Production Systems

6 Platforms. Real Production.
Verified Results.

Research architectures deployed as production platforms. Each system runs on the ACHT and VAP frameworks, processing real data with real stakeholders and measurable outcomes.

LIVE

Drug Discovery Platform

End-to-end computational drug discovery pipeline with 17/17 modules operational. Integrates BindCraft protein design, AIXC molecular generation, STRING v12.0 network analysis, and ADMET prediction. Full ACHT + VAP verification.

17/17 modules operational

BindCraft AIXC Molecular Gen STRING v12.0 RDKit DeepChem AlphaFold

LIVE

Research Automation Engine

Autonomous literature review and hypothesis generation powered by Researcher and CycleResearcher agents. Self-correcting citation graphs prevent hallucinated references. Multi-agent verification ensures factual accuracy.

0 hallucinated citations (verified)

Researcher CycleResearcher Citation Graphs Multi-Agent

LIVE

AI-Scientist Engine v2

Autonomous experimental design and hypothesis testing at 3,000x acceleration. Generates, tests, and iterates on scientific hypotheses without human intervention. Built on Sakana AI's AI-Scientist architecture with ACHT extensions.

3,000x speedup vs. manual experimentation

AI-Scientist v2 Sakana AI Autonomous Design JAX

BETA

Ceramics & Materials Discovery

AI-driven ceramic composition optimization using Bayesian optimization with physics-informed constraints. Phase diagram validation ensures thermodynamic stability. Built on Sakana platform with ACHT causal discovery extensions.

87% synthesis success rate

Sakana Platform Phase Diagrams PINNs PyTorch Geometric

6 Platforms. Real Production.Verified Results.

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6 Platforms. Real Production.
Verified Results.