SGC-Bio

What It Is

SGC-Bio is a governed, auditable, GPU-accelerated statistical analysis platform built for biotech companies. Access it through your browser — no installation, no local hardware requirements, no IT overhead.

Every analysis run is logged with an immutable audit trail. Data is isolated per tenant. Computation runs on GPU-accelerated infrastructure so your team gets results fast without managing hardware.

What You Get

The Math Is Free

SGC-Bio's statistical capabilities come from PyStatsBio, our open-source biotech statistics library. Power analysis, dose-response modeling, diagnostic accuracy, pharmacokinetics — all free, all open source, forever.

What you pay for is the platform experience: authentication, job dispatch, GPU routing, audit trails, multi-tenancy, and governance. The math is a public good. The infrastructure is the product.

Built For

SGC-Bio is designed for biotech companies that need:

• Regulatory-grade audit trails for every statistical analysis
• GPU-accelerated computation without managing infrastructure
• Governed analysis environments with proper data isolation
• Quick deployment — your team is running analyses in minutes, not weeks

Part of a Bigger Vision

SGC-Bio is the first product built on a shared platform. Future verticals for finance, insurance, genomics, and other regulated industries will follow — all sharing the same governed, auditable infrastructure.