In this episode of CISO Tradecraft, host G Mark Hardy interviews JP Bourget about the security data pipeline and how modernizing SOC ingest can improve efficiency and outcomes. Featuring discussions on cybersecurity leadership, API integrations, and the role of AI and advanced model learning in future data lake architectures. They discuss how vendor policies can impact data accessibility. They also reflect on their shared Buffalo roots and because their professional journeys. Tune in for valuable insights from top cybersecurity experts. Transcripts: https://docs.google.com/document/d/1evI2JTGg7S_Hjaf0sV-Nk_i0oiv8XNAr  Chapters 00:00 Introduction 00:50 Guest's Background and Journey 05:27 Discussion on Security Data Pipeline 07:19 Introduction to SOAR 08:01 Benefits and Challenges of SOAR 12:40 Guest's Current Work and Company 14:04 Security Data Pipeline Modernization 22:20 Discussion on Vendor Integration 29:09 Security Pipeline Approach and AI 38:03 Closing Thoughts and Future Directions