Game Changing Data Labeling
is Here

The world’s top AI companies trust Surge AI for their human data needs.

Meet our all-in-one data labeling platform – an elite workforce in 40+ languages, integrated with modern APIs and tools – today.

Get Started

Trusted by the world's top

Surge AI is an all-in-one data labeling platform

Loved by the leading
AI Companies in the world.

Meet our customers

High-quality data is hard.

Surge AI makes it easy.

There's a big difference between James Bond being a bomb at the box office, and the bomb. Machines need rich human intelligence to train them. That’s why the world’s top AI companies turn to us for their data labeling needs.

Ethan Perez

Research Scientist

The biggest game-changer for my research recently has been using Surge Al for human data collection.

With Surge, the workflow for collecting human data now looks closer to "launching a job on a cluster" which is wild to me.

Customer Story

World class data for

World class AI

The best AI responds rapidly to real world developments. What did "delta" mean to any machine 6 months ago? When you need thousands of labels to train new classifiers on the fly, generic workforces using Google Translate just don't cut it — you need sophisticated labelers who understand your problems and the tools to manage them.

That's why we're building next-gen labeling infrastructure. With it, our customers have doubled their ML performance through better datasets alone.

Vivek Raghunathan

Cofounder at Neeva
Former VP Engineering at Google

Huge thanks to the Surge Al team for the incredible work they are doing on human eval.

Customer Story

Advancing the Next Generation of AI

Our human-powered datasets have powered the biggest large language model advances and research papers of the past few years.

Alignment cover. Alignment about constitutional AI. Harmlessness AI feedback

Research cover. Research about discovering language model behaviors

surge ai and google: scaling instruction finetuned language models

Research cover. Research about WebGPT. Improving language models through web browsing

surge ai and anthropic: scalable oversight for large language models

Research cover. Research about Improving Language model behavior by training in a curated dataset

Research cover. Research about GSM8K Solving math world problems

Research cover. Research about improving long story coherence with detailed outline control

surge ai and stanford and nyu: Learning to reason with relational abstractions

Data Labeling Like Never Before

Powerful Labeling Interface

Say goodbye to inefficient spreadsheets. Our rich tools and editors make it simple to create sophisticated labeling projects and easy to understand the results.

Better Data, Faster

Why wait months for subpar data when you can have amazing data in days? Welcome to a new paradigm of labeling efficiency.

20+ Languages

Multilingual needs? We support Arabic, Filipino, French, German, Italian, Japanese, Korean, Mandarin, Russian, Spanish, and 10+ other languages.

Custom Labeling Teams

Your data needs are unique — your labeling team should be too. We’ll put together a custom team of folks specifically suited to the demands of your labeling project and actively manage that team over time.

Elite Workforce

We produce the highest quality data because we have the industry’s highest-skilled labeling team, composed of graduate students from Harvard and Princeton, former employees of Microsoft and Google, and ordinary folks from all walks of life — artists, engineers, full time parents, retirees, and more.

How Anthropic Uses Surge AI’s RLHF Platform

“Anytime it's pro level NLP data labeling for hard problems, it inevitably leads to the team at Surge AI.”

Prem Viswanathan

Director of Machine Learning at Artifact, Professor at CMU

How Surge AI’s Content Moderation Product Helps Twitter Fight Spam

“Anytime it's pro level NLP data labeling for hard problems, it inevitably leads to the team at Surge AI.”

Prem Viswanathan

Director of Machine Learning at Artifact, Professor at CMU

Measuring Homepage Feed Quality with Surge AI

“The biggest game-changer for my research recently has been using Surge AI for human data collection. With Surge, the workflow for collecting human data now looks closer to “launching a job on a cluster” which is wild to me.”

Ethan Perez

Research scientist at Anthropic

Training and Evaluating GPT-3 in Math and Science, Using Surge AI’s STEM Labeling Workforce

"Nobody understands how to generate high-quality human data like Surge AI. Our engineering team was spending 50% of their time managing contractors, after unsuccessfully iterating with other data providers for 18 months, which was a poor use of their time. The Surge AI team came in, redesigned our data collection methods, and doubled the amount of high-quality data for training our models in two weeks. That data gave us the biggest gain in metrics I’ve seen since I joined."

VP of Engineering

Fortune 500 technology company

Mixing the Quantitative with the Qualitative for User and Product Insights

“If you want to do an NLP data collection/labeling process and don't want/need to be managing annotators directly, Surge is remarkably easy to work with and their team does very good work.”

Sam Bowman

Professor at NYU

Running Monthly Human Evaluations for OKRs and Insights

"The Surge AI team are experts at collecting data for training and evaluating large language models. They worked closely with us every step of the way, from helping us understand what types of data we should collect to designing our tasks and guidelines. Their experience and expertise accelerated our timelines for training new human feedback models from 1 year to 1 month."

VP of Product

A unicorn AI startup

Surge AI’s Software Engineering Workforce Trains LLMs to Code

“When I joined our company, one of my first realizations was that low-quality training data was holding our machine learning models back. It was taking our team 6 months to gather datasets to train new models, and our data scientists were saying half the data was unusable due to quality issues. We talked to Surge AI, and in 2 weeks, they replaced a year’s worth of training data. Retraining our models gave us a 63% boost in model AUC – which was larger than our entire team of ML engineers had produced in 2 years.”

Director of Engineering, Trust & Safety

Large social media company

Red Teaming Large Language Models for Trust & Safety, using Surge AI’s Adversarial Human-in-the-Loop Platform

"The data Surge AI produces is worth its weight in gold. I used to work at Google and Facebook, and we’d have accelerated our ML development by years if we’d had something like Surge AI. Their speed and quality has enabled new machine learning products, and they get it all right on the first try, without needing to iterate for months."

CTO

A billion-dollar fintech startup

Search Quality and Search Measurement through Surge AI’s Search Engine Raters

"Huge thanks to Edwin and the Surge Al for the incredible work they are doing on search human eval."

Vivek Raghunathan

Cofounder at Neeva

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Nobody understands how to generate high-quality human data like Surge AI. Our engineering team had been spending 50% of their time managing contractors, after unsuccessfully iterating with other data providers for 18 months. The Surge AI team came in, redesigned our data collection methods, and doubled the amount of high-quality data for training our models in two weeks. That data gave us the biggest gain in metrics we’ve ever seen.

VP of Engineering

Fortune 500 technology company

If you need an NLP data collection process and don't want to be manage annotators directly, Surge is remarkably easy to work with and their team does very good work.

Sam Bowman

Research Scientist at Anthropic
Professor at NYU

The data Surge AI produces is worth its weight in gold. I used to work at Google and Facebook, and we’d have accelerated our ML development by years if we’d had Surge AI. Their speed and quality has enabled new machine learning products, and they get it all right on the first try, without needing to iterate for months.

CTO

Billion-dollar fintech startup

The Surge AI team are experts at collecting data for training large language models. They worked closely with us every step of the way, from helping us understand what types of data we should collect to designing our tasks and guidelines. Their experience and expertise accelerated our timelines for training new human feedback models from 1 year to 1 month.

VP of Product

Unicorn AI startup

The biggest game-changer for my research recently has been using Surge AI for human data collection. With Surge, the workflow for collecting human data now looks closer to “launching a job on a cluster” which is wild to me.

Ethan Perez

Research Scientist at Anthropic

Anytime it's pro level NLP data labeling for hard problems, it inevitably leads to the team at Surge AI.

Prem Viswanathan

Director of Machine Learning at Artifact, Professor at CMU

When I joined our company, one of my first realizations was that low-quality training data was holding our machine learning models back. We talked to Surge AI, and in 2 weeks, they replaced a year’s worth of training data. Retraining our models gave us a 63% boost in model AUC – which was larger than our entire team of ML engineers had produced in 2 years.

Director of Engineering

Trust & Safety at a large social media company

The team at Surge AI understands the unique challenges of training large language models and AI systems. Their human data labeling platform is tailored to provide the unique, high-quality feedback needed for cutting-edge AI work. Surge AI is an excellent partner to us in supporting our technical AI alignment research.

Jared Kaplan

Anthropic Co-Founder

Enterprise
Scale and Security

SOC II

Private, secure, and trusted by the largest AI enterprises.

API & SDK

Integrate directly with our
native APIs.

24/7 Global Support

Leverage first-class tools and an elite workforce together.

Managed Service

Our expert data team partners with you every step of the way.