Process improvement, mobility, sustainability, and electricity as well as chemicals generation (P-to-X) are pivotal fields of interest in transforming chemistry and energy. Development of lighter batteries with increased energy density, more efficient photovoltaics, porous storage materials, fuel cell catalysts and membranes, optoelectronic nanomaterials, semiconductor materials, porous separation materials, and CO₂ hydrogenation catalysts has become pivotal research topics over the past years and are enabled by Chemspeed's high-throughput and high-output automated, digitalized solutions.

This presentation covers a selection of case studies such as battery inks, perovskites, quantum dots, thermoelectric materials, porous materials, catalysts in conjunction with showcasing agentic automated workflows (Fig. 1) and end-to-end connected laboratories for Design-Make-Analyze-Test-Learn (DMATL).

Fig. 1 - Artificial Intelligence (AI) Agents and Model Context Protocol (MCP) Servers – A Plug & Play Strategy to increase domain knowledge and to enable your existing AI infrastructure to directly control and monitor laboratory workflows.