Integritas was built to bridge the gap between rigid protocols and the nuances of pre-hospital care.
For decades, EMS Quality Assurance has been a manual, subjective, and often punitive process. Medical Directors and QA Officers are tasked with reviewing thousands of charts, searching for protocol deviations in a sea of data.
The result? Most agencies can only review 5-10% of their calls. This leaves 90% of patient interactions unreviewed, creating a massive blind spot for clinical risk and liability.
We break down this blind spot and the dual-engine solution in The End of the 10% Blind Spot.
Worse, when reviews do happen, they often focus on "tick-box" compliance rather than clinical context. A medic might get flagged for missing a checkbox, even if their care saved the patient's life. This breeds resentment and burnout.
We believe that accuracy without context is unfair, and context without accuracy is dangerous.
That's why we built Integritas with a Dual-Engine architecture. We combine the precision of deterministic code (to enforce protocols) with the nuance of Large Language Models (to understand narratives).
This allows us to review of every call, 24/7. We identify high-risk cases instantly, validate clinical reasoning, and provide actionable feedback that actually helps providers get better.
The principles that guide every line of code we write.
We don't guess. Our Logical Engine ensures that protocol enforcement is black and white, never gray.
We build for the providers in the field. Our goal is to support them, not catch them.
Data trumps opinion. We provide an objective truth that protects both the patient and the provider.
We work alongside Medical Directors to customize our engines to their specific standards.
Chris has spent almost 20 years in EMS, and the problems Integritas solves are ones he has lived: operations, quality and innovation.
He led operations for an agency that ran 200,000 incidents a year. At that volume, quality review became the bottleneck. Charts outpaced the team's ability to review them, and every hour spent on review was an hour taken away from training. QA had drifted into policing, and the people it was meant to help were paying for it.
He also brings to us the experience of leading innovation for a large safety net health system, directing operations and strategy for a 600+ person EMS agency. His work spans capacity planning, a computer-aided dispatch implementation for more than 300 concurrent users, and the evaluation of AI and LLM products for complex legacy environments. He pairs that operational experience with MBA and computer science studies from Georgia Tech.
Integritas is where those threads meet. Chris founded it to move EMS quality assurance from policing to Just Culture, where review makes providers better instead of catching them out, and to make that practical for agencies that can never review every chart by hand.
“We were asking our QA officers to do the impossible: manually review thousands of charts with accuracy. Integritas is the tool I wish I had.”
We're looking for forward-thinking agencies to partner with. Let's build a safer system together.