MEDICAL DATA ANNOTATION & GROUND TRUTH
Clinical AI evaluation and medical data services.
We help healthcare AI companies build clinically reviewed datasets, evaluate model performance and find the errors that matter, with specialist clinicians and PhD data scientists.
Whether your team calls it medical data annotation, labelling or labeling, the aim is the same: clinical data and evaluation you can rely on.
OUR SERVICES
The clinical expertise behind better healthcare AI.
USE CASES
Built for specific problems.
AI Scribe EvaluationClinician review of AI-generated notes for omissions, unsupported statements and safety-relevant errors.Learn more
Medical Imaging AnnotationRadiology, ophthalmology, pathology, dermatology and endoscopy labels from matched specialists, with independent reads and adjudication.Learn more
Psychiatry & Mental HealthPsychiatric and mental health data labelling, risk grading and chatbot evaluation by psychiatrists.Learn more
AT A GLANCE
Compare our services.
| SERVICE | WHAT IT COVERS | WHAT YOU RECEIVE | BEST FOR |
|---|---|---|---|
| Clinical AI Evaluation | Clinical accuracy testing, safety evaluation, clinical LLM evaluation and medical red-teaming. | Evaluation results, clinical error findings and structured reports. | Clinical LLMs, decision support and diagnostic AI. |
| Medical Data Annotation & Ground Truth | Image and clinical text annotation, specialist grading and independent clinical review. | Annotated datasets, reference data, quality assurance and reviewer agreement analysis. | Radiology, ophthalmology, clinical NLP and medical device AI. |
| Clinical Training Data & Expert Feedback | Clinician-authored examples, expert model feedback, RLHF preference data and training data review. | Clinician-authored or reviewed data and structured expert feedback. | Clinical LLM developers and medical foundation-model teams. |
| AI Scribe Evaluation | Clinician review of AI-generated notes against the source consultation. | Error findings by type and severity, and a structured report. | AI scribes and clinical documentation assistants. |
| Medical Imaging Annotation | Grading, localisation and label review by clinicians matched to the specialty. | Clinically reviewed labels, reference datasets and agreement analysis. | Medical imaging and diagnostic AI. |
| Psychiatry & Mental Health | Labelling of psychiatric notes and transcripts, risk and severity grading, and mental health AI evaluation. | Clinically reviewed labels, risk grading and expert-reviewed AI responses. | Mental health technology and digital therapeutics. |
Many projects combine more than one service. We scope the right mix with you.
Let's solve your next clinical AI challenge.
Tell us what you're developing and we'll reply the same working day.