
She began with words, learned the systems beneath them, and now markets the data that helps products earn trust - whether the customer is a person or an AI agent.

Bugcrowd's CMO came to marketing through the sales floor. That detour taught her to distrust tidy funnels, follow the whole buyer journey, and make every campaign answer a blunt question: did it move the business?