• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia
ConferencesBrainstorm AI

What investors look for when deciding to back an A.I. startup

By
Alyssa Newcomb
Alyssa Newcomb
Down Arrow Button Icon
By
Alyssa Newcomb
Alyssa Newcomb
Down Arrow Button Icon
November 9, 2021, 12:00 PM ET

The demand for artificial intelligence that can help solve real-world problems is only continuing to grow, and consequently, investors are receiving more pitches from startups claiming to be the next big thing.

Global revenue for A.I. is expected to grow 16.5% this year and by 2024, will break the $500 billion mark, according to IDC.

At Fortune Brainstorm A.I. in Boston on Tuesday, Sunil Dhaliwal, founder and general partner of Amplify and Reed Sturtevant, general partner on the investment team at The Engine, shared what they look for when deciding whether to back an A.I. startup. 

For Dhaliwal, the “best companies” have founders who have the technical, academic background and also a deep curiosity about the world and the problem they’re trying to solve.

“Who brings those two things together? That’s what most customers need. They don’t need one of the other. They need both,” Dhaliwal said.

He shared the example of one of his portfolio companies, Covariant, which was started by a team of scientists from Berkeley, and Open A.I., which brought expertise in deep reinforcement learning and robotics.

“[They are] creating systems that allow logistics companies, manufacturers, people in the e-commerce fulfillment business to solve their biggest problems, which are human problems…people need to turn to robotics to solve those problems,” he said.

Sturtevant said he looks to academic research to help identify opportunities. Often times, he said researchers can be so “underwater” that they might not necessarily be at the place where they’ve decided whether to turn their academic work into a company. 

While Dhaliwal said he doesn’t want to be in the position to help guide founders toward the problem they should be solving, Sturtevant said he has helped companies in this area.

“We do spend a lot of time helping these technical founders who are CEOs think about what’s the pull, why do people care,” he said.

Dhaliwal also shared one major pet peeve.

“I get most concerned when people are coming and pitching breakthroughs….or people who are wisely marrying A.I. with business application and it’s clear there’s nothing under the hood,” he said. “The reality is A.I. breakthroughs are few and far between.” 

More tech coverage from Fortune:

  • Warning: Hot gaming consoles and iPhone 13 are in short supply this holiday season
  • Ethical leadership requires 6 qualities—and Mark Zuckerberg lacks two of them, argues a management expert from NYU
  • Air purifiers and CO2 monitors are the new pencil and paper in classrooms
  • What scooter company Bird has planned after its public debut and a rocky 2020
  • Last year, advertisers boycotted Facebook over hate speech. Today, they’re silent

Subscribe to Fortune Daily to get essential business stories straight to your inbox each morning.

About the Author
By Alyssa Newcomb
See full bioRight Arrow Button Icon

Latest from our Conferences

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025

Most Popular

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Fortune Secondary Logo
Rankings
  • 100 Best Companies
  • Fortune 500
  • Global 500
  • Fortune 500 Europe
  • Most Powerful Women
  • Future 50
  • World’s Most Admired Companies
  • See All Rankings
Sections
  • Finance
  • Fortune Crypto
  • Features
  • Leadership
  • Health
  • Commentary
  • Success
  • Retail
  • Mpw
  • Tech
  • Lifestyle
  • CEO Initiative
  • Asia
  • Politics
  • Conferences
  • Europe
  • Newsletters
  • Personal Finance
  • Environment
  • Magazine
  • Education
Customer Support
  • Frequently Asked Questions
  • Customer Service Portal
  • Privacy Policy
  • Terms Of Use
  • Single Issues For Purchase
  • International Print
Commercial Services
  • Advertising
  • Fortune Brand Studio
  • Fortune Analytics
  • Fortune Conferences
  • Business Development
  • Group Subscriptions
About Us
  • About Us
  • Editorial Calendar
  • Press Center
  • Work At Fortune
  • Diversity And Inclusion
  • Terms And Conditions
  • Site Map
  • About Us
  • Editorial Calendar
  • Press Center
  • Work At Fortune
  • Diversity And Inclusion
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • Pinterest icon

Latest from our Conferences

Fortune Brainstorm Tech 2026 livestream
ConferencesBrainstorm Tech
Fortune Brainstorm Tech 2026 livestream
By Fortune EditorsMarch 23, 2026
20 days ago
Fortune COO Summit 2026 livestream
ConferencesCOO Summit
Fortune COO Summit 2026 livestream
By Fortune EditorsMarch 23, 2026
20 days ago
Fortune Workplace Innovation Summit logo
ConferencesWorkplace Innovation Summit
Fortune Workplace Innovation Summit 2026 livestream
By Fortune EditorsMarch 23, 2026
20 days ago
Backflips are easy, stairs are hard: Robots still struggle with simple human movements, experts say
InnovationBrainstorm AI
Backflips are easy, stairs are hard: Robots still struggle with simple human movements, experts say
By Nicholas GordonDecember 11, 2025
4 months ago
Exelon CEO: The ‘warning lights are on’ for U.S. electric grid resilience and utility prices amid AI demand surge
ConferencesBrainstorm AI
Exelon CEO: The ‘warning lights are on’ for U.S. electric grid resilience and utility prices amid AI demand surge
By Jordan BlumDecember 9, 2025
4 months ago
AI’s reliance on patterns can lead to ‘somewhat mediocre’ results, warns CEO of design consultancy IDEO
AIBrainstorm Design
AI’s reliance on patterns can lead to ‘somewhat mediocre’ results, warns CEO of design consultancy IDEO
By Andrew StaplesDecember 9, 2025
4 months ago

Most Popular

'This is the last warning.' Iran threatens U.S. warships after they throw down the gauntlet for winner-take-all Strait of Hormuz
Politics
'This is the last warning.' Iran threatens U.S. warships after they throw down the gauntlet for winner-take-all Strait of Hormuz
By Fortune EditorsApril 11, 2026
15 hours ago
Palantir CEO says AI ‘will destroy’ humanities jobs but there will be ‘more than enough jobs’ for people with vocational training
Future of Work
Palantir CEO says AI ‘will destroy’ humanities jobs but there will be ‘more than enough jobs’ for people with vocational training
By Fortune EditorsApril 11, 2026
1 day ago
The 'affordability economy' has created a housing market nobody predicted: Prices collapsing in the Sun Belt, soaring in the Rust Belt
Real Estate
The 'affordability economy' has created a housing market nobody predicted: Prices collapsing in the Sun Belt, soaring in the Rust Belt
By Fortune EditorsApril 11, 2026
1 day ago
Warren Buffett says 'accumulating great amounts of money' doesn’t achieve greatness—He still lives in a $31,500 Nebraska home and clipped coupons
Success
Warren Buffett says 'accumulating great amounts of money' doesn’t achieve greatness—He still lives in a $31,500 Nebraska home and clipped coupons
By Fortune EditorsApril 11, 2026
1 day ago
Navy tests Hormuz blockade as expert says U.S. military prepares for round 2 and could degrade Iran's hold over the strait to a 'manageable level'
Politics
Navy tests Hormuz blockade as expert says U.S. military prepares for round 2 and could degrade Iran's hold over the strait to a 'manageable level'
By Fortune EditorsApril 11, 2026
20 hours ago
2 years ago, Saudi Arabia quietly canceled the ‘petrodollar’ deal with America that wired the world economy for 50 years. Then war broke out in Iran
Energy
2 years ago, Saudi Arabia quietly canceled the ‘petrodollar’ deal with America that wired the world economy for 50 years. Then war broke out in Iran
By Fortune EditorsApril 7, 2026
5 days ago

© 2026 Fortune Media IP Limited. All Rights Reserved. Use of this site constitutes acceptance of our Terms of Use and Privacy Policy | CA Notice at Collection and Privacy Notice | Do Not Sell/Share My Personal Information
FORTUNE is a trademark of Fortune Media IP Limited, registered in the U.S. and other countries. FORTUNE may receive compensation for some links to products and services on this website. Offers may be subject to change without notice.