How VyStar Credit Union Uses AI To Speed Code Development
As financial technology reshapes the industry at lightning speed, VyStar Credit Union is proving that credit unions can lead the charge. By embedding AI into its development and mobile platforms, VyStar is creating faster, smarter and more personalised digital banking-while staying true to its mission to “Do Good” for over one million members across Florida and Georgia.
Stephen Jones joined VyStar in 2022 as Senior Vice President of Digital Development and Experience. His remit covers everything from early product concepts to final delivery to members and employees.
“We’ve integrated AI tools directly into our developer environment, or an integrated development environment (IDE): the same places where we design, test and launch code,” Stephen explains. “By embedding AI alongside security safeguards, we ensure every release is faster, smarter and more responsible. It’s about building innovation that our members can trust.”
Founded in 1952 for military members at Naval Air Station Jacksonville, VyStar has grown without losing its cooperative values. As a credit union, VyStar reinvests profits to benefit members and communities. This difference shapes every technology decision, keeping innovation aligned with purpose. .
“Our purpose is to do good,” Stephen says. “It’s a simple concept: we want to do good for our members, good in the communities we serve and good in every digital solution we deliver..”
Rise of mobile-first banking drives personalised experiences
Today, members expect more than balance checks and cleared pay check confirmations. They expect real insights and proactive guidance. For credit unions, matching those expectations is no longer optional.
VyStar is meeting this challenge head-on. Its mobile and online platforms are being redesigned to deliver personalised experiences. The old model – check your balance, see if your paycheck cleared – no longer cuts it. Members today want insights about spending patterns and suggestions for better financial products.
“We’re going from a trend where banking and credit union mobile apps were more about what members would expect,” Stephen says. “Could they look at their balances? Could they see if their pay check had cleared?
“Now, we’re looking at how to get insights from that data so that members can understand their own financial habits, get smart suggestions and feel confident that their credit union is looking out for them.”
Mobile banking has become the primary way many people interact with their financial institution. Federal Reserve data shows mobile usage climbing across all age groups, with younger members conducting nearly all banking through apps.
This is why it’s so important for VyStar to provide consistent experiences across every digital touchpoint. Whether a member checks rates on the website or logs into the mobile app, VyStar ensures the experience is seamless and intuitive. Many financial institutions struggle with fragmented platforms that frustrate users, but VyStar is eliminating that friction to create a unified digital journey.
Today’s members have grown up with technology at their fingertips. They expect their credit union to deliver the same smooth experience they get from leading consumer platforms.
“Many of our membershave had digital as a part of their lives from their earliest memory,” Stephen says. “That expectation shapes everything we do. We’re building experiences that feel natural, intuitive, and ready for the way people live and bank today.”
Stephen avoids calling this digital transformation. That term suggests a beginning and end, he argues, when technology has become fundamental to everything VyStar does.
“The reason I don’t use that term is because it indicates a starting and a stopping point,” he says. “We’ve passed the precipice where digital now has to be inherent to everything that you do.”
VyStar still operates physical branches and continues a strong community presence. But even these activities now involve digital elements, from branch staff using tablets to assist members to community partnerships teaching coding skills as they prepare the mentor the next generation of leaders
Technology partners fill capability gaps
Credit unions cannot build everything themselves. Rather than build every capability in-house, VyStar works with strategic partners who bring specialised expertise, allowing VyStar to stay focused on members while accelerating innovation
One example is CapTech, which handles systems integration and strategic development for VyStar. CapTech covers hands-on technical work and higher-level planning, helping the credit union align technology with business goals while meeting regulatory requirements.
“CapTech provides a wide range of support, that can be everything from helping to directly integrate to enhancing the systems that we have,” Stephen says. “They can get their hands on infrastructure and code, support our existing employee base and help us drive forward any number of initiatives.”
CapTech also advises on strategy, helping VyStar think through technology decisions within broader business contexts: guidance which becomes valuable when evaluating emerging technologies that carry both opportunities and risks.
“They can also pull up a level and help us with a strategy,” Stephen says. “We set a digital strategy, a digital vision that aligns with the company vision.”
MX Technologies tackles a different problem: making mobile banking clearer to understand. The company’s tools clean up transaction descriptions and provide spending insights. Instead of seeing cryptic codes after swiping a card, members get clear information about where they spent money.
“If you’ve ever swiped your credit card or debit card at a gas station, and look in your mobile banking app, you might see some kind of combination of letters and numbers that you know this is probably the charge from the gas station, but you can’t quite tell what it is,” Stephen says.”MX takes that noise and translates it into something meaningful, so members immediately recognise the charge.”
Beyond cleaning up data, MX analyses transaction data to help members understand spending patterns and find suitable financial products. The partnership lets VyStar offer features typically associated with larger banks without building everything from scratch.
“Because of the way that they can look at the data, and the way we can build their software into our app, we’ll be able to start providing more meaningful insights,” Stephen says.
VyStar also partners with community groups on STEM education. The credit union works with Tech Sassy Girls, teaching coding to middle schoolers while building future talent pipelines for financial services.
Security built into development process
Financial institutions walk a tightrope between regulatory compliance and competitive speed. Traditional approaches that treat security as a final checkpoint can slow development cycles just when competitive pressure demands faster feature releases.
VyStar takes a different path. Security is embedded from the start of development, with controls and safeguards built into every stage of the process. This prevents bottlenecks while ensuring thorough compliance.
“One of the easiest things I think you can do is start building security and compliance into your design process,” Stephen says. “Whether you’re a waterfall shop or an Agile operating methodology, you can bring those people in when you’re designing features or making roadmaps.”
At VyStar’s headquarters, Stephen and the head of application security work in adjacent offices. Instead of scheduling formal security reviews that can delay projects for weeks, Stephen can walk over and resolve questions immediately.
“It’s not uncommon for me to just walk out my door, go over, knock on his, ask if he has five minutes and tackle something really quickly,” Stephen says.
This human element becomes particularly important as VyStar implements AI tools that raise new compliance questions, with regulators scrutinising how banks use AI, requiring clear governance and audit trails.
VyStar plans six-year technology roadmap
Looking to the future, Stephen is looking beyond Vystar’s immediate needs to consider its long-term positioning. Today’s technology investments must provide foundations for Vystar’s future capabilities, rather than requiring complete replacement down the line.
To stay ahead Stephen continually researches new trends, explores emerging tools, and gathers insights from industry partners. This information feeds into strategic planning and helps identify trends before they become widespread.
“I really like to learn. I absolutely love just consuming information,” he says. “For me, it’s about taking in everything that’s happening in the industry and connecting it back to the priorities that we have, and what we’re hearing from our members.”
To give the best experience possible for its members VyStar plans both short-term and long-term, balancing immediate member needs with future competitive requirements. Credit unions must invest in capabilities that maintain their position while preserving community focus that differentiates them from profit-driven banks.
“How are we planning for the next six months, but then how are we planning for the next six years?” Stephen concludes. “If we’re not doing something now that’s going to be the right foundation or the right stepping stone to get us there, we probably need to rethink our priorities and make sure we’re aligned to that goal.”

