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

Trendingnow

1

Even as Elon Musk calls philanthropy ‘very hard,’ everyday Americans gave a record $617 billion—despite feeling the squeeze over the cost of living

2

Egg companies made $1.22 billion in profit off a $6 carton — now they’re buying their way out of a price-fixing case with 53 million donated eggs

3

Meet the Zillennials: The luckiest micro-generation in the workforce, born between 1993 and 1998

1

Even as Elon Musk calls philanthropy ‘very hard,’ everyday Americans gave a record $617 billion—despite feeling the squeeze over the cost of living

2

Egg companies made $1.22 billion in profit off a $6 carton — now they’re buying their way out of a price-fixing case with 53 million donated eggs

3

Meet the Zillennials: The luckiest micro-generation in the workforce, born between 1993 and 1998
CommentaryFintech

The Asset Management Industry Should Take the Lead on A.I. Standards

By
Joseph Byrum
Joseph Byrum
Down Arrow Button Icon
By
Joseph Byrum
Joseph Byrum
Down Arrow Button Icon
March 22, 2019, 12:25 PM ET
A woman is seen using the Empower app, an app developed to help millenials manage their finances and eventually to replace all banking apps.
Jaap Arriens—NurPhoto via Getty Images
Add Fortune on Google for similar content.

The increased sophistication of fintech poses many policy concerns, especially when harnessing A.I. in asset management. Currently, there is a lack of international regulatory standards for A.I. and machine learning in asset management. Since A.I. is already being used by investment managers to improve operational structure, investment strategy, and trading efficiency, the need to address this policy gap is urgent.

On March 25, the Institute of Electrical and Electronics Engineers (IEEE), the world’s largest professional organization devoted to engineering, is launching Ethically Aligned Design (EAD1e), a set of guidelines for the design and use of intelligent systems. The initiative is a step in the right direction because it begins to provide the ethical foundations for designing transparent and impartial systems—but more must be done.

Regulators have largely refrained from issuing new rules for the use of A.I. in asset management—a regulatory lag likely caused by the speed of A.I. adoption. However, a 2017 report from the Financial Stability Board (FSB), an organization that reviews the stability of the international financial system, identified areas of concern with the use of A.I. in financial services. These included macro-level risks due to the lack of auditability of A.I. and difficulty maintaining adherence to current protocols on data security, conduct, and cybersecurity during a period of rapid adoption of largely untested new A.I. technologies.

Rather than take a wait-and-see approach, financial services must get ahead of policymakers by crafting sensible and fair industry-specific rules for the use of A.I. in asset management. A proactive, industry-led approach to A.I. governance and ethics for asset management should include the following elements:

First, standards should be in alignment with IEEE. Let’s not reinvent the wheel: There’s been a lot of work recently on setting ethical guidelines by this very group. And with the final version of the EAD1e being released later this month, it would be advantageous for the asset management industry to link its standards and ethics guidelines to those of the IEEE.

Second, new standards should conform to the fundamental ethics and legal principles that govern how modern society functions. At a minimum, A.I. should not be used to circumvent any current rules that protect customers against unscrupulous industry players. Practices that exploit customers are wrong whether by a human or intelligent machine. Existing guidelines should also be reviewed, and if needed, broadened and updated for all A.I. applications that currently exist.

Third, A.I. measures need to be integrated with existing data policies. Since data privacy is already a fairly mature governance area, this relationship provides a helpful starting point and also suggests a potential organizational home for A.I.-related policies within investment firms.

Fourth, effective regulation will require industry collaboration. There is strength in numbers: Legislators and regulators will be more likely to recognize the efforts of a majority of the financial industry than of a single company. Asset management firms should collaborate on setting an industry code for A.I. regulation. This may be done either by creating a new consortium of firms eager to shape A.I. policy for the industry or by working through existing industry bodies such as the IEEE or the FSB.

With this constantly developing technology and its rapid adoption throughout the industry, time is of the essence. Asset management already uses A.I. and it’s important for clients and investors that the players adhere to the industry best practices sooner rather than later.

Joseph Byrum is chief data scientist of the Principal Financial Group.

About the Author
By Joseph Byrum
See full bioRight Arrow Button Icon
Add Fortune on Google for similar content.

Latest in Commentary

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 in Commentary

k
CommentaryBox office
How Hollywood’s youngest filmmakers are exposing Gen Z’s real problem with AI
By Reid LitmanJuly 5, 2026
12 hours ago
k
Commentary250 Years of Innovation
Media leadership unity in defying Trump’s assault on free speech: standing tall against historic comparisons
By Jeffrey Sonnenfeld, Jeff Bewkes, Kay Koplovitz, Tom Glocer and Marvin KalbJuly 4, 2026
2 days ago
ds
CommentarySoftware
I argued with the father of open source for 2 years. Now the AI fight is the same — only bigger
By David SiegelJuly 3, 2026
2 days ago
ashok
Commentary250 Years of Innovation
The greatest startup in history: What we can learn from America’s founders at today’s AI frontier
By Ashok N. SrivastavaJuly 3, 2026
2 days ago
2
Commentary250 Years of Innovation
America’s secret weapon isn’t just innovation — It’s the freedom to fail
By Keith KrachJuly 3, 2026
3 days ago
rn
CommentaryCryptocurrency
Former Iran director at NSC: Crypto legislation is a ticket to sanctions evasion
By Richard NephewJuly 2, 2026
3 days ago

Most Popular

Even as Elon Musk calls philanthropy ‘very hard,’ everyday Americans gave a record $617 billion—despite feeling the squeeze over the cost of living
Success
Even as Elon Musk calls philanthropy ‘very hard,’ everyday Americans gave a record $617 billion—despite feeling the squeeze over the cost of living
By Preston ForeJuly 4, 2026
2 days ago
Egg companies made $1.22 billion in profit off a $6 carton — now they’re buying their way out of a price-fixing case with 53 million donated eggs
Law
Egg companies made $1.22 billion in profit off a $6 carton — now they’re buying their way out of a price-fixing case with 53 million donated eggs
By Wyatte Grantham-Philips and The Associated PressJuly 2, 2026
3 days ago
Meet the Zillennials: The luckiest micro-generation in the workforce, born between 1993 and 1998
AI
Meet the Zillennials: The luckiest micro-generation in the workforce, born between 1993 and 1998
By Nick LichtenbergJuly 3, 2026
3 days ago
$25 billion CEO says one-hour interviews are a waste of time—he puts candidates through six hours of tests and wants them to order wine at lunch
Success
$25 billion CEO says one-hour interviews are a waste of time—he puts candidates through six hours of tests and wants them to order wine at lunch
By Orianna Rosa RoyleJuly 3, 2026
3 days ago
The stock market is about to suffer a 'snapback' and will lose much of this year's gains as 'speculation is hitting extreme levels,' BofA warns
Investing
The stock market is about to suffer a 'snapback' and will lose much of this year's gains as 'speculation is hitting extreme levels,' BofA warns
By Jason MaJuly 5, 2026
3 hours ago
Russia's fuel crisis is so bad that a mom and her baby waited in line for 18 hours to get gas — 'Are we in the Soviet Union?'
Energy
Russia's fuel crisis is so bad that a mom and her baby waited in line for 18 hours to get gas — 'Are we in the Soviet Union?'
By Jason MaJuly 4, 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.