• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia
ConferencesSoftware

What programmer shortage? ‘Low-code’ tools let ordinary workers create apps

By
Aaron Pressman
Aaron Pressman
Down Arrow Button Icon
By
Aaron Pressman
Aaron Pressman
Down Arrow Button Icon
June 3, 2021, 4:30 PM ET

Silicon Valley has a new strategy for addressing the difficulty and expense of hiring software developers. Google and Microsoft along with a host of startups have started offering tools that let ordinary workers build applications and conduct sophisticated data analysis.

Dubbed the low-code or no-code movement, the effort includes startups like Zapier, which helps companies connect applications into a single automated process, to Jotform, which helps companies create surveys to collect data from customers. The products rely on simple software building blocks that can be dragged and dropped into place by untrained workers to build complicated applications.

Companies generally have been trying to shift to more digital and automated processes for decades, though those efforts accelerated during the pandemic. Finding enough programmers can be a challenge. “There aren’t enough experienced programmers to do that,” Edward Abbo, president and chief technology officer at business software maker C3 AI, said on Thursday at a Fortune Brainstorm Tech virtual panel discussion. “It basically opens the aperture dramatically so anyone who has a computer can make applications.”

Analysts say the effort is just getting underway. Companies will spend only about $14 billion this year on low-code tools, according to a recent Gartner report, but that’s up more than 50% over the past two years.

There are some risks to the spread of low-code and no-code tools, however. Untrained employees could violate corporate rules limiting the sharing of data or fail to properly secure the applications they create from hackers.

“We are moving into an increasingly complex world of data privacy and sovereign data requirements,” says Chris Bedi, chief information officer at business cloud-computing services provider ServiceNow. “To have four or five or six low-code, no-code tools out there versus [one] platform I think is untenable.”

The low-code techniques can also be incorporated by startups that aren’t just selling software tools, says Anoushka Vaswani, a partner at venture capital firm Lightspeed. The idea is to give customers the ability to set up or customize a startup’s service without requiring the startup to send its own team of developers to help.

“Even if you’re not a low-code, no-code platform, if you’re a startup, a lot of people are thinking about how to incorporate low-code no-code in some way,” she says. “So when a customer buys it, you don’t need to involve a whole team of engineers to get it up and running at the customer site.”

Our mission to make business better is fueled by readers like you. To enjoy unlimited access to our journalism, subscribe today.
About the Author
By Aaron Pressman
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
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
  • Leadership
  • Success
  • Tech
  • Asia
  • Europe
  • Environment
  • Fortune Crypto
  • Health
  • Retail
  • Lifestyle
  • Politics
  • Newsletters
  • Magazine
  • Features
  • Commentary
  • Mpw
  • CEO Initiative
  • Conferences
  • Personal Finance
  • 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
About Us
  • About Us
  • Editorial Calendar
  • Press Center
  • Work At Fortune
  • Diversity And Inclusion
  • Terms And Conditions
  • Site Map

© 2025 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.


Most Popular

placeholder alt text
Politics
Buddhist monks peace-walking from Texas to DC persist even after being run over on highway outside Houston
By The Associated PressDecember 30, 2025
3 days ago
placeholder alt text
Success
Marriott’s CEO spoke out about DEI. The next day, he had 40,000 emails from his associates
By Ashley LutzJanuary 1, 2026
20 hours ago
placeholder alt text
Success
Melinda French Gates got her start at Microsoft because an IBM hiring manager told her to turn down its job offer—'It dumbfounded me'
By Emma BurleighDecember 31, 2025
2 days ago
placeholder alt text
Startups & Venture
Trump Mobile says its first-ever smartphone is delayed, and the government shutdown is to blame
By Dave SmithDecember 31, 2025
2 days ago
placeholder alt text
Health
Lay's drastically rebrands after disturbing finding: 42% of consumers didn't know their chips were made out of potatoes
By Matty Merritt and Morning BrewDecember 31, 2025
2 days ago
placeholder alt text
C-Suite
Exiting CEO left each employee at his family-owned company a $443,000 gift—but they have to stay 5 more years to get all of it
By Nick LichtenbergDecember 30, 2025
3 days ago

Latest from our Conferences

InnovationBrainstorm AI
Backflips are easy, stairs are hard: Robots still struggle with simple human movements, experts say
By Nicholas GordonDecember 11, 2025
22 days ago
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
24 days ago
AIBrainstorm Design
AI’s reliance on patterns can lead to ‘somewhat mediocre’ results, warns CEO of design consultancy IDEO
By Andrew StaplesDecember 9, 2025
24 days ago
Logo of Fortune Brainstorm AI conference
ConferencesBrainstorm AI
Fortune Brainstorm AI 2025 Livestream
By Fortune EditorsDecember 8, 2025
25 days ago
Workplace CultureBrainstorm Design
How two leaders used design thinking and a focus on outcomes to transform two Fortune 500 giants
By Christina PantinDecember 4, 2025
29 days ago
Workplace CultureBrainstorm Design
Designer Kevin Bethune: Bringing ‘disparate disciplines around the table’ is how leaders can ‘problem solve the future’
By Fortune EditorsDecember 3, 2025
30 days ago