Development cycles in catalysis are extended due to several factors. Firstly, the discovery phase involves identifying potential catalytic materials, which can be a time-consuming process. High-throughput screening methods have accelerated this phase, but it remains labor-intensive. Secondly, optimizing these catalysts for specific reactions requires extensive trial and error and iterative testing to fine-tune their performance.