The following are collaborative partners for innovation development undertaken by Undip researchers, from various backgrounds. These include partners from the business world and industry (DUDI) or government. Collaborative partners play a crucial role in the development process of innovative products, ensuring they are more applicable, targeted, and beneficial to the community, both directly and indirectly.