AI Agents Require Job Descriptions
Artificial intelligence agents entering registered investment advisor workflows need job descriptions, probationary periods, and regular status reviews just like human staff, according to a wealthtech panel at RIA Edge Austin reported by Wealth Management.
The panel took place on Tuesday during the Tech for Growth Summit portion of the conference. Wealth management firms are moving past basic AI notetaking tools toward fully embedded, agentic agents that work alongside human employees.
Managing AI Trainees Safely
Advisors should implement AI co-workers at a slow, measured pace rather than handing over critical operations immediately. Alison Dooher, managing director and head of AI for Schwab Advisor Services, told Wealth Management that firms should start small with a single activity.
As you build an agent around one activity, you can really define it with a level of clarity that then allows you to build an agent with the right governance and guardrails and monitoring,
Dooher said.
Trevor Hicks, former chief technology officer of Advisor360 and founder of Stack Strategy, compared early-stage AI agents to workplace interns during the panel discussion covered by Wealth Management. Think of the intern that you’re going to bring in,
Hicks said. You’re not going to give the intern the keys to the castle.
How AI agents scale through reliability and security
Karl Simon, co-founder and chief technology officer of Subatomic AI, stated that AI agents can ladder up in an organization as they prove their reliability. Simon noted that while a human stays in the loop, proper security boundaries remain essential beyond long text prompts.
Regarding data cleanliness, the panelists agreed that firm data sets do not need to be pristine before launching AI initiatives. Simon told Wealth Management that clean data serves as a foundation, but data cleaning can happen in parallel as use cases demand it.
Client reluctance and regulatory focus on AI usage
Dooher highlighted a growing market challenge where clients express reluctance about AI managing personal data. Firms may need clear transparency policies as regulators begin examining advisor AI usage.
Hicks pushed back on the necessity of heavy reporting, comparing the transition to how firms eventually embraced cloud computing without ongoing friction.
What roles AI agents play in wealth management
How much will global assets grow according to industry estimates?
Deloitte estimates that wealth management firms will manage an expected increase in global assets ranging from $10 trillion to $35 trillion by 2032, according to data cited by Oracle NetSuite.
What challenges do firms face with client data and AI?
Advisors face client hesitation regarding personal data management by artificial intelligence, requiring firms to establish clear transparency and governance protocols as discussed at the RIA Edge Austin conference reported by Wealth Management.