Enterprise IT / AI

Data Annotation

EXECUTION STRENGTHMARKET STRENGTHLEADERHIGHFLIEROUTPERFORMERCHALLENGER

What is Data Annotation?

Well-labeled training data is the foundation of AI projects, such as teaching an autonomous car to identify pedestrians and traffic signs or a diagnostic system to differentiate between normal and anomalous medical scans. Companies in this space are streamlining a traditionally human-intensive workflow with AI-assisted labeling platforms.

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Leaders

Leaders are the most established service providers in the market and possess the breadth to address various customer needs.

See why these companies made it as leaders for Data Annotation. These companies include Scale AI and Labelbox.

Scale AI logo
Scale AI

United States / Founded Year: 2016

Scale AI is an API for human labor that allows developers to enter requests for humans to complete menial, repetitive tasks that cannot be done by a computer. With Scale, developers can get information screened for duplicates and mismatches and have user-generated content moderated and categorized.

Known Partners

Flexport, Hesai Tech, Ouster, and 2 more

Key People

Alexandr Wang, Francis Vega, Brad Porter, and 2 more

Labelbox logo
Labelbox

United States / Founded Year: 2017

Labelbox offers a training data platform for machine learning teams to build real-world AI. The platform consists of label editor tools, batch, and real-time labeling workflows, collaboration, quality review, analytics, and an optional, fully managed, and dedicated labeling workforce.

Key People

Manu Sharma, Brian Rieger, Dan Buczaczer, and 2 more

Sama logo
Sama

United States / Founded Year: 2008

Sama provides accurate data for ambitious AI. The company’s training data platform develops accurate machine learning models specializing in image, video and sensor data annotation and validation for machine learning algorithms in industries including transportation, retail and e-commerce, consumer and media, medtech, manufacturing and robotics, and agriculture.

Known Customers

Meta, OrthoGrid Systems

Key People

Wendy Gonzalez, Mark Wolfberg, Colby Moosman, and 1 more

C
CrowdWorks

South Korea / Founded Year: 2017

CrowdWorks is an online crowdsourcing marketplace platform for AI. Freelance workers review the data and add annotations for AI developers, enabling the acquisition and processing of high-quality data for machine learning.

Key People

Minu Park, Daeyoung K., Jeongshik Jang, and 1 more

H
Hive

United States / Founded Year: 2013

Hive is a deep learning company solving visual intelligence challenges through three main pillars of the business: Hive Data, Hive Predict, and Hive Media. Hive Data is a two-sided marketplace for machine learning data labeling. Hive Predict is a set of proprietary visual intelligence models that solve problems like the identification of celebrities and logos. The company's flagship product is Hive Media, through which they are selling television analytics datasets.

Known Partners

Bain & Company

Key People

Kevin Guo, Dmitriy Karpman, Dan Calpin, and 1 more

V7 logo
V7

United Kingdom / Founded Year: 2018

V7 offers a complete toolkit for creating robust computer vision AI, maintaining state-of-the-art performance at every step. The company's Aipoly makes an app for the blind and visually impaired. Aipoly is an app that uses Vision AI to recognize objects in real-time.

Key People

Simon Edwardsson, Marita AM, Alberto Rizzoli

Snorkel AI logo
Snorkel AI

United States / Founded Year: 2019

Snorkel AI develops a system for programmatically building and managing training datasets. The company's platform allows users to develop training datasets.

Key People

Paroma Varma, Henry Ehrenberg, Chris Re, and 1 more

Highfliers

Highfliers are the most innovative service providers in the market and possess the resources to address evolving customer needs.

See why these companies made it as highfliers for Data Annotation. These companies include SuperAnnotate.

SuperAnnotate logo
SuperAnnotate

United States / Founded Year: 2018

SuperAnnotate AI develops an end-to-end platform to annotate, train, and automate AI. The company designs AI-powered image and video annotation software solutions for industries. It serves clients in the Agriculture, Autonomous Driving, Robotics, Aerial Imagery, NLP, Healthcare, Sports, Insurance, and Security industries. SuperAnnotate was founded in 2018 and is based in Sunnyvale, California.

Known Partners

Anolytics

Key People

Tigran Petrosyan, Vahan Petrosyan, Arthur Do

Outperformers

Outperformers are the most specialized service providers in the market and possess the expertise to address unique customer needs.

See why these companies made it as outperformers for Data Annotation. These companies include Super.AI and CloudFactory.

Super.AI logo
Super.AI

United States / Founded Year: 2017

Super.AI is an AI enablement platform that accelerates machine learning projects by using AI and humans to generate, structure, and label any type of data.

Key People

Brad Cordova, Henry Setiawan, Lars Wulfken

CloudFactory logo
CloudFactory

United Kingdom / Founded Year: 2010

CloudFactory creates economic and leadership opportunities for talented people in developing nations. CloudFactory is a distributed labor platform melding human and machine intelligence.

Known Partners

The Network, Datasaur, Dataloop, and 2 more

Key People

Matt Mireles, Mark Sears, Cary Smith

Dataloop logo
Dataloop

Israel / Founded Year: 2017

Dataloop provides an enterprise-grade data platform for vision AI systems in development and in production. Specializing in high volume and complex data, Dataloop helps a wide range of deep learning teams automate their data preparation processes.

Known Customers

CloudFactory

Key People

Avi Yashar, Nir Buschi, Eran Shlomo

Challengers

Challengers are the most promising service providers in the market and possess the agility to address emerging customer needs.

See why these companies made it as challengers for Data Annotation. These companies include Petuum and Defined.ai.

Petuum logo
Petuum

United States / Founded Year: 2016

Petuum is a software infrastructure and ecosystem provider that enables AI for enterprise. Petuum's operating system gives users a single platform to build any Machine Learning or Deep Learning application using large amounts of data, and deploy it at scale on any hardware – such as workstations, datacenters, the internet of things, and edge computing.

Known Partners

Russula

Key People

Hitesh Dholakia, Qirong Ho

Defined.ai logo
Defined.ai

United States / Founded Year: 2015

Defined.ai is a marketplace for AI products. The company offers artificial intelligence products for the needs of companies from the banking, insurance, telecom, and retail industries.

Known Partners

HeroX

Known Customers

Mastercard

Key People

Daniela Braga, Teresa Nascimento, Terence Fitzpatrick, and 1 more

Superb AI logo
Superb AI

United States / Founded Year: 2018

Superb AI uses AI to customize training data for large tech companies. The company's Superb AI Suite is an enterprise SaaS platform built to help ML engineers, product teams, researchers, and data annotators create efficient training data workflows through its filter &search, auto-labeling AI, and ML Ops integration solutions.

Known Partners

Valohai, WhyLabs, Comet, and 1 more

Key People

Moonsu Cha, Jonghyuk Lee, Hyun Kim, and 1 more

What is Data Annotation?

Well-labeled training data is the foundation of AI projects, such as teaching an autonomous car to identify pedestrians and traffic signs or a diagnostic system to differentiate between normal and anomalous medical scans. Companies in this space are streamlining a traditionally human-intensive workflow with AI-assisted labeling platforms.

Selling a product or service?
Reach more buyers.

Your future customers are researching their next tech solution on CB Insights. Make sure they can find you.

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