How GenAI Can Uplevel Your Bank’s Financial Literacy Program
By Ben Udell, Contributor at The Financial Brand
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If you’ve spent any time in a bank or credit union, you’ve probably been asked to teach financial literacy. A local middle school needs someone to talk to seventh graders about saving. The library wants a session on first-time homebuying. Your branch manager volunteered the team to run a workshop for a small business event at the chamber.
Financial literacy is a vital engagement opportunity that connects bankers to their community. Trey Warren, VP Director of Treasury Operations at Sovereign Bank, helps lead financial literacy engagements in his community. ‘Financial literacy is one of the most direct ways we can serve our community. You’re not selling anything in that room. You’re trying to help someone make a better decision with their money, and that builds a kind of trust. It’s also really rewarding for me personally.
But at the same time, bankers across community banks and credit unions often get tapped to deliver financial literacy with no curriculum, no formal training, and not enough hours to prepare.
Key insight: GenAI changes the math. It becomes a curriculum designer, a content creator, and a practice partner, making it possible to run sessions that adapt to your audience, drive real engagement, and support your employees tasked with this important community activity.
GenAI tools like ChatGPT, Microsoft Copilot, and Google Gemini can do three things very well for financial literacy:
- Build content tailored to a specific audience in minutes.
- Design sessions that turn passive listeners into active participants.
- Train you to deliver content more effectively before you ever walk into the room.
This article walks through all three, with ready-made prompts you can use today.
Financial Literacy Content is Easy, Execution to Diverse Audiences is Hard
Walk into most financial literacy sessions and you’ll see the same pattern. A banker at the front of the room. A deck of generic slides. A 45-minute monologue covering the differences between checking and savings, the magic of compound interest, and a closing slide on credit scores. Everyone nods. Almost no one acts on it.
Most financial literacy fails because the delivery is generic. The content was written for everyone, which means it was written for no one. Seventh graders are getting the same talking points that small business owners get, but with a banker riffing to make it more relatable. There is no story, no role play, no moment that makes anyone lean in.
“People are polite, they nod, and then nothing changes.” reflects Trey Warren. “That’s the version I’ve spent years trying to get away from. It’s great to make a bigger impact on people’s lives.”
This is where GenAI becomes a game changer, enabling the banker to become a stronger presenter with more relevant content. GenAI can create at the right reading level and translate jargon into stories. It can build a quiz, a handout, a coloring page for younger audiences, or a small business case study for older ones. It can simulate the exact questions a skeptical participant is going to ask, then prep you to answer them.
Prompts to Build Better Content, Faster
Start with content because that’s where most bankers get stuck. Most financial literacy fails because it’s too generic, not tailored to the audience, and not memorable. Bankers just don’t have the time to create fresh content for each event. GenAI fixes all three. Speed, customization, and creativity are exactly what GenAI is good at. “The sessions that work are the ones where people are doing something, not just listening. The minute you get someone working through their own budget or arguing about a real scenario, you’ve got them” says Warren.
Use the four prompts below to build content that fits the actual audience in front of you.
Audience-First Content Design
Use this prompt when you know the topic but want the content tailored to the audience. Instead of asking GenAI to write a session, you’re asking it to interview you first.
Prompt: “Ask me questions to define the audience for a financial literacy session, including age, knowledge level, setting, and time available. Then create a financial literacy module on [insert topic] tailored to that group. Include three real-life examples, two simple analogies, and one short activity participants can do in pairs.”
Use Existing Content as Source Documents
Most banks and credit unions already have product brochures, internal training documents, blogs, newsletters, or compliance-approved content. Don’t rewrite from scratch. Let GenAI work from what you already have.
Prompt: “Using the materials I’m attaching [paste links, PDFs, or policy documents], create a financial literacy lesson on [insert topic]. Simplify the language for [insert audience], extract the three most practical takeaways, and rewrite anything that sounds like marketing copy in plain English.”
Deliver Visual and Creative Content
Most financial literacy decks look the same. GenAI can generate the kind of supporting materials that make a session feel different. Coloring pages for younger audiences. Simple infographics. Story-based scenarios. Handouts that are actually worth taking home.
Prompt: “Create a set of visual concepts and image prompts that could be used to teach [insert topic] to [insert audience]. Include ideas for one coloring page, one diagram, one infographic, and one handout. For each, describe the design clearly enough that I could create it myself or hand it to a designer.”
A Built-Out Presentation
Sometimes you just need slides. Don’t start with a blank deck to edit. GenAI tools through Microsoft Copilot and Claude continue to improve their design and presentation building skills.
Prompt: “Create a 10-slide presentation for a financial literacy session on [insert topic] for [insert audience]. Include speaker notes for each slide, two real-world examples, and one interactive moment built into every section. Format the speaker notes so I can read them aloud or use them as a reference while I’m presenting.”
Progress From ‘What to Say’ to ‘How to Run the Room’
Content is the easy part; the harder part is what happens in the room. Bankers can easily default to lecture mode because it feels safe. Plus, many bankers have not had time to prepare, nor are they trained in how to present or teach.
GenAI can fix the lecture-heavy default. Use it to script sessions that include role play, scenarios, group interaction, and live questions.
A Full-Session Script
GenAI can quickly take your content and create a script, defined for an audience, and paced out to the time allotted.
Prompt: “Create a 45 minute financial literacy session plan on [insert topic] for [insert audience]. Include timing for each section, transitions between sections, the three to five core talking points, and at least three interactive elements distributed across the session. Format it so I can use it as a run sheet during the session itself.”
Build the Quiz, Game, or Activity
Creating interactive opportunities involves the audience. Done right, a quick quiz or game becomes the most memorable part of the session.
Prompt: “Create an interactive activity to test understanding of [insert topic] for [insert audience]. It should take about 10 minutes, work in groups of three to five, and include a clear way to surface the right answers without making anyone feel called out. Include questions, answers, and short explanations I can use to debrief.”
Create Engaging Support Materials
GenAI is often only held back by your imagination. You can easily, and quickly, create new materials to engage your audience.
Prompt: “Create a one-page coloring sheet to help 2nd graders learn about the different denominations of coins and bills.”
Prompt: “Create an infographic that shows the power of compounding money when a senior in high school saves $50 per month in a savings account with a rate of 2% for 10 years.”
Prompt: “Give me 10 other ideas I can consider for interactive content.”
Warren’s personal growth mirrors many bankers. “I’ll be honest, I was nervous the first few times. I’m a treasury guy, not a teacher. What helped most was rehearsing out loud and getting comfortable with the questions before I ever walked in. You can know your topic cold and still freeze when someone asks something you didn’t see coming. The work you put in before the session is what makes you look natural in it.”
Train Like a Pro Before You Walk Through the Door
Many bankers take on the task because they were asked, or because they enjoy helping people with their finances. But most bankers delivering financial literacy sessions aren’t professional educators. They’re bankers who have a relationship-building motivation, a content slot to fill, and a healthy fear of public speaking. Most have never been coached on how to run a room, and many have never given a speech in front of a room full of people.
This topic is especially important for managers. Representing your bank or credit union well starts before the financial literacy session. AI is unusually good at coaching for this exact use case, especially when partnered with a manager or mentor who can tailor coaching to the banker. Use these prompts to prep yourself, or your team, before any session.
Role Play and Decision Scenarios
Real learning happens by doing. A role play forces participants to engage and think critically, all in a safe space. Quality role playing is one way to engage learners. Managers can quickly create scenarios to help their team prep.
Prompt: “Create a role-play scenario where a branch manager can help a banker lead a financial literacy session on [insert topic]. Build in three decision points where the banker has to choose between two or three options they might be presented with in their session. For each option, describe the realistic outcome. Include a debrief discussion guide for me to use afterward.”
Practice Live Q&A Before You Get There
The best way to prepare for hard questions is to anticipate them. GenAI can play the audience, generating tough, challenging questions, that give an opportunity for a banker to practice before they’re live on stage.
“Act as a participant in a financial literacy session for [insert audience]. Ask me ten realistic questions about [insert topic] that this audience would actually ask, including the awkward ones, the off-topic ones, and the ones rooted in misinformation. After each question, suggest a strong, plain-language answer I could give.”
Build a Personal Training Plan
Treat your prep like you’d treat any other professional skill. Have a plan tailored to the banker, helping to improve their skills and reduce speaking anxiety.
Prompt: “Create a simple training plan for a banker who needs to deliver a 45 minute financial literacy session on [insert topic] in two weeks. Include preparation steps, three practice exercises, and five delivery tips specific to the topic. Format it as a checklist I can work through over the next 14 days.”
Live Practice Simulation
This is the prompt most bankers will be surprised by. Record your practice session and take that dictation, or transcript, and ask for guidance and insight from your GenAI tool.
Prompt: “Review the transcript and compare it to the session description [insert session description]. Give me insights on how I align with the session description, recommend suggestions, and provide insights on my tone and how clearly I’m speaking to the audience.”
What This All Adds Up To
Financial literacy is one of those obligations that sits in the in-between. Important enough that bank and credit union leadership wants you doing it. Not formal enough that anyone built you a curriculum, gave you a coach, or carved out real prep time. Many bankers default to whatever the previous person did, run through generic slides, and hope they connected.
You can do better than that, and GenAI is the reason it’s now possible, and easy. Better content, tailored to the actual audience in front of you. Sessions that include role play, scenarios, and real questions instead of monologue. Real preparation the night before, with a coach who doesn’t judge you. And maybe, when the audience and setting line up, real CRA credit for the work.
Warren has a great reminder for anyone who’s doing financial literacy in their community. “You don’t have to be a great speaker to do this well. You have to care enough to prepare. Everything else follows. Every session is a chance to help someone and show your community what you stand for.”
