Collaborative innovation refers to the process where multiple stakeholders, including scientists, industry experts, and academic institutions, work together to develop new and improved catalytic processes. This collaborative approach leverages diverse expertise and resources to achieve breakthroughs that might be unattainable through isolated efforts.