluation.
Products and solutions
Reinforcement Learning from Human Feedback (RLHF), Data Labeling & Annotation (for text, image, video, and audio), Model Evaluation & Testing, Content Generation
Unique value
Their focus on an elite, highly-educated global workforce (including domain experts and PhDs) for nuanced and complex data tasks, distinguishing them from purely crowdsourced or automated approaches.
Target customer
Leading AI companies, research labs, and Fortune 500 enterprises developing generative AI and other complex models.
Industries served
Technology (AI/ML Development), E-commerce, Finance, Autonomous Vehicles, Social Media
Technology advantage
A proprietary platform for managing complex annotation workflows, ensuring multi-layered quality assurance, and efficiently routing tasks to a specialized human workforce. Deep expertise in data requirements for generative AI and LLMs.
How they differentiate
Surge positions itself as the premium provider for data quality and human intelligence, especially for nuanced language and generative AI tasks. This contrasts with competitors who may focus more on scale, automation, or a broader suite of tools.
Main competitors
Scale AI, Appen, Labelbox
Key partnerships
Not publicly disclosed
Notable customers
Google, Meta, Anthropic, Cohere, Microsoft, Salesforce, Stability AI
Major milestones
Named to the Forbes AI 50 list (2023). Reached $1B+ revenue in 2024 as a bootstrapped company. Established as a critical data partner for many of the world's leading large language model developers.
Growth metrics
Not publicly disclosed
Market positioning
A high-end, quality-focused leader in human-in-the-loop data for advanced AI.
Geographic focus
Global. While headquartered in the US, they compete for international clients and utilize a global workforce.
Patents and IP
Not publicly disclosed
About Edwin Chen
Edwin Chen is the Founder and CEO of Surge AI. He has an extensive background in AI and data science, having held leadership roles at major tech companies including Google, Facebook, Twitter, and Dropbox. At Facebook, he was in charge of ads auction and delivery, and at Dropbox, he led the machine learning team for growth. His expertise lies in building and scaling AI systems, particularly in the areas of data labeling, reinforcement learning, and large language models. He founded Surge AI in 2020 to provide high-quality data labeling and reinforcement learning with human feedback (RLHF) to address the challenges of building and evaluating advanced AI models.
Official website: https://www.surgehq.ai/