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WireSift Research · AI Adoption Tracker · Q1 2026

RJFRaymond James Financial, Inc.

AI adoption · Q1 2026 earnings call

FinancialsPiloting
AI mentions
12
extracted from this call
Max specificity
3 / 5
operational, no hard numbers
AI revenue
Not disclosed
no breakout in this call
AI was a recurring theme across both prepared remarks and Q&A, with CEO Paul Shoukry framing it primarily as a productivity and adviser-enablement tool rather than a competitive threat. The firm disclosed a proprietary AI operations agent ('Ray') rolled out to a few hundred advisers, with early positive feedback, and positioned AI as a complement to—not replacement for—deeply personal adviser-client relationships. Management explicitly declined to quantify margin or cost benefits from AI, citing it as too early, while acknowledging Agentic AI as the next frontier they are monitoring.
Public Company AI Adoption Index
Adopter
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Composite
49/ 100
#111 non-tech · #175 overall · #36 in Financials
Depth · 40%
51
stage: piloting · max spec: 3
Disclosure · 40%
40
1 quant outcome
Breadth · 20%
65
2 scopes
Adoption scopes:internal_useproduct_embedded
Every claim, sourced

12 AI mentions from this call.

Extracted verbatim from the RJF Q1 2026 earnings call transcript. Speaker, section, and specificity tier surfaced for each mention.

  • T3Prepared remarks· CEO· Product-embedded AI
    our proprietary AI operations agent provides curated natural language answers and guidance to operational questions while intelligently evolving based on user activities and preferences. This agent has been rolled out to a few hundred advisers and their team so far in addition to service focus groups at the home office. We are very encouraged by the strong initial feedback, and we'll continue to expand adviser and associate access over time.
    Paul Shoukry, RJF earnings call
    ProductsAI operations agent
  • T3Q&A· CEO· Product-embedded AI
    Analyst questionparaphrased· JPMorgan· Y. Cho (Michael Cho)
    Can you just unpack kind of where the priorities are in terms of the growth of that spend. And if we look at the various AI initiatives that Raymond James has instituted internally, and I think you called out to get operational chatbot as well. How are you gauging success of some of these initiatives? And really, how do you think the next step evolves as you roll out these capabilities?
    we have a solution called [ Ray ] that we rolled out and that advisers and sales assistants can use to find -- to sit through a lot of information, self-service and very quickly find the answers the complicated questions. And so we're piloting it with a few hundred advisers in the early feedback has been extremely positive.
    Paul Shoukry, RJF earnings call
    ProductsRay
  • T3Prepared remarks· CEO· Internal use
    we will continue investing in automation, process improvement and AI as part of our more than $1.1 billion annual technology spend to create efficiencies, give advisers more time to deepen client relationships and further enhance the client experience.
    Paul Shoukry, RJF earnings call
  • T3Q&A· CEO· Internal use
    Analyst questionparaphrased· JPMorgan· Y. Cho (Michael Cho)
    Can you just unpack kind of where the priorities are in terms of the growth of that spend.
    that's why we spent $1.1 billion on technology and AI and all the components of technologies from the adviser tools to the client tools.
    Paul Shoukry, RJF earnings call
  • T2Q&A· CEO· Internal use
    Analyst questionparaphrased· JPMorgan· Y. Cho (Michael Cho)
    Can you just unpack kind of where the priorities are in terms of the growth of that spend...
    We're using AI in a lot of areas already, whether it be in our cybersecurity area, although that's continuing to evolve as we saw with a new release a couple of weeks ago and some of the notifications from Washington around that. So we're using AI, and we're seeing a lot of benefits from AI, but it's hard to dimension the actual margin impact at this juncture. I think anyone who's talking about cost reductions or margin benefits from AI today at least I would be arbitrary and too preliminary in providing that type of specificity.
    Paul Shoukry, RJF earnings call
  • T2Q&A· CEO· Customer demand signal
    Analyst questionparaphrased· Citizens Bank· Devin Ryan
    I want to start with an AI question. I appreciate some of the current initiatives that you already launched and you talked about, Paul, it sounds like you think AI will be a net positive for the business versus an overall risk. So would love to hear a little bit more about why. And then if you can just weigh in on how you're thinking about implications of this potential agent cash sweep optimization, which I think some people think in theory could pressure transactional cash balances and whether you would consider kind of evolving the monetization with like a platform fee or something else?
    I think AI is kind of being sort of used to describe the phenomenon that we already anticipated would happen. And so I don't see much more of an incremental threat maybe to the e-brokers where there's not a financial adviser involved that's been helping clients reinvest those cash balances, perhaps, I'm not sure. We're not an e-broker so I'm not an expert in that space. But I don't see it really impacting our space much more incrementally
    Paul Shoukry, RJF earnings call
  • T2Q&A· CEO· Product-embedded AI
    Analyst questionparaphrased· Morgan Stanley· Michael Cyprys
    I was hoping you could maybe talk a little bit about the steps that you're taking at Raymond James to help and expand deepened relationships with advisers in the coming years.
    When we look at these AI releases, some of which have negative impacts on our stocks in our industry. I look at it as these are releases that could be extremely helpful to us and to our advisers to help provide more bespoke advice to a larger number of clients. And so that's really what we are here to do is help advisers better help their clients.
    Paul Shoukry, RJF earnings call
  • T2Q&A· CEO· Internal use
    Analyst questionparaphrased· JPMorgan· Y. Cho (Michael Cho)
    Can you just unpack kind of where the priorities are in terms of the growth of that spend. And if we look at the various AI initiatives that Raymond James has instituted internally...
    what we're all wondering is the next phase of AI really is around Agentic AI and what can Agentic AI do to improve processes and streamline processes and ultimately the cost curve across not only our industry, but all industries. And we're still -- I think Raymond James and all of corporate America is still early in that journey, frankly.
    Paul Shoukry, RJF earnings call
  • T2Q&A· CEO· Internal use
    Analyst questionparaphrased· Goldman Sachs· Alexander Blostein
    was hoping you could help us think through the benefits of AI and other related initiatives that could have on the business longer term?...as you think about a more normal backdrop with the benefits of AI and any other efficiencies, what do you think the margins could go to over time?
    a lot of the focus on AI across corporate America right now. And for us, it included, has been around the large language models and some of the sort of benefits of an efficiency and increased productivity that large language models can provide by synthesizing a lot of data
    Paul Shoukry, RJF earnings call
  • T2Q&A· CEO· Internal use
    Analyst questionparaphrased· Citizens Bank· Devin Ryan
    it sounds like you think AI will be a net positive for the business versus an overall risk. So would love to hear a little bit more about why.
    AI should help down the road because it will help advisers come up with more bespoke tailored insights that advice safe there, save them time on administrative tasks and allow them to spend more time developing those deeply personal relationships with their clients.
    Paul Shoukry, RJF earnings call
  • T1Prepared remarks· CEO· Internal use
    In a world being shaped by AI, technology and constant change we believe personal relationships will matter more, not less. Our strategy is to keep investing in the people, platforms and capabilities that help our financial professionals deliver more holistic more personalized advice to clients while staying true to the culture and long-term approach that have always differentiated Raymond James.
    Paul Shoukry, RJF earnings call
  • T1Q&A· CEO· Customer demand signal
    Analyst questionparaphrased· Wolfe Research· Steven Chubak
    I did one digging into some of the comments you made around AgenticAI, specifically, as it relates to the impact that, that could have on cash levels...it's also pretty clear that the market is ascribing a lower terminal value to cash derived profits just given the risk from whether it's agent, tokenization, pick your poison here.
    if that evolves in the industry based on competitive pressures and competitive dynamics and client preferences, most importantly, then of course, we would be flexible and open to evolving with where clients and advisers in the industry is evolving to.
    Paul Shoukry, RJF earnings call
Q&A Dynamics

What management wouldn’t quantify.

Analyst questions where management declined to share a specific number. The pattern of refusals is often as informative as the disclosures.

  1. Management declined to quantify any margin or cost savings impact from AI initiatives despite a direct analyst question from Goldman Sachs (Alex Blostein), stating it is 'too preliminary' to provide that specificity.
  2. No disclosure of AI-specific budget or capex allocation within the $1.1B technology spend.
  3. No user adoption metrics (e.g., daily active users, query volume) disclosed for the 'Ray' AI operations agent beyond 'a few hundred advisers.'
  4. No timeline provided for broader rollout of the AI operations agent beyond 'over time.'
  5. No quantification of productivity gains or time savings from any AI initiative.
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Sourced from primary documents · See the methodology for the extraction approach.