Don't pitch him anything. Find out what he thinks you should do, and ask what he's interested in doing. Maybe he'll suggest avenues for you to pursue. Maybe he'll come round and invest anyway.

But there's a good chance you'll both get more out of a casual dinner if it's genuinely a casual dinner. You get to pick his brain. Bring your eyes and ears instead of a sales pitch and see what happens.