AI researchers and pharma professionals working together

We build AI tools and research services for pharma teams and investors. Our team works from San Francisco and Dubai.

Leadership

Andrey Doronichev

CEO

Previously Director of Product, Google

Luba Greenwood, J.D.

President

Previously Roche, Pfizer, Google

Vlad Vinogradov

VP, AI

Previously Intel, Beiersdorf, Eora

Roman Doronin

VP, Engineering

Previously Eora Data Lab

Ilya Yasny, PhD

Scientific due diligence

Previously Inbio

Dmitry Kobyzev, PhD

Commercial due diligence

Previously PwC

Backed by

From evaluating drug assets to planning a launch

Live today

Scout

Identify drug assets that meet your scientific and commercial criteria.

Evaluate

Review the evidence, compare assets, and identify risks and open questions.

Launch

Compare positioning options, map patient journeys, and review market data to support launch planning.
Planned capabilities

Grow

Track market share, treatment uptake, and competitor activity.

Defend

Plan for loss of exclusivity with research on potential market entrants.
We improve our research workflows through evaluation and expert feedback. Our agreements with each client define how we use and protect their data.
Where we came from

Our roots in drug discovery

We started by building models to search large compound libraries, working with academic collaborators and publishing the methods and results.
That work also showed us how much research goes into choosing drug assets, indications, and markets. We applied our experience in AI and scientific evaluation to these questions, building tools for the commercial side of pharma.
Cell Chemical Biology
·
2026

BIOPTIC B1 Identifies Novel Miro1 ligands for Friedreich's ataxia — Stanford-led Cell Chemical Biology Study

JCCIM
·
2025

BIOPTIC B1 Ultra-High-Throughput Virtual Screening System Discovers LRRK2 Ligands in Vast Chemical Space

ASCO Pubications
·
2025

AI molecular search engine paired with RNA sequencing analysis to develop potent and selective VEGFR-3 inhibitors

Tell us about your project

Tell us about your research question and deadline. We’ll follow up to discuss the scope, deliverables, and timing.

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