Medical
Clinician led medical data annotation.
Radiology, dental and endoscopy annotation through our clinical network, plus review of healthcare AI agents by reviewers trained in medical terminology.
From the scan to the patient call
Every part of the workflow where we can take work off your team.
Imaging
Clinical text
Model evaluation
Patient facing agents
We work with X ray, CT, MRI, dental, endoscopy video and clinical text.
What we label
Every class is written into a guide with your team before the first batch. Files come back as COCO JSON, YOLO, Pascal VOC, CSV, JSONL or your own schema.
Medical imaging
Radiology
Segmentation and bounding box
Nodule, fracture, lesion, organ
Dental
Segmentation and class
Caries, restoration, tooth number, bone loss
Endoscopy video
Bounding box and time span
Polyp, bleeding, instrument
Clinical text
Notes and records
Entities and class
Condition, medication, dose, procedure
Identifiers
Redaction
Name, date, record number
Calls and agent traces
Agent behaviour
Rubric and error type
Booking details, identity, tool call, confirmation
How we test the model
The tests that matter for medical models, and what you get back from each.
Clinical answer review
Model answers checked by clinicians in our network for correctness and safety.
You get backError types, unsafe answers
Agent and judge audit
Each call scored on 10 dimensions, including whether the AI judge was right.
You get backAgent failures, judge failures, first failing step
Reader agreement
Images read by more than one annotator where the task needs it.
You get backAgreement by finding
Where medical teams start
Problems teams bring us, and the first piece of work we would scope.
Your imaging model needs labels from people with clinical training.
What we doRadiology, dental and endoscopy labels through our clinical network.AnnotateAn AI judge scores your patient calls, but nobody checks the judge.
What we doReviewers trained in medical terminology score the agent and the judge, call by call.Evaluate & alignClinical notes hold the data you need and identifiers you cannot keep.
What we doEntities extracted and identifiers redacted before the data reaches your team.AnnotateRelated work
Tell us what your medical model needs.
Send a small batch and get it back done, free, usually within 24 to 48 hours. You judge the work before you pay for anything.