Multimodal corpus design
Cohort, modality and taxonomy design aligned to your intended model behaviour.
End-to-end delivery
Data programmes built around your model.
From foundation data through alignment, safety and clinical validation, Rise Health brings one governed delivery system to the full AI lifecycle.
01Pre-training
02Post-training
03Evaluation
01
Pre-training
Give the model a better clinical foundation.
We curate domain-relevant, rights-cleared corpora across clinical language, imaging, speech, documents and physiological signals.
Data sourcing & curation
Responsible acquisition, de-identification, normalisation and deduplication.
Specialist annotation
Clinical concepts, entities, relations, findings and longitudinal events.
02
Post-training
Align performance with clinical reality.
Expert-led instruction, preference and evaluation datasets help models reason safely in high-stakes healthcare contexts.
Supervised fine-tuning
Clinician-authored prompts, responses, rationales and structured outputs.
Preference data
Pairwise ranking and rubric-led critique for domain-specific alignment.
Safety evaluation
Adversarial testing, failure analysis and high-risk scenario coverage.
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 →