Bugcrowd is a crowdsourced security platform that connects organizations with skilled security researchers for bug bounty programs, penetration testing, and vulnerability disclosure. It uses AI to match researchers to programs and triage incoming vulnerability reports.. Here are 12 similar ai security & compliance tools worth considering as Bugcrowd alternatives.