Domain-Native
We speak both software and science — decades inside pharma R&D, not just around it.
Our mission
Digital & AI transformation for drug discovery
We help biotech and pharma teams turn AI and digital transformation into real progress in drug discovery — from strategy through software that runs in production. We build, ship, and run, not just advise.
Build & Operate
We don't stop at slide decks — we deliver production software and keep it running.
AI-First
Practical AI woven into real workflows — agents, ML, and automation that earn their keep.
People
Deep roots in pharma R&D
Engineers and scientists who have built platforms, pipelines, and AI/ML solutions behind drug discovery — at global pharma scale.
Tianhong Zhang, Ph.D.
Founder & Architect
20+ years leading software and AI/ML in pharma R&D — most recently Senior Director of Scientific Software Engineering at Pfizer (2006–2026). Inventor of HELM, the industry-standard notation for complex biomolecules, with deep expertise in molecule data platforms, cloud modernization, and AI-driven drug discovery.
Connect on LinkedIn →Let's talk about your transformation
Product, platform, or infrastructure — we can help.