Osium AI

Mar-Kov ERP, also marketed as Mar-Kov Essentials, is a batch manufacturing enterprise resource planning platform developed by CAI Software for companies producing food, beverages, cosmetics, pharmaceuticals, chemicals, and other formulated products. The software combines production management, inventory control, recipe formulation, quality assurance, and financial tracking within a centralized system. Its manufacturing execution capabilities support barcode scanning, automated weighing, electronic batch records, and real-time monitoring of production activities. Mar-Kov provides lot traceability, expiration date management, quality testing, and compliance documentation to help manufacturers meet FDA, GMP, and other regulatory requirements. Automated material requirements planning, production scheduling, and batch-level costing help businesses optimize inventory, reduce waste, and evaluate manufacturing profitability.

AQChemSim is a cloud-native platform developed by SandboxAQ that leverages Large Quantitative Models (LQMs) grounded in physics and chemistry to revolutionize materials discovery and optimization. By integrating Density Functional Theory (DFT), Iterative Full Configuration Interaction (iFCI), Generative AI, Bayesian Optimization, and Chemical Foundation Models, AQChemSim enables high-fidelity simulations of molecular and material behaviors under real-world conditions. AQChemSim's capabilities include predicting performance under various stresses, accelerating formulation through in silico testing, and exploring sustainable chemical processes. Notably, AQChemSim has demonstrated significant advancements in battery technology by reducing lithium-ion battery end-of-life prediction time by 95%, achieving 35x greater accuracy with 50x less data.