- AI platforms like Glean address the "knowledge problem" in financial advisory firms by unifying fragmented and dispersed data, making it easily accessible and actionable, which reduces time spent on administrative tasks and enables advisors to focus more on client relationships and strategic work.
- Glean empowers financial advisors to systematically segment and prioritize their client base, uncovering growth opportunities among existing clients—especially those with untapped potential—so firms can shift from simply chasing new leads to deepening valuable relationships through data-driven insights.
- The platform's unified, permissions-aware, and easily integrated solution is suitable for both large banks with legacy systems and independent RIAs seeking flexible, scalable technology, providing a low-friction path to greater productivity, client satisfaction, and sustained competitive advantage.
Financial advisory firms are at a crossroads. Pressed by increasing operational complexity, a deluge of fragmented data, and rising client expectations, advisors are finding it harder than ever to provide differentiated service at scale. While technology has long promised increased efficiency, the reality for most firms is a patchwork of platforms, information silos, and repetitive manual work that limits both growth and client satisfaction.
However, this landscape is rapidly changing. AI is becoming most useful when it can help advisors and support teams turn fragmented client, product, and service context into action - so they can prepare faster, respond more thoughtfully, and spend more time strengthening relationships.
Understanding the knowledge problem
Nearly every financial advisory practice—whether part of a large integrated bank or an agile independent RIA—struggles with the same issue: the client, product, compliance, and service context advisors need is spread across too many systems and teams.
Advisors lose valuable time in “swivel-chair” workflows, toggling between applications, hunting for files, and reassembling context just to prepare for a meeting, answer a client question, or complete routine follow-through The numbers are stark—up to 60% of an advisor’s workweek is spent on repetitive administrative and operational tasks, time that could be spent providing strategic advice and deepening client relationships.
AI as a game changer
AI can help advisory firms work across the messy, fragmented reality of client records, product information, compliance materials and meeting notes. With the right context in one place, advisors and support teams can leverage an AI coworker to move work forward - from meeting prep, compliance workflows, and growth planning.
With a foundation of unified, accessible data, AI can automate low-value administrative work. The result is less time spent assembling context and more time for the work that actually builds trust.
Strategic client segmentation and growth
Perhaps the most compelling benefit for advisory practices is the ability to systemically segment and prioritize clients. Many firms naturally focus on “top” clients, but lack the visibility or tools to analyze the bottom 80%—where “held-away” assets and growth opportunities abound.
With full context, advisors can identify growth opportunities, prioritize outreach and personalize the client experience.
With seamless access to actionable data, advisory firms can make a strategic pivot from chasing new leads to developing deeper, high-value relationships with existing clients.
A unified solution for both banks and RIAs
The nature of technology headaches varies across the industry. Large banks contend with thick layers of legacy systems, high administrative overhead, and the pressure to cross-sell proprietary products. Meanwhile, independent RIAs value flexibility but often struggle to evaluate, integrate, and scale new tech affordably.
In both cases, the opportunity is the same: give advisors and support teams a secure, governed AI coworker to work across the systems they already use without adding more operational complexity.
Looking forward
In a world where every hour and every client touchpoint counts, the case for enterprise-ready AI is clear. The firms that benefit most from AI will be the ones that can help advisors invest in deeper client relationships and reduce the time spent chasing information. For advisory firms, the opportunity is not just working faster. It’s making every client work more connected, more consistent, and easier to move forward.
Looking to get started with work AI today? Get a free demo of Glean, and learn more about how financial advisors can leverage AI to accelerate and deliver their best work through our latest guide.
