Stellar Data
for the top AI companies in the world
Advancing the Next Generation of AI
Our human-powered datasets have powered the biggest AI advances and large language model research of the past few years.
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Ethan Perez
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.
VP of Engineering
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.
Prem Viswanathan
Anytime it's pro level NLP data labeling for hard problems, it inevitably leads to the team at Surge AI.
VP of Product
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.
Sam Bowman
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.
Director of Engineering, Trust & Safety
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.
Vivek Raghunathan
Thanks to Surge AI for the incredible work they are doing on search human eval.
CTO
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.
Testimonials
“The biggest game-changer for my research has been using Surge AI.”
“Nobody understands how to generate high-quality human data like Surge AI.”
“Anytime it’s pro level NLP data labeling for hard problems, it inevitably leads to the team at Surge AI.”
“The Surge AI team are experts at collecting data for training and evaluating large language models.”
“Surge AI is remarkably easy to work with and their team does very good work.”
Professor at NYU
“We talked to Surge AI, and in 2 weeks, they replaced a year’s worth of training data.”
“Thanks to Surge AI for the incredible work they are doing on search human eval.”
“The data Surge AI produces is worth its weight in gold.”
Meet our Customers
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Aenean faucibus nibh et justo cursus id rutrum lorem imperdiet. Nunc ut sem vitae risus tristique posuere.
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique. Duis cursus, mi quis viverra ornare, eros dolor interdum nulla, ut commodo diam libero vitae erat. Aenean faucibus nibh et justo cursus id rutrum lorem imperdiet. Nunc ut sem vitae risus tristique posuere.
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique. Duis cursus, mi quis viverra ornare, eros dolor interdum nulla, ut commodo diam libero vitae erat. Aenean faucibus nibh et justo cursus id rutrum lorem imperdiet. Nunc ut sem vitae risus tristique posuere.
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique. Duis cursus, mi quis viverra ornare, eros dolor interdum nulla, ut commodo diam libero vitae erat. Aenean faucibus nibh et justo cursus id rutrum lorem imperdiet. Nunc ut sem vitae risus tristique posuere.
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique. Duis cursus, mi quis viverra ornare, eros dolor interdum nulla, ut commodo diam libero vitae erat. Aenean faucibus nibh et justo cursus id rutrum lorem imperdiet. Nunc ut sem vitae risus tristique posuere.
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Industry Case Studies
We push the AI landscape forward through game changing data.
How We Built OpenAI's GSM8K Dataset of 8,500 Math Problems
Is Elon right? We labeled 500 Twitter users to measure the amount of Spam
Is Google Search Deteriorating? Measuring Google's Search Quality in 2022
Why Instagram is Losing Gen Z: We Asked 100 Users to Compare TikTok vs. Reels
Moving Beyond Engagement: Optimizing Facebook's Algorithms for Human Values
Human Evaluation of Large Language Models: How Good is Hugging Face's BLOOM?
Data that powers the world.
The world is messy. Data explains the chaos. That’s why the world’s leading news organizations call on us for our expertise.
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.
Welcome to
the world's largest RLHF platform
