Summary
AI is transforming parking operations, but successful adoption requires more than technology. It takes resilient leadership, clear communication, and a plan for when automation meets the real world.

Leading Through Change
AI is everywhere right now. New tools, new capabilities, new opportunities.
What’s discussed less often is what happens after implementation.
How do teams adapt? What happens when a process doesn’t work exactly as expected? How do leaders keep operations running smoothly while navigating change?
Those were the questions Tammy Baker and James Paden explored during their session, Operational Leadership in the Age of AI, at T2 Connect 2025.
The conversation wasn’t about whether AI belongs in parking operations. It does. Instead, it focused on what it takes to implement new technology successfully while keeping people, processes and customer experience at the center.
Resiliency Is Built Before You Need It
Tammy opened the session by defining resiliency in practical terms: the ability to adapt when things don’t go according to plan and keep moving forward.
That matters because no technology implementation is perfect. New tools create new opportunities, but they also introduce new challenges. Resilient organizations don’t expect everything to run flawlessly from day one. They prepare for change, communicate through uncertainty, and stay focused on outcomes.
One of the most important leadership responsibilities during periods of change is communication.
When information is limited, people naturally fill in the blanks themselves. Consistent communication helps teams stay aligned, reduces uncertainty, and creates trust throughout the adoption process.
Evaluating AI Through an Operational Lens
James shared a simple but effective framework for evaluating AI initiatives:
- Is it worth doing?
- Is it possible to do well?
The first question focuses on value. What operational challenge are we solving? How will this improve the customer experience, increase efficiency, or support business goals?
The second focuses on execution. Do we have the right technology, processes, and resources to make it successful?
It’s easy to get distracted by what’s new. Strong operators stay focused on what delivers meaningful results.
At Parker Technology, we’ve seen the greatest success come from organizations that test thoughtfully, learn continuously and evaluate technology based on outcomes rather than excitement.
Just as importantly, leaders should ask another question: What happens when automation encounters an exception?
Because eventually, it will.
The strongest operations don’t rely solely on technology. They combine automation with human expertise, ensuring there’s always a path forward when a situation requires judgment, empathy or problem-solving.
Communication Connects Technology and Operations
A recurring theme throughout the session was the role communication plays in successful technology adoption.
Technology teams, operational teams, frontline staff and leadership experience change differently. Without clear communication, it’s easy for priorities and expectations to drift apart.
Tammy highlighted three principles that help keep teams aligned:
- Communication
- Respect
- Shared accountability
When those elements are present, adoption becomes a collaborative effort rather than a top-down initiative.
James reinforced the importance of setting clear goals before implementation begins. Teams need to understand not only what is changing, but why it’s changing and how success will be measured.
Without that clarity, even promising technology can create unnecessary friction.
Go-Live Is the Beginning
One of the most valuable takeaways from the session was a simple mindset shift:
Implementation isn’t the finish line.
It’s the starting point.
Real learning begins once a system is in use. That’s when organizations discover how technology performs in real-world conditions, where friction points exist, and what adjustments are needed.
Successful leaders don’t view post-launch challenges as failures. They view them as opportunities to learn, refine, and improve.
As Tammy noted, the goal isn’t to explain away problems. It’s to help teams stay aligned, make adjustments, and continue moving forward.
What Resilient Programs Have in Common
As the session concluded, Tammy and James shared several characteristics they consistently see in successful organizations:
From a technology perspective:
- Focus on value over hype
- Build strong partnerships
- Keep the end user at the center of decisions
From a leadership perspective:
- Communicate early and often
- Foster strong cross-functional relationships
- Maintain a clear plan for handling exceptions
Together, these principles point to an important reality: successful organizations don’t simply adopt AI. They lead through it.
That requires visible leadership, ongoing collaboration, and a willingness to adjust when conditions change.
The parking industry continues to evolve quickly. The organizations that thrive won’t necessarily be the ones with the newest technology. They’ll be the ones that combine innovative tools with strong operational discipline, clear communication, and a commitment to exceptional customer experiences.
At Parker Technology, we believe the future of parking operations isn’t technology alone. It’s technology supported by people who know how to handle the moments automation can’t. By combining smart tools with human expertise, operators can resolve exceptions faster, protect revenue, and deliver better customer experiences at every step.
To help operators bridge the gap between automation and human expertise, we recently launched Ambassador, Parker Technology’s AI agent for customer assistance.
Learn how Ambassador can help your operation deliver faster resolutions, protect revenue and improve the customer experience.

James Paden
CPO
James Paden is the Chief Product Officer at Parker Technology, where he leads product strategy and innovation – including the development of Ambassador, Parker’s new Voice AI Agent. He brings 25 years of software development and product experience to the role, with a track record of identifying emerging technologies and building products that stick.

Tammy Baker
COO
Tammy Baker has 25 years of experience in process improvement, team management, systems, change management, training and inventory control. She holds a B.A. in Organizational leadership and Supervision from IUPUI.