Skip to content
Wednesday, October 28, 2026 · Today’s edition, 6:30 a.m. ETWed, Oct 28 · 6:30 a.m. editionSign inMy Desk 0EditionsSign in

Deep AI Users Report Stronger Profit and Revenue Gains

A Fieldguide survey and Cerulli data show heavy AI adoption tied to growth, even as advisers give their broader tech modest marks.

At a glance

  1. The May survey of 400 auditing and advisory professionals classified 51% of firms as active AI deployers.
  2. The active-deployer edge shows up across client and staffing metrics: 73.5% said AI helped win or retain clients, against 53.6% of casual users; 70% reported capacity expansion, against 46.9%; and 75% credited AI with improving staff retention, against 51%.
  3. Separately, a Cerulli Associates survey covered by PLANADVISER finds technology is becoming a recruiting differentiator.

PLANADVISER reports that advisory firms embedding AI across most of their workflows say they are seeing bigger gains than casual users, with a crucial caveat: Fieldguide Inc. describes the findings as self-reported and not evidence of causation. The May survey of 400 auditing and advisory professionals classified 51% of firms as active AI deployers. Among those, 74.5% said profitability increased by at least 10%, versus 52% of casual users. During the past two years, 77% of active deployers reported advisory revenue growth, compared with 62.8% of casual users.

The active-deployer edge shows up across client and staffing metrics: 73.5% said AI helped win or retain clients, against 53.6% of casual users; 70% reported capacity expansion, against 46.9%; and 75% credited AI with improving staff retention, against 51%. More than 87% of active deployers had redesigned roles and team structures, and 81% said AI reshaped career paths for entry- and mid-level professionals, versus 60% and 65% of casual users.

Separately, a Cerulli Associates survey covered by PLANADVISER finds technology is becoming a recruiting differentiator. Of advisers who joined a new broker/dealer, 54% said technology was among the most important factors, ahead of compensation at 50% and autonomy at 49%. Among hybrid retirement advisers who ended a broker/dealer affiliation, 20% called the flexibility to choose technology systems a major factor, and 40% called it moderate.

Elsewhere in the Cerulli survey, advisers expressed limited enthusiasm for the technology they already use. Only 27% described their technology as "very effective" for client communication or managing operational aspects of client relationships; 46% said the same for regulatory compliance. In every category, "somewhat effective" was the most common answer.

Put together, the two surveys frame a gap: technology now helps attract advisers, while the tools they already use earn lukewarm reviews. PLANADVISER's coverage concludes that technology providers have solved the back office faster than the front office, leaving client-facing tools the open opportunity.

Reported by the Retirement Advisers desk from PLANADVISER. Published . Corrections

Related

Retirement

Cerulli finds no single DC income preference dominates; Guardian cites 64% guaranteed-income confidence

In Cerulli's DC distribution report, 46% of participants wanted flexible withdrawals and 39% guaranteed monthly income, while Guardian found only 34% had planned for income past age 80.

Retirement

Cerulli and Morningstar find firms spending to turn DC plan participants into wealth clients

The white paper says 63% of surveyed advisers call leveraging DC plans for wealth prospecting at least a moderate priority.

Retirement

The industry grades its own talent pipeline a C

With Cerulli putting roughly 35% of advisers into retirement inside a decade, three plan-advisory executives graded recruiting from a D-plus to a B-minus—and the pipeline central staffing solves better than individual practices can.

Retirement

BlackRock survey finds 92% of high-growth plan advisors use AI

The survey of more than 300 plan advisors says existing clients supply a 36% greater share of growth at top practices.

Retirement

High-growth DC practices grew plan assets 121% from 2023 to 2025

High-growth practices kept 90% of clients on average, versus 86% for the broader market, BlackRock's survey found.

Retirement Capital Dailyfrom Private Wealth Daily

Plan menus, in-plan income, rollovers and recordkeepers. Daily at 7:00 a.m. ET.

Free. Every morning. Unsubscribe from any edition in one click.

From other sections