Morningstar adds an AI learning center to managed accounts

Morningstar Investment Management has put an AI learning center inside its advisor managed accounts service, where participants ask what a 401(k) is or how an employer match works.

The tool answers common questions from a curated library of Morningstar articles and FAQs rather than a plain search, wrote Michael Allen, head of technology for retirement solutions. In a Nov. 11 piece for 401(k) Specialist, he said it explains concepts without giving personalized advice.

For advisors selling Morningstar managed accounts into plans, the education-only guardrail answers the sponsor committee's threshold question: the tool explains concepts but does not recommend contribution rates.

Allen spent years as a chief information security officer before taking over product and technology for Morningstar's retirement business. Allen said he applies the same discipline to AI: give a tool only the access its task requires, then check what it does with it under separation of duties, traceability and independent checks.

"We let them make real decisions, such as what information to look up and how to explain a result. We don't let them make the advice," he wrote. Allen sorts deployment into three patterns: conversational interfaces, predefined workflows, and agents that decide their own next steps. Agents carry the most discretion and are worth using only where they pay off, he wrote; the simplest approach that does the job wins.

Allen wrote that a language model writes text that sounds right whether or not it is, and a confident answer is harder to question. Morningstar's managed-accounts research drew a public challenge this week, as Private Wealth Daily previously reported, when Ron Surz argued that QDIA managed accounts do not ask participants about risk tolerance.

Morningstar Investment Management reported $87.8 billion in regulatory assets across 515,981 accounts in a Form ADV filed Oct. 30. "Managed accounts have long shown that technology can deliver advice. The new question is who stands behind AI as it takes on more discretion," Allen wrote.