• 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
  • World's Most Admired Companies
  • See All Rankings
  • Lists Calendar
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
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • Pinterest icon

Latest from our Conferences

mark
ConferencesHospitality
Hyatt’s CEO has built a ‘family’ culture for 20 years. Now he’s leaning on it
By Nick LichtenbergApril 30, 2026
2 days ago
sweet
ConferencesConsulting
Accenture’s Julie Sweet blew up 50 years of company history. She says the hardest part is still ahead
By Nick LichtenbergApril 29, 2026
3 days ago
anirudh
Conferencesdisruption
Cadence CEO on the AI boom and human nature: ‘there are more tools, but the human part is not different’
By Nick LichtenbergApril 23, 2026
9 days ago
‘I think it’s a mistake’: Delta CEO Ed Bastian refuses to call it ‘artificial intelligence’ because it scares people
ConferencesDelta Air Lines
‘I think it’s a mistake’: Delta CEO Ed Bastian refuses to call it ‘artificial intelligence’ because it scares people
By Nick LichtenbergApril 22, 2026
10 days ago
Fortune Workplace Innovation Summit logo
ConferencesWorkplace Innovation Summit
Fortune Workplace Innovation Summit 2026 livestream
By Fortune EditorsMarch 23, 2026
1 month ago
Fortune COO Summit 2026 livestream
ConferencesCOO Summit
Fortune COO Summit 2026 livestream
By Fortune EditorsMarch 23, 2026
1 month ago

Most Popular

Scott Bessent on financial literacy: 'it drives me crazy' to see young men in blue-collar construction jobs playing the lottery
Personal Finance
Scott Bessent on financial literacy: 'it drives me crazy' to see young men in blue-collar construction jobs playing the lottery
By Fatima Hussein and The Associated PressMay 1, 2026
21 hours ago
China dominates the world's lithium supply. The U.S. just found 328 years' worth in its own backyard
North America
China dominates the world's lithium supply. The U.S. just found 328 years' worth in its own backyard
By Jake AngeloApril 30, 2026
2 days ago
The U.S. economy is booming — just not where 50 million Americans live
Commentary
The U.S. economy is booming — just not where 50 million Americans live
By Derek KilmerMay 1, 2026
1 day ago
Current price of oil as of May 1, 2026
Personal Finance
Current price of oil as of May 1, 2026
By Joseph HostetlerMay 1, 2026
22 hours ago
Apple cofounder Ronald Wayne—whose stake would be worth up to $400 billion had he not sold it in 1976—says that at 91, he has no regrets
Success
Apple cofounder Ronald Wayne—whose stake would be worth up to $400 billion had he not sold it in 1976—says that at 91, he has no regrets
By Preston ForeApril 27, 2026
5 days ago
A Chick-fil-A worker got fired and then showed up behind the register to allegedly refund himself over $80,000 in mac and cheese
Law
A Chick-fil-A worker got fired and then showed up behind the register to allegedly refund himself over $80,000 in mac and cheese
By Catherina GioinoMay 1, 2026
17 hours 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.