Turn Generalists Into Experts: How FIs Scale Institutional Knowledge With Agentic AI

A member calls in looking for a quick solution to a common challenge: unlocking their online banking (OLB) account. The agent who answers the call has handled OLB unlocks before, but it’s always been a long, complex process involving disconnected systems, multiple screens, and plenty of real-time procedural research. 

Your agent puts the member on hold and swivels her chair over to Denise, the one person on her team who's handled this exact situation for the past twelve years. Then she waits.

The member waits too. Not because their request is particularly unique, but because the knowledge of how to best execute it lives in one person's head.

Chances are your bank or credit union has a Denise. An employee who's been there for years, has a very specific field of expertise, and who is especially adept at handling complex workflows that slow down the rest of your team. That knowledge is real, it's valuable, and it’s historically been very hard to scale.

The true cost of siloed expertise and multi-system processes

If this situation sounds familiar, your financial institution (FI) doesn’t have an expertise problem. It has a distribution problem. Specialists and tenured employees carry a treasure trove of knowledge, but it’s siloed. The rest of your team must either come to them with questions or rely on intranets, PDFs, questionable AI searches, so on and so forth. 

Even when non-specialists know how to solve the challenge, they still have to navigate a complicated tangle of disconnected systems, screens, and platforms—jumping from CRM to knowledge base to OLB platform and beyond. It all creates a ceiling on how fast and how well your team can serve members customers.

New hires spend months, sometimes years, internalizing complex processes and absorbing what your experts and specialists already know. Escalations pile up on the same few desks. And when your top agents take vacation, change roles, or retire, the institution doesn't just lose headcount. It loses a trusted source of expertise, experience, and know-how that goes far beyond what an employee manual could cover

Hiring more specialists isn’t a quick fix, nor is it a strategy that will score you points with your CFO. Additional training may sound like a good plan on paper, but who will pick up the phones while your team focuses on skill development? Bridging the knowledge and execution gap requires a different solution—a new approach to distributing expertise and simplifying complex, multi-step banking processes. 

Agentic AI: turning individual expertise into institutional intelligence

Many FIs see banking AI as a means to automate routine inquiries, freeing up their staff for more complex interactions. But FIs with an advanced banking AI strategy use agentic AI throughout the interaction—not just to resolve routine inquiries, but to guide their team through the complicated ones. The most sophisticated banking AI takes the formula one step further: turning approved expertise into automated workflows that agents can execute from any screen. 

Think of it like this: with the right banking AI, you won’t just give every team member access to Denise’s expertise while they navigate complex workflows. You’ll give them AI that actually helps complete the complex workflow for them, just as Denise would. 

Execute complex banking workflows with agentic AI

This is what Glia Agentic Workflows was built for. Instead of asking your frontline employee to put a caller on hold and comb through your knowledge base, ask for help from an expert, or escalate to a specialist, Agentic Workflows automates eligible steps, executes approved actions, and offers real-time guidance to help them complete tasks faster, with more accuracy, in one screen.

Consider a common but often tedious banking request: issuing a travel notification. A member mentions during a call that they're headed to Paris next month and wants to make sure their card still works. Instead of transferring the call to a specialist or searching a procedure doc and jumping from CRM to card issuer portal and everywhere in between, any of your agents—not just a specialist—can confidently say, “I’ll get your card cleared for Paris in just a moment.”

Glia Agentic Workflows make this a reality. Glia CoPilot tracks interactions in real-time and suggests a relevant Agentic Workflow based on live conversational context. Once your agent chooses to run the workflow, agentic AI guides them through the process while autonomously handling the steps you decide to automate—from creating the travel itinerary to notifying the card issuer. 

Your institution decides how much autonomy and human approval every given workflow gets at every step—from preparing an action for one-click approval to completing it outright—based on your own risk appetite. This level of control gives you the best of agentic AIand human touch. Now, the judgment and expertise that used to belong to one experienced employee is built into a process everyone follows, consistently, every time.

Changing the relationship between generalists and specialists

What happens when agentic AI helps your employees resolve inquiries faster and with more accuracy? The easy answer might be efficiency: do the same work in less time. The more interesting answer is a fundamental shift in how teams are structured.

Think about a team with a transaction processing specialist that spends 40 hours every week handling wire transfers, ACH check deposits, and account transfers. When any team member can run a workflow that helps them quickly and accurately handle these multi-step processes, your entire distribution of work changes. Now, any generalist team member can handle the complex processes that previously constituted a full-time job for one dedicated specialist. 

This shift gives your institution a surplus of newfound capacity. Employees break out of silos and handle more cross-functional work, giving you agility to address the most pressing priorities facing regional and community banks and credit unions today: from growing loans and deposits to winning the next generation of account holders by strengthening the personalized service that separates you from the megabanks and fintechs. 

Scale expertise, solidify your personalized banking edge

Regional and community financial institutions that excel the next decade will use AI to enhance the human touch their customers and members already know and love. Disconnected systems and siloed expertise detract from that warm, human-focused experience. The right banking AI enables it.

Talk to Glia or learn more about how Agentic Workflows empower your entire team to handle complex inquiries without ever shifting focus from the customer.