With real-time data capture and analysis capabilities, this platform contributes to a continually growing dataset that could be utilized to refine ML models and further optimize experimental parameters in the future. This comprehensive approach enhances the efficiency, accuracy, and scalability of materials discovery, paving the way for rapid advancements across various domains of 10 materials science. The platform's scalability and adaptability make it a versatile tool in the automated screening of complex chemical spaces, from organic cocrystals to advanced functional materials, fostering accelerated advancements in materials science.