Services Clinical Training Data & Expert Feedback
Bring real clinical expertise into AI development.
Healthcare AI models need relevant medical examples and feedback informed by clinical knowledge.
Clinicians and PhD-led data science work together to develop, review and refine specialist training data, assess model-generated responses and collect structured clinician feedback.
EXPERT FEEDBACK ON A MODEL RESPONSEILLUSTRATIVE EXAMPLE
PROMPT
58-year-old with sudden breathlessness after a long-haul flight. Next steps?
58-year-old with sudden breathlessness after a long-haul flight. Next steps?
MODEL RESPONSE
Likely anxiety. Advise rest and fluids.
Likely anxiety. Advise rest and fluids.
Clinically accurate: No
Safe: No
Complete: No
CLINICIAN FEEDBACK
Pulmonary embolism must be considered and assessed urgently. Rewrite with appropriate escalation.
Pulmonary embolism must be considered and assessed urgently. Rewrite with appropriate escalation.
WHAT WE DELIVER
What we can deliver.
Clinician-authored examples
Clinical cases, questions, answers and specialty-specific material created to agreed criteria.
Expert model feedback
Structured assessment of AI-generated responses by relevant clinicians.
Clinical reasoning examples
Medical scenarios and examples designed around specific development requirements.
Training data review
Specialist review of existing medical datasets for accuracy and suitability.
Specialty-specific datasets
Medical data and feedback tailored to particular clinical domains.
WHAT YOU RECEIVE
- Clinician-authored or reviewed data
- Expert feedback
- Structured medical examples
- Quality-checked datasets
- Clear output formats
TYPICAL CUSTOMERS
Clinical LLM developers
Medical foundation-model teams
Healthcare AI researchers
AI product teams
Companies refining existing models
Need expert clinical training data?
Tell us about your model, your clinical domain and the data or feedback you need.
Discuss Training Data →We provide high-quality clinical inputs to your development process. How they affect model performance depends on your wider data, training and evaluation approach.
Let's solve your next clinical AI challenge.
Tell us what you're developing and we'll reply the same day.