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AI Documentation: Five Challenges
on the Path to Real-Life Practice

The world is talking about AI. Powerful language models and slick demos make it seem like the future is just a click away. But for the vetOS intelliVET ReportAssistant, it was a long journey from an impressive showcase piece to an AI application that actually works in everyday practice. Because AI only creates real value when it makes everyday practice easier—when it can produce flawless findings in seconds.

On the journey to bringing AI into everyday veterinary workflows, we tackled five core challenges head on:

1. Earning Trust Through Precision

Even today, more than 70% of vets are hesitant to use AI, because they’re worried it might be inaccurate. And we get that. In medicine, precision is everything. Even the most minor error can have major consequences. But here’s the real question: how many errors do humans make, and how good does AI have to be to make a real difference?

Studies show that when copying free text fields, humans make mistakes in around 5–6% of cases. Of course, copying short texts is much easier than writing an entire medical report from scratch after an examination or treatment. vetOS intelliVET ReportAssistant has 95% accuracy. In many cases, that already outperforms human input. Not only that: the AI writes the report in seconds, and automatically generates referral letters and summaries for pet owners.

This is possible because vetOS intelliVET ReportAssistant is trained specifically for veterinary use—with real cases, real structures, and real feedback from the field. Every document undergoes automated quality checks before reaching the vet’s desk. But when it comes to AI, this level of security is only half the story.

2. Data Protection Protected by German Standards

In Germany, data protection is more than a buzzword—it’s the law. And we’re proud of that. Our architecture was built to comply with GDPR from Day 1. That means all our data stay in Germany, and are transmitted and stored in encrypted form. This level of transparency isn’t just a legal necessity, it’s an essential part of building trust with our customers. And we take that seriously.

When the vetOS intelliVET ReportAssistant’s AI listens in, consent matters. But here’s what many misunderstand: you don’t need to ask at every appointment. One single, documented consent form filled out at the initial visit is enough. Most pet owners are on board with the use of AI. They see the benefit, and appreciate the extra attention their pet now receives.

3. Smartly Integrated (Not Standalone) Solutions

For AI to be truly helpful, it has to show up in the right place. Vets juggle complex tasks. At VetZ and ReportAssistant, we believe the best software feels intuitive, runs quietly in the background – and every now and then, makes your day.

The last thing vets need is another login screen or a clunky extra tool. That’s why revolutionary AI tools have to show up where vets already spend most of their time: their practice management software. ReportAssistant’s documentation AI is embedded directly into vetOS view and easyVET—where it belongs. Documentation flows straight into the treatment records—without the dreaded copy-paste.

4. Different Fields of Expertise, The Same Simplicity

No two practices are alike. Orthopedics doesn’t sound like dentistry. A vet speaks differently than a pathologist. AI can’t ignore these differences. It must understand them.

The synergy between ReportAssistant and VetZ makes this possible. Decades of experience and structured knowledge on specialist processes and structures from market leader VetZ meet state-of-the-art AI from ReportAssistant. The result is the leading AI documentation tool for veterinary medicine in Germany. Whether you’re dictating a routine consult, a surgical report, or a dermatology exam, the AI recognizes the context and delivers exactly what’s needed. The AI adapts to the human, not the other way around.

5. Technology That Fades Into the Background

AI should always know what you mean. In the fast-paced rhythm of daily practice, vets shouldn’t always be reminded they’re talking to a machine. That’s why our AI goes beyond speech recognition. It understands what’s relevant, picks up on medical terminology, and automatically files everything where it belongs. Every one of these features is carefully tracked and continuously improved by the vetOS intelliVET ReportAssistant, so the system gets smarter with every use. Because in the end, AI is just a tool. A powerful one, built to make your work easier and give you back what really matters: time for your patients.

About the Author

Gregor von Dulong, AI developer and co-founder of ReportAssistant

Hi, I’m Gregor. I’m an AI developer and one of the co-founders of ReportAssistant. I love seeing how great tech can transform everyday practice, especially how much weight can be taken off a vet’s shoulders. My goal is to create intuitive, smart AI that works for vets, not the other way around.

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