Liv Anderman, VP of Marketing at Findem, joins Pathmonk Presents to explain how domain-specific AI is reshaping talent decisions across recruiting, executive search, and internal mobility. Liv breaks down why generic AI tools and resume-based data fail to deliver real outcomes, and how Findem's 3D people data adds crucial context to hiring decisions. The conversation covers how modern talent teams discover and evaluate AI solutions, the role of trust and data quality in adoption, and why websites play a critical role in educating and converting high-intent buyers. Liv also shares leadership insights on positioning, pipeline growth, and staying grounded in data-driven decision-making in an increasingly noisy marketing landscape.