Healthcare
Healthcare is under pressure to modernise, and the technology to do it is there. But in a regulated industry where patient safety and data privacy are paramount, building software the right way matters as much as building it fast.
At Panenco, we build AI-native, GDPR-compliant software for clinical teams, from structuring unstructured medical data to matching patients to trials. We work closely with domain experts to make sure the technology serves the people using it, not the other way around.
Regulated environments are where we do our best work. If you need a partner who takes compliance as seriously as you do, we'd love to talk.
Trusted in this sector
AI patient-trial matching
- Medical LLMs that interpret eligibility criteria and patient profiles
- Privacy-first screening that collects only relevant data
- Regulatory-compliant data handling throughout the pipeline
- Dual interface: patient-facing bot and researcher-facing workflow tool
Clinical data structuring
- Conversion of unstructured medical text into structured, queryable data
- Integration with existing EHR and clinical systems
- GDPR and HIPAA-aligned data handling
- Significant reduction in manual data entry for clinical teams
Simulation & verification for regulated hardware
- Web interfaces for safety-critical simulation and hardware-in-the-loop testing
- Requirements traceability and quality gates aligned to enterprise standards
- Close collaboration with specialist engineering teams on site
- Secure, reliable tooling where failures in the field are not an option
Immersive AI patient education
- Interactive campaign experiences that engage patients through motion and touch in real time
- Personalized health education delivered in under 30 seconds within clinical environments
- Modular hardware and reusable software architecture for multi-location rollout
- Stigma-free messaging design aligned with strict healthcare communication guidelines
Free resource
Panenco use case guide: healthcare
A practical overview of the AI and software use cases we've implemented in healthcare. Real examples, real outcomes.