There is an ‘innovation hub’ here in Adelaide which is almost exactly what you’ve described. It’s not just design focussed, but is focused on creation of IP and business development, and they do screen incoming companies and members for suitability. There’s a lot of potential for networking for designers in this space.
You can work there permanently or just pay a day rate to use it as needed.