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Top AI and ML Startups for 2022

In 2022, few startup categories saw the same surge in popularity and funding as the AI/ML space. Despite a funding slowdown in the bear market, multiple AI/ML startups have been able to raise impressive rounds from great VC funds The list below includes 25 of the fastest-growing startups in the AI/ML space today. Each of the companies included not only has significant traction but is also backed by top-tier investors and is actively hiring today.

For an in-depth analysis of some of the startups on this list, including a breakdown of the products and how they work, see our reports on Hugging FaceCohere and Scale over at Contrary Research


Additional research contributed by Jane Zhang.

Companies

Cohere

A platform to build machines that understand the world and make them safely accessible to all.
Backed by Index Ventures
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Hugging Face

Hugging Face allows users to build, train, and deploy art models using the reference open source in machine learning.
Backed by Sequoia Capital
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Scale AI

Scale AI is the data platform for AI, providing high quality training data for leading machine learning teams.
Backed by Accel
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Snorkel AI

AI development platform for enterprise.
Backed by Greylock
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Hebbia

Hebbia's neural search lets you execute research 10X faster and 10X more accurately.
Backed by Index Ventures
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Mosaic

Mosaic is making Machine Learning Training efficient with algorithmic methods
Backed by Lux Capital
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Abacus AI

Abacus.AI is a cloud services company that helps organizations design, train, and customize machine and deep learning models.
Backed by Index Ventures
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Aquarium

Aquarium is expertise in making machine learning accessible to its customers that helps to simplify their models by improving datasets.
Backed by Y Combinator
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Modular

Modular is the next-generation AI developer platform unifying the development and deployment of AI for the world.
Backed by Greylock
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Ponder

Ponder provides enterprise-ready tools for rapid, flexible experimentation with data at scale.
Backed by Lightspeed
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Adept

An artificial intelligence technology company whose goal is to create general artificial intelligence.
Backed by Greylock
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Predibase

An alternative to AutoML.
Backed by Greylock
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Arthur AI

Arthur AI is a platform that monitors and improves the performance of machine learning models.
Backed by Index Ventures
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Assembly AI

AssemblyAI is an AI company building a platform of APIs to transcribe and understand audio data.
Backed by Y Combinator
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Robust Intelligence

Robust Intelligence eliminates AI Failures by detecting model vulnerabilities and automatically preventing bad outcomes.
Backed by Sequoia Capital
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Kumo

SaaS AI platform that allows anyone in an organization to tackle predictive problems in business.
Backed by Sequoia Capital
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Infinitus

Infinitus develops voice robotic process automation tools for the health care industry.
Backed by Kleiner Perkins
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Hex

Hex Technologies is a collaborative data software platform for data teams.
Backed by Andreessen Horowitz
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Ambient AI

Ambient.ai integrates computer vision intelligence and camera infrastructure to sensor and prevent security incidents.
Backed by Andreessen Horowitz
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Anyscale

Accelerates the development and productionization of any AI app, on any cloud, at any scale — with Ray.
Backed by Andreessen Horowitz
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Clarity AI

Clarity AI is a sustainability technology platform that uses machine learning to deliver environmental and social insights to investors.
Backed by Founders Fund
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Cresta

Cresta leverages artificial intelligence to help sales and service agents improve the quality of their customer service.
Backed by Andreessen Horowitz
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Primer

Primer develops a text analytics solution designed to automate the analysis of textual data.
Backed by Lux Capital
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Tecton

Tecton provides an enterprise-ready feature store to make machine learning accessible to every company.
Backed by Andreessen Horowitz
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Weights and Biases

Weights & Biases provides a developer-first MLOps platform that offers performance visualization tools for machine learning.
Backed by Insight Partners
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