At Axuall, we have always believed that innovation isn’t a milestone you reach; it’s a muscle you have to keep training. As companies grow, it is easy for the frantic, brilliant chaos of the early days to give way to structured roadmaps and predictable routines. Recently, we decided to hit pause on the daily sprint cycle and return to our startup roots.
Enter Haxuall: our first company-wide hackathon.
Over a single day of focused building, seven cross-functional teams stepped away from their normal work to tackle real customer problems, internal friction points, and ambitious new ideas. Engineers partnered with product managers, client services, architects, and engineering leaders to see how much progress could be made in just a few hours.
The results exceeded expectations.
What emerged wasn’t just a collection of prototypes. It was a demonstration of how modern AI tools, paired with talented teams and clear business problems, can dramatically accelerate innovation.
The Startup Mindset Never Left
It is easy to talk about maintaining a startup culture. It is much harder to create the conditions that allow it to thrive.
Haxuall was designed to do exactly that.
Teams were given the freedom to bypass traditional planning cycles, collaborate with colleagues they don’t normally work alongside, and focus on a single question:
“What would we build if we could start today?”
The result was a day filled with experimentation, creativity, and rapid problem-solving. Participants truly enjoyed collaborating with each other to build something from the ground up.
My favorite part was the collaboration — it allowed client-facing teams to throw out their wish list and see what ideas came to mind for execution.
The event reminded us that some of the best ideas emerge when engineers, product managers, and customer-facing teams work side by side to solve problems together.
AI as a Catalyst, Not the Destination
One theme emerged across nearly every project: AI dramatically reduced the effort required to move from idea to working software.
Rather than spending hours on boilerplate code, setup, and repetitive implementation work, teams were able to focus on solving problems, refining ideas, and rapidly iterating.
The impact was visible throughout the day.
One team built “Company Brain,” an AI-powered system designed to transform information scattered across Slack, Jira, and pull requests into a living company knowledge base. Automated agents ingest information, synthesize key facts, and organize them into continuously evolving topics, helping preserve institutional knowledge and making it easier for both employees and AI systems to access organizational context.
Another team created a Chrome extension that uses provider-verified data to automatically populate credentialing forms on external websites. The prototype demonstrated how provider identities, licenses, and certifications could be mapped directly into third-party systems, reducing repetitive data entry and streamlining administrative workflows.
A third team tackled what they called the “Scroll of Doom” — the challenge clinicians face when trying to find expired credentials, failed verifications, and other issues buried within lengthy credentialing checklists. Their solution introduced a smart summary experience that immediately highlights items requiring attention and links users directly to the relevant sections.
Other teams focused on exposing provider onboarding progress through public APIs, automating bug triage and code generation workflows, improving permissions management, and creating automated data quality validation tools.
Many of these projects were conceived, built, and demonstrated within a single workday.
Why Healthcare Innovation Requires Experimentation
Healthcare technology is filled with complexity.
Credentialing, onboarding, compliance, integrations, and data management all involve highly regulated workflows that cannot simply be “moved fast and broken.”
At the same time, complexity cannot become an excuse for stagnation.
Many of the projects showcased during Haxuall addressed real-world challenges faced by healthcare organizations, providers, and internal teams. From simplifying clinician workflows to increasing transparency into credentialing progress and improving data quality, the projects were grounded in practical problems with measurable impact.
By creating a safe environment for experimentation, we were able to explore ideas that might otherwise take months to evaluate through traditional planning processes.
Watching our teams build real solutions in a single day reminded me why we started Axuall. The energy in that room wasn't just about clever technology; it was about people who genuinely care about getting clinicians to patients faster. When you pair that kind of talent with a mission this important, you see just how much we can accomplish
Some of these projects may evolve into future roadmap initiatives. Others may simply influence how we think about solving problems moving forward.
Both outcomes are valuable.
Building the Future Together
One of the most rewarding aspects of Haxuall was seeing how effectively cross-functional teams could collaborate when focused on a shared goal.
Client services brought customer pain points.
Product teams provided context and direction.
Engineering leaders helped teams stay focused and remove obstacles.
Engineers transformed ideas into working software.
The result was not just innovation. It was alignment.
When everyone shares ownership of solving customer problems, progress happens faster.
Culture is a Product Too
Ultimately, Haxuall reminded us that culture is a lot like software. It requires continuous investment, iteration, and improvement.
Giving teams the freedom to experiment didn’t just produce prototypes. It reinforced the curiosity, creativity, and collaboration that helped build Axuall in the first place.
Several projects are already being evaluated for future development, and we’re excited to see what emerges from future Haxuall events.
Because innovation isn’t something you achieve once.
It’s something you practice.
Every day.