AI insights survey exposes split between RIAs and enterprise advisors

AI insights survey exposes split between RIAs and enterprise advisors
Envestnet data reveal shared focus on product underperformance and tax optimization, with differing priorities on fees.
JAN 17, 2025

While RIAs and enterprise advisors may have the same priorities when it comes to serving their clients, new data from Envestnet suggest the two groups differ on several counts.

The wealth tech giant has revealed the most significant AI-driven insights among financial advisors in 2024, which showed notable overlaps and differences between RIAs and advisors at other enterprises.

Powered by its AI-driven Insights Engine, the findings reveal how enterprise advisors and RIAs are prioritizing specific areas to improve client outcomes and grow their practices.

"Advisors are leveraging these insights to enhance their clients' portfolios and develop more personalized, tax-efficient strategies," Molly Weiss, group president of Envestnet’s wealth management platform, said in a statement announcing the results.

The analysis identified two common priorities across both advisor groups: addressing underperforming products and utilizing tax-loss harvesting to mitigate tax burdens.

But enterprise advisors cited life insurance gaps as their third key priority area, reflecting an increased focus on holistic financial planning. In contrast, flagging high-fee products took third place on RIAs' insight rankings, highlighting a push toward cost-efficient investment solutions for clients.

"Having underperforming products and tax-loss harvesting at the top of both lists shows that advisors are increasingly turning to these insights in an effort to improve client outcomes, regardless of advisor type," said Jeremi Karnell, head of Envestnet data solutions. "These strategies help mitigate risk and optimize tax advantages, making them valuable in any market environment."

Looking further down the lists, the data also showed a growing focus on retirement planning, with both RIAs and enterprise advisors identifying “clients retiring this year” as a priority. 

The release comes as AI adoption continues to grow within the advisory industry. Citing data from Cerulli, Envestnet said 9 percent of advisory practices currently use AI tools, but 72 percent plan to integrate AI into their operations within the next three years.

Latest News

Integrated Partners, Kestra welcome multigenerational advisor teams
Integrated Partners, Kestra welcome multigenerational advisor teams

Integrated Partners is adding a mother-son tandem to its network in Missouri as Kestra onboards a father-son advisor duo from UBS.

Trump not planning to fire Powell, market tension eases
Trump not planning to fire Powell, market tension eases

Futures indicate stocks will build on Tuesday's rally.

From stocks and economy to their own finances, consumers are getting gloomier
From stocks and economy to their own finances, consumers are getting gloomier

Cost of living still tops concerns about negative impacts on personal finances

Women share investing strengths, asset preferences in new study
Women share investing strengths, asset preferences in new study

Financial advisors remain vital allies even as DIY investing grows

Trump vows to 'be nice' to China, slash tariffs
Trump vows to 'be nice' to China, slash tariffs

A trade deal would mean significant cut in tariffs but 'it wont be zero'.

SPONSORED Compliance in real time: Technology's expanding role in RIA oversight

RIAs face rising regulatory pressure in 2025. Forward-looking firms are responding with embedded technology, not more paperwork.

SPONSORED Advisory firms confront crossroads amid historic wealth transfer

As inheritances are set to reshape client portfolios and next-gen heirs demand digital-first experiences, firms are retooling their wealth tech stacks and succession models in real time.