Raymond James Unveils ‘Rai’ AI Agent Powered by Generative NLP for Operations
Raymond James launched Rai, a proprietary digital AI operations agent leveraging natural language processing and generative AI to deliver curated guidance from multiple firm knowledge bases and evolve based on user activities. The firm plans an enterprise-wide rollout after a successful pilot in select business units and underscores its $1.1 billion annual technology investment.
1. Fiscal First Quarter 2026 Financial Results
Raymond James Financial reported record quarterly net revenues of $3.74 billion for the fiscal first quarter ended December 31, 2025, representing a 6% increase over the prior year’s period. Net income available to common shareholders totaled $562 million, or $2.79 per diluted share; excluding $15 million of acquisition-related expenses (net of tax), adjusted net income was $577 million, or $2.86 per diluted share. Client assets under administration reached a record $1.77 trillion, up 14% year-over-year, while fee-based Private Client Group assets climbed 19% to $1.04 trillion. The firm generated annualized net new domestic Private Client Group asset growth of $30.8 billion, equivalent to an 8.0% growth rate from beginning-of-quarter levels. Annualized return on common equity was 18.0%, and adjusted return on tangible common equity was 21.4%.
2. Segment Performance and Capital Deployment
Private Client Group net revenues rose to $2.77 billion, a 9% increase year-over-year and 4% sequential gain, driven by a 15% increase in asset management and related administrative fees to $1.69 billion. Capital Markets revenues fell 21% from a year ago to $380 million, with investment banking revenues down 37% at $200 million due to timing of deal closings. Asset Management delivered record net revenues of $326 million, up 11%, and record pre-tax income of $143 million, up 14%, underpinned by $280.8 billion in assets under management. The Bank segment reported net revenues of $487 million, up 15%, with net bank loans rising 13% to $53.4 billion and net interest margin expanding 21 basis points year-over-year to 2.81%. The Board increased the quarterly dividend by 8% to $0.54 per share and authorized up to $2 billion in stock repurchases, of which $400 million was executed in the quarter.
3. Technology Investment and AI Innovation
Building on a $1.1 billion annual technology investment, Raymond James launched its proprietary digital AI operations agent, Rai, leveraging natural language processing and generative AI to deliver curated, real-time guidance from firm knowledge bases. Following a successful pilot, Rai will roll out across additional business units in coming quarters. The firm reported more than 10,000 regular users of conversational AI and 3.2 million lines of AI-generated code per month under developer oversight. Complementary enhancements include a CRM AI note assistant, Zoom AI meeting summaries integrated with CRM, generative AI search within internal databases, and secure enterprise access to leading AI platforms.