AIXC Research / Platforms
Production Systems

4 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.

4
Production Platforms
4
Live in Production
3,000x
Max Acceleration
17/17
Drug Discovery Modules
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
Platform Output · Production

Real Results from Real Experiments

Every platform output is cross-validated across 3+ independent engines at r > 0.99. This is what forensic verification looks like in practice.

md_simulation_trajectory.xtc — MD Simulation Platform · Production Run LIVE
GROMACS molecular dynamics platform dashboard — production output
Target Complex · 1ns trajectory · Multi-engine consensus r > 0.99 cross-platform concordance
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