High-quality, clinically validated, demographically representative training data — plus the team to clean, enhance, and augment the data you already have. So you can focus on building safer, more impactful models.
Frontier models can recite a drug's chemistry yet fail to complete an EHR note or triage a complex case the way a clinician would. The missing ingredient is clinically grounded human signal at scale — delivered, or repaired, to spec.
Curated, expert-labeled, bias-audited, and delivered with the provenance and demographic coverage your regulators will accept.
We take the messy, narrow, mislabeled data you already hold and clean, augment, and rebalance it into something a model can safely train on.
Our operating model is designed around that from day one — so the data you train on is defensible to your regulators.
De-identification and access controls across every workflow.
Documented consent chains and source traceability for every record delivered.
Data-residency and privacy compliance for international customers and datasets.
Independent clinical and regulatory advisors review dataset design and validation.
We document what the data cannot do — not just what it can.
One vertical, clinical depth. We don't moonlight in a dozen others.
Share the clinical use case you're building toward and where you are in the regulatory pathway. In weeks, you can fill a data gap — or get an independent read on where your data and model stand against clinical and regulatory expectations.
Talk to us → hello@carmenta.io