How to qualify a vendor

I’m looking for advice and guidance in how to help a small manufacturer create a system to qualify suppliers or vendors. Current system isn’t really a system, and is basically the owner’s experience and intuition in dealing with suppliers. The company is growing beyond the owners’ ability to be personally involved in as many things, and we need to systematize things.