Allison designs AI-powered products that people actually trust and use. Her work spans strategic architecture and hands-on craft, defining how intelligence, personalization, and decision support operate across complex platforms that serve millions. She leads teams through ambiguity, brings clarity to complex problems, and establishes frameworks that last beyond launch.