Host Patricia Thaine – co-founder of Private AI – sits down with engineers, data scientists, product leaders, domain experts, policymakers, and innovators pushing the boundaries of what's possible with data. They talk about real problems. The blockers slowing projects down. The gaps between prototype and production. What needs to change – and what's already working – when you're handling some of the most complex data out there. From NLP and privacy-preserving techniques to interoperability standards, AI workflows, and the infrastructure and governance challenges that come with scale.