The challenge
What organisations face
Clinicians spend a large share of each day on documentation, often after hours. Free-text notes vary in structure, coding suffers, and burnout rises. Off-the-shelf transcription tools rarely fit local templates or electronic record workflows, and many raise unresolved questions about patient data handling, consent and clinical safety.
The solution
What VulcanTech engineers
VulcanTech would engineer a pipeline that captures consented consultation audio, transcribes it with medical-vocabulary speech models and uses a governed large language model to draft structured notes, problem lists and suggested codes in the organisation's templates. Clinicians edit and sign off within the record system. Data stays in controlled infrastructure, with audit logging and clinical safety documentation.
Expected outcomes
What changes for the business
- Less time spent on notes after clinics
- More consistent, structured documentation
- Clinicians remain the final authority on every record
Capabilities
Service lines involved
- Generative AI & LLM EngineeringEnterprise generative AI grounded in your knowledge, evaluated rigorously and governed for production use.
- Foundation Model Integration & Fine-TuningFoundation models embedded in your products and operations, adapted to your domain where the evidence supports it.
- Cybersecurity & ResilienceSecurity assessment and adversarial testing scoped to your real attack surface, with clear remediation priorities.
Healthcare & Life Sciences
Related use cases
- AI-assisted imaging triageComputer vision models that prioritise imaging studies with suspected urgent findings, so radiologists review the most critical cases first.
- Suspected urgent findings reach radiologists sooner
- Consistent prioritisation across sites and shifts
- Digital patient access and schedulingPatient apps and conversational assistants for booking, reminders, pre-visit forms and queries, connected directly to scheduling and record systems.
- Fewer routine calls reaching administrative teams
- Lower missed-appointment rates through timely reminders
- FHIR interoperability layerA standards-based integration layer that exposes clinical and administrative data through FHIR APIs, connecting legacy systems, apps and partners securely.
- New integrations delivered against one consistent standard
- Access to patient data governed and auditable
Free discovery session
Explore ambient clinical documentation for your organisation
Tell us what you're building. You'll hear back from an engineer, not an inbox.
- 1We reply within one business day to set up a 30-minute call.
- 2A senior engineer — not a salesperson — walks through your problem.
- 3You get a scoped proposal with timeline and cost. No obligation.
New projects & sales
[email protected]Existing clients & support
[email protected]