Research

How we build, test, and understand
AI for life sciences.

From the questions
to the evidence.

Benchmarks · Studies · Engineering

Benchmarks

DOSE v1Live

DOSE Benchmark v1

Our first published benchmark. An open, reproducible evaluation with the full method, dataset and per-model results.

Check it out
“We spend less time finding answers. And more time asking better questions.”
Supreet DeshpandeCo-founder and CEO, Synthio Labs
+15.1 pt lead
Select a model for details
DOSE v1 / Newly approved namesView benchmark ↗

We study the parts of pharma AI where a small error has a large consequence

Clinical-grade voice

Pronunciation, medical terminology and adverse-event capture in real-time speech.

Agents in regulated workflows

How agents stay inside approved content, and how to measure when they don't.

Context and identity

Resolving one physician across CRM, claims, medical and congress data.

Simulation and digital twins

When a simulated HCP panel predicts the real one, and when it doesn't.

Everything we've published

Open evaluations we publish and keep running.

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Benchmarks, studies and engineering notes from our team building this.

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