Billy Wang
Co-founder & Chief Executive Officer
7+ Years of Experience in Life Science Strategy and Commercialization
- Prev. at Exelixis and CRA
- M.S. in ChemE from MIT
Agentic Strategy for Life Sciences
Convert the world's unstructured science into decisions your team can act on with automated workflows powered by Capsule AI.
Deployed across life science organization and teams
*Names withheld under CDA
Embedded Workflows
Capsule automates the slowest, most fragmented parts of strategic work.
The system learns your therapeutic focus, competitive position, and decision cadence to deliver outputs shaped to how your team operates.
Congress Coverage
Live, multimodal coverage of 200+ academic and medical congresses. 100x expansion of your team's effective field of view. No more waiting on the next CI digest.
Market Intelligence
Continuous, global coverage. Including deep, native-language signals from China, EU, Japan, and other markets that English-only systems miss. Custom, prioritized briefings delivered to inbox.
Market Research
End-to-end primary research, accelerated. From discussion guide / survey through fielding, analysis, and report. Deploy our Research Voice Agent at scale and complete studies in a fraction of traditional timelines without sacrificing methodological rigor.
Platform Product
The core models and agentic infrastructure underneath Capsule. Each one purpose-built for life sciences, each one deployable on its own where your teams need it most.
Pharma Voice Agent
Life Sciences Voice AI for HCP, patients, and field-force engagements. The only voice agent updated on the latest publications and trained on real treatment context. Fluent in standard-of-care, emerging therapies, and the full treatment architecture for each disease area.
Scientific OCR Model
Extracts data directly from the figures and images. Best-in-class on bio-domain graphics. Trained on human-labeled, domain-specific corpora of Kaplan-Meier curves, swimmer plots, spider plots, forest plots, and other statistical graphs.
Domain Embedding Model
A life-sciences-native embedding model trained on scientific literature. It understands MOA, biomarker, indication, and competitive context. The retrieval substrate underneath every Capsule AI workflow.
Deploy Inside Your Stack
Capsule AI is your context system of record. A unified stack of data, models, and workflows, purpose-built for the actions life sciences teams actually take.
Plug Capsule AI's multimodal capabilities directly into your existing cloud infrastructure and internal data lakes without moving sensitive data out (e.g., Veeva, Salesforce, SharePoint, Google Workspace and more)
Stand up a proprietary internal knowledge system, governed by our agentic orchestration layer and enriched with Capsule AI's proprietary data and models.
Build an omnichannel intelligence backbone that scales with your portfolio and operates as a true cross-functional layer across the organization
Ship purpose-built applications and workflows to every function — discovery, medical, commercial, BD, and competitive intelligence — each tuned to how that team actually works.
Our Team
Bill Huang
Co-founder & Chief AI Officer
10+ Years of Experience in AI and Software Engineering
- Prev. at Meta and Amazon
- B.A. Sc in Computer Engineering from University of Waterloo
Yubo Han
Co-founder & Chief Technology Officer
10+ Years Architecting Production AI Systems and Infrastructure at Scale
- Prev. at Google and Nvidia
- B.A. Sc in Computer Engineering from University of Waterloo
Krystin Brown
Head of Go-to-Market
5+ Years of Experience in Life Science Strategy and Commercialization
- Prev. at Charles River Associates
- B.S. in Bioengineering and BEM (Business, Economics, and Management) from Caltech
Partnering with
Security & Compliance
