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Q4 2022


ARTIFICIAL INTELLIGENCE & MACHINE LEARNING REPORT

March 29, 2023

Download report
Fill out the form to download a preview of this report. The full report is
available through the PitchBook Platform.

Riding the AI and machine learning new wave

A seemingly endless rush of AI product announcements and startup funding rounds
for consumer products was triggered when OpenAI’s ChatGPT caught mainstream
attention. Players like Google and Microsoft are betting big on the vertical’s
future to transform professions like journalism, healthcare, and coding. But how
the user experience and business value of these tools shake out will determine
whether this new wave of AI and machine learning will be any different.

Our Q4 2022 Artificial Intelligence & Machine Learning Report examines the
vertical and its various segments, laying out the key players and outstanding
opportunities for investors.

Key takeaways:
 
 * Q4 saw $14.6 billion in capital raised across 1,405 deals, a minor 4.9%
   decrease from the previous quarter. 2022 saw $78 billion raised across 6,727
   deals total, a decrease of 13.2% from 2021’s deal count.

 
 * Exit value ticked up to $7 billion in Q4, an increase from Q3, but still the
   second lowest exit value since Q2 2020.

 
 * Emerging opportunities include startups creating foundation models to train
   AI, generative audio studios that have attracted interest from Apple and
   Spotify, and intelligent process automation software that AI can use to
   complete workflows.


Table of contents

Vertical overview 3 Q4 2022 timeline 4 AI & ML landscape 5 AI & ML VC ecosystem
market map 6 VC activity 7 Emerging opportunities 15        Foundation models 16
       Generative audio 19        Intelligent process automation 22 Select
company highlights 25        Databricks 26        DataRobot 28

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