The math is free.
The platform is affordable.
The gatekeeping is over.
Statistical computing platform for biotech
SGC-Bio delivers a governed, auditable, GPU-accelerated analysis environment built for biotech companies. Every analysis run is logged with an immutable audit trail. Data is isolated per tenant. Your team accesses it through a browser — no installation, no local hardware, no IT overhead.
The math is free (PyStatsBio, open source). The platform is the product — governance, auditability, GPU routing, and enterprise infrastructure.
The statistical engine behind everything we build. Free forever.
GPU-accelerated statistical computing for Python. Validated against R to machine precision. Regression, survival analysis, ANOVA, mixed models, and more.
Documentation →Biotech domain statistics built on PyStatistics. Power analysis, dose-response modeling, diagnostic accuracy, pharmacokinetics.
Documentation →For decades, enterprise-grade statistical software has been locked behind six-figure licenses and armies of consultants. We think that's absurd. SGCX exists to put the same rigorous, validated statistical methods into the hands of every researcher, every biostatistician, every analyst — regardless of budget.
We do this by making the math free and open source, forever. Our commercial products sell the platform — governance, auditability, infrastructure — not the statistical methods themselves.
Statistical
GPU-accelerated
Computing
X — the vertical. SGC-Bio, SGC-Finance, SGC-Insurance... SGC-X.