{"podcast":{"title":"Practical Privacy with Orla Dormer","slug":"practical-privacy-with-orla-dormer-7667648","podcast_index_feed_id":7667648,"rss_url":"https://www.spreaker.com/show/6856695/episodes/feed","website_url":"https://www.trustworks.io/","image_url":"https://d3wo5wojvuv7l.cloudfront.net/t_rss_itunes_square_1400/images.spreaker.com/original/9cad44d41de53c5acf422f80dbb9d594.jpg","author":"TrustWorks","episode_count":13,"summary":"Practical Privacy is a podcast for privacy professionals who want to understand how privacy and AI governance work in the real world. Hosted by Orla Dormer, the series brings together experienced practitioners to discuss common operational challenges , from scaling GDPR programs and answering data questions internally, to navigating AI governance and legacy tooling constraints. Each episode focuses on practical lessons, honest reflections, and what teams wish they had known earlier. This podcast is designed as a reference for privacy leaders looking to improve how privacy actually operates inside organisations.","last_synced_at":null,"page_url":"https://stenobird.com/podcast/practical-privacy-with-orla-dormer-7667648"},"episode":{"title":"Stop calling it anonymous: The reality of pseudonymized data in SaaS | Noemie Weinbaum","slug":"stop-calling-it-anonymous-the-reality-of-pseudonymized-data-in-saas-noemie-weinbaum","published_at":"2026-03-18T19:10:02+00:00","page_url":"https://stenobird.com/podcast/practical-privacy-with-orla-dormer-7667648/stop-calling-it-anonymous-the-reality-of-pseudonymized-data-in-saas-noemie-weinbaum","show_page_url":"https://stenobird.com/podcast/practical-privacy-with-orla-dormer-7667648","url":"https://www.spreaker.com/episode/stop-calling-it-anonymous-the-reality-of-pseudonymized-data-in-saas-noemie-weinbaum--70565936","audio_url":"https://api.spreaker.com/download/episode/70565936/noemie_weinbaum_1.mp3","summary":"In this episode of Practical Privacy, we explore one of the most common misconceptions in SaaS and AI development: the belief that data can truly be fully anonymized. Orla Dormer speaks with Noemie Weinbaum – Managing Counsel at UKG, about why organizations should stop assuming their datasets are anonymous and instead treat them as pseudonymized personal data. They discuss why true anonymization is extremely difficult under GDPR standards, how SaaS companies often use the same datasets for both service delivery and AI training, and why this creates real risks around re-identification, compliance, and customer trust. Noemie also shares practical advice on building the right governance approach from the start — integrating privacy into the software development lifecycle, involving product and engineering teams early, and creating a cultural shift toward transparent data protection practices.","meta_description":"In this episode of Practical Privacy, we explore one of the most common misconceptions in SaaS and AI development: the belief that data can truly be fully…","key_points":[],"chapters":[],"topics":[],"duration_seconds":498,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/practical-privacy-with-orla-dormer-7667648/episodes/stop-calling-it-anonymous-the-reality-of-pseudonymized-data-in-saas-noemie-weinbaum/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/practical-privacy-with-orla-dormer-7667648/stop-calling-it-anonymous-the-reality-of-pseudonymized-data-in-saas-noemie-weinbaum.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}