You probably need a better mail server that can more easily handle that load. Check Haraka out (shameless plug, but it's designed for high loads and this kind of app).
FYI: searching for Haraka on duckduckgo links to the page with a description text of "This is the meta description of your form. You can use it for SEO purposes.". Whoever runs the website should probably clean up the meta-tags.
