Cold messages to people in my field, do they work?

I want to talk to people in a new field but I hate cold messages. Any experience at all would help. I want advice, not a job directly. What did you ask?

Follow up with a thank-you and a short update. One of my chats led to a referral a month later.

Keep everything in writing and save the confirmation numbers. It saved me later.