Healthcare / Clinical text

Language data grounded in care delivery.

Create models that can understand clinical shorthand, longitudinal context, uncertainty and the difference between plausible text and supported evidence.

Use cases

Structured for the task your model must perform.

Datasets can support ambient documentation, coding, summarisation, clinical search, question answering and agentic record review.

EHR & clinical notes

Entity, relation, temporality, coreference and event annotation.

Medical reasoning

Expert-authored cases, evidence chains and calibrated conclusions.

Conversation & speech

Clinician–patient dialogue, dictation and specialty terminology.

Quality

Clear rubrics. Qualified review. Measured agreement.

We combine guideline calibration, gold tasks, dual review and adjudication for the portions of the data where clinical nuance matters most.

Start with the specification

Bring us the hard data problem.

Share your modalities, target population, quality thresholds and delivery window. Our team will return a structured programme approach.

Talk to our bid team →