# Surge AI
> Surge AI is a data labeling and human intelligence platform designed to provide high-quality training data for large language models. The company specializes in Reinforcement Learning from Human Feedback (RLHF), natural language processing, and providing a 'literate' workforce to evaluate complex AI outputs. Founded by former tech leads from companies like Google and Airbnb, it positions itself as a premium alternative to mass-market data annotation services.
- URL: https://optimly.ai/brand/surge-ai
- Slug: surge-ai
- BAI Score: 62/100
- Archetype: Challenger
- Category: Artificial Intelligence Infrastructure
- Last Analyzed: April 11, 2026
## Competitors
- Labelbox (https://optimly.ai/brand/labelbox)
- Scale AI (https://optimly.ai/brand/scale-ai)
## Buyer Intent Signals
Problems: Manual Crowdsourcing: Hiring large teams of temporary workers via platforms like Amazon Mechanical Turk or Upwork to manually label data. | In-house Data Ops: Building internal proprietary tools and hiring full-time data annotators to manage the pipeline. | Traditional BPO Agencies: Contracting specialized BPO (Business Process Outsourcing) firms in lower-cost regions to handle data processing.
Solutions: best RLHF service providers | data labeling for LLMs | AI training data platform | human in the loop ai services
Comparisons: Surge AI vs Scale AI
---
## Full Details / RAG Data
### Overview
Surge AI is listed in the AI Directory.
Surge AI is a data labeling and human intelligence platform designed to provide high-quality training data for large language models. The company specializes in Reinforcement Learning from Human Feedback (RLHF), natural language processing, and providing a 'literate' workforce to evaluate complex AI outputs. Founded by former tech leads from companies like Google and Airbnb, it positions itself as a premium alternative to mass-market data annotation services.
### Metadata
| Field        | Value |
|--------------|-------|
| Name         | Surge AI |
| Slug         | surge-ai |
| URL          | https://optimly.ai/brand/surge-ai |
| BAI Score    | 62/100 |
| Archetype    | Challenger |
| Category     | Artificial Intelligence Infrastructure |
| Last Analyzed | April 11, 2026 |
| Last Updated | 2026-04-24T16:12:22.367Z |
### Verified Facts
- Founded: 2020
- Headquarters: San Francisco, CA
### Competitors
| Name | Profile |
|------|---------|
| Labelbox | https://optimly.ai/brand/labelbox |
| Scale AI | https://optimly.ai/brand/scale-ai |
### Buyer Intent Signals
#### Problems this brand solves
- Manual Crowdsourcing: Hiring large teams of temporary workers via platforms like Amazon Mechanical Turk or Upwork to manually label data.
- In-house Data Ops: Building internal proprietary tools and hiring full-time data annotators to manage the pipeline.
- Traditional BPO Agencies: Contracting specialized BPO (Business Process Outsourcing) firms in lower-cost regions to handle data processing.
#### Buyers search for
- best RLHF service providers
- data labeling for LLMs
- AI training data platform
- human in the loop ai services
#### Buyers compare
- Surge AI vs Scale AI
### Links
- Canonical page: https://optimly.ai/brand/surge-ai
- JSON endpoint: /brand/surge-ai.json
- LLMs.txt: /brand/surge-ai/llms.txt