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

Schwab’s ‘Project Bear’ Uses A.I. to Predict When Investors Are Getting Nervous—And Warn Them Against Making Bad Decisions

By
Chris Taylor
Chris Taylor
Down Arrow Button Icon
By
Chris Taylor
Chris Taylor
Down Arrow Button Icon
July 9, 2019, 2:30 PM ET

The next time the stock market tanks, keep your phone handy—it might be your brokerage on the line with a little advice.

If you’re a self-directed investor with Charles Schwab & Co., anyways. Welcome to “Project Bear”: The San Francisco-based brokerage’s part-artificial intelligence, part-human program to keep investors from making dumb decisions.

Here’s how it works: AI scans its client base for hundreds of behavioral or demographic attributes. If the algorithm figures that you have a 60% of greater likelihood of selling in times of high volatility, and the market is going wild—well, you’re getting a call.

“All the research shows research shows that investors who sell in bear markets have lower average returns in following years,” says Terri Kallsen, Schwab’s executive VP of investor services. “So we use predictive modeling to identify which clients might be vulnerable to increased emotion and noise in the markets.”

But the point isn’t to get you to do something, it’s usually to get you to do nothing.

Take the example of someone who panicked during the last great financial upheaval, back in the spring of 2009. If you sold everything and went to cash—not that crazy at the time, since the whole financial system seemed like it was melting down— that decision would turn out to be a catastrophic one.

Whereas if you stayed in the market, or maybe even bought more, then you very well may be set for life. Since the market bottom, the S&P 500 has rebounded by more than 250%.

That’s the kind of information that Schwab wants to impart.

So in periods of high volatility, or a bear-market turn, someone will be dispatched to talk you through it.

Schwab says it has identified around 500,000 of its investors who were at risk of making a big move, which they define as someone going from over 75% equities in their portfolio to below 25%. Those clients have higher-risk allocations than most, and are frequent traders.

“Those are the clients who might get nervous and say, ‘I’m out,’ ” says Barry Metzger, Schwab’s senior VP for advice and trading services. “When emotion comes into play like that, clients often make poor decisions.”

The program is no guarantee of investor response or outcomes, of course. Some clients may listen to and appreciate the advice, but some may be neutral—and some may even be skeptical of why Schwab is calling, and complain “they are self-directed for a reason,” Metzger says.

But the results so far—the program was piloted in December of 2018—have been encouraging. Investors who received an outreach withdrew 27% less in assets, compared to a control group who didn’t get a call. And the ‘Client Promoter Score’ of those investors—essentially, their overall customer satisfaction—also got a noticeable bump.

This kind of applied A.I. may be just the beginning for financial firms. Another example of where it might come into play, says Kallsen: A physical move, which happens on average 11 times over the course of one’s life. That can trigger all sorts of major financial events such as retirement rollovers, new insurance coverages, and short-term cash requirements. So if A.I. gets wind that you might be on the move, the firm can spring into action.

As for Project Bear, Kallsen likens it to a running app that helps you train for big races. “Based on data like pace and heart rate, a running app will help measure and predict whether you are ready,” says Kallsen, herself a 21-time marathoner. “If you’re not, then you can figure out where to readjust.”

And who doesn’t need a little help getting to the finish line of retirement.

More must-read stories from Fortune:

—Meet the A.I. landlord that’s building a single-family-home empire

—Slack went public without an IPO. Here’s how a direct offering works

—5 things to know about Facebook’s new cryptocurrency, Libra

—This pot company stock is now more popular than Apple among millennials

—When the next recession hits, four good things could happen

Don’t miss the daily Term Sheet, Fortune‘s newsletter on deals and dealmakers.

About the Author
By Chris Taylor
See full bioRight Arrow Button Icon

Latest in Finance

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
About Us
  • About Us
  • Editorial Calendar
  • Press Center
  • Work At Fortune
  • Diversity And Inclusion
  • Terms And Conditions
  • Site Map
Fortune Secondary Logo
  • 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 in Finance

Form Energy CEO Mateo Jaramillo is pictured at Form Factory 1 in Weirton, West Virginia.
Energybatteries
Google is building a bevy of renewable energy in Minnesota—including the world’s largest battery system providing power for a whopping 100 hours
By Jordan BlumFebruary 28, 2026
39 minutes ago
CybersecurityMeta
Trump’s FTC backs off social media regulation despite finding that nearly 20% of America’s children are online for 4 hours or more
By Catherina GioinoFebruary 27, 2026
11 hours ago
Personal FinanceInsurance
State Farm is doling out $100 checks to 49 million customers. Here’s who qualifies and how to get paid
By Sydney LakeFebruary 27, 2026
12 hours ago
Aerial view of a data center under construction in Ohio.
EconomyEconomics
Before AI gains materialize, governments will have to deal with a ‘policy tradeoff,’ Moody’s says: How to handle the massive spending and debt risk
By Tristan BoveFebruary 27, 2026
13 hours ago
Graphic depicting a coin reads, Fortune Crypto: Facebook Crypto 2.0
CryptoCrypto Playbook
Facebook’s first crypto push set off a firestorm. This time around, its plans are met with a shrug
By Jeff John RobertsFebruary 27, 2026
14 hours ago
Personal Financewealth management
The Great Wealth Transfer is already happening as millennials hitting their ‘Peak 35’ are richer than ever
By Catherina GioinoFebruary 27, 2026
14 hours ago

Most Popular

placeholder alt text
Innovation
An MIT roboticist who cofounded bankrupt robot vacuum maker iRobot says Elon Musk’s vision of humanoid robot assistants is ‘pure fantasy thinking’
By Marco Quiroz-GutierrezFebruary 25, 2026
3 days ago
placeholder alt text
Success
Japanese companies are paying older workers to sit by a window and do nothing—while Western CEOs demand super-AI productivity just to keep your job
By Orianna Rosa RoyleFebruary 27, 2026
17 hours ago
placeholder alt text
Commentary
'The Pitt': a masterclass display of DEI in action 
By Robert RabenFebruary 26, 2026
2 days ago
placeholder alt text
Economy
It’s more than George Clooney moving to France: America is becoming the ‘uncool’ country that people want to move away from
By Nick LichtenbergFebruary 27, 2026
1 day ago
placeholder alt text
Success
Jeff Bezos says being lazy, not working hard, is the root of anxiety: ‘The stress goes away the second I take that first step’
By Sydney LakeFebruary 25, 2026
3 days ago
placeholder alt text
Success
Walmart exec says U.S. workforces needs to take inspiration from China where ‘5 year-olds are learning DeepSeek’
By Preston ForeFebruary 27, 2026
1 day 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.