{"podcast":{"title":"Tech Interviews","slug":"tech-interviews","podcast_index_feed_id":639251,"rss_url":"https://feeds.soundcloud.com/users/soundcloud:users:176077351/sounds.rss","website_url":"http://techstringy.com","image_url":"https://i1.sndcdn.com/avatars-xZZcXbILIRGH2pFd-NK9YMw-original.jpg","author":"Tech Interviews","episode_count":167,"summary":"Welcome to the Tech Interviews podcast. For the …","last_synced_at":null,"page_url":"https://stenobird.com/podcast/tech-interviews"},"episode":{"title":"Making Compliance Sustainable - Shubhradeep Nandi - Ep150","slug":"making-compliance-sustainable-shubhradeep-nandi-ep150","published_at":"2021-02-10T00:00:00+00:00","page_url":"https://stenobird.com/podcast/tech-interviews/making-compliance-sustainable-shubhradeep-nandi-ep150","show_page_url":"https://stenobird.com/podcast/tech-interviews","url":"https://soundcloud.com/techstringy-580399274/making-compliance-sustainable-shubhradeep-nandi-ep150","audio_url":"http://www.podtrac.com/pts/redirect.mp3/feeds.soundcloud.com/stream/981543328-techstringy-580399274-making-compliance-sustainable-shubhradeep-nandi-ep150.mp3","summary":"Traditional compliance relies on digital footprints that are increasingly absent in emerging markets. This episode explores how AI and machine learning can create sustainable, traceable compliance even when users lack a conventional digital history.","meta_description":"Explore how PiChain Labs uses AI and machine learning to solve the global problem of fraudulent transactions and unsustainable compliance in fintech.","key_points":["Main idea: Compliance is currently a 'black box' prone to human error and regulatory fines","Failure mode: Relying on manual processes leads to degraded quality and high operational costs","Problem scale: An estimated $1 trillion in money laundering goes undetected annually due to lack of traceability","Practical takeaway: Sustainable compliance requires moving from manual sampling to automated, intelligent data extraction","Technical challenge: Developing verification methods for populations that lack established digital footprints"],"chapters":[{"start_ms":60000,"title":"Introduction to Shubhradeep Nandi","summary":"An introduction to the guest's background in fintech, data science, and the founding of PiChain Labs."},{"start_ms":210000,"title":"The Cost of Compliance Failures","summary":"Discussing how regulatory gaps and 'black box' processes lead to significant fines and penalties."},{"start_ms":350000,"title":"The Scale of Global Money Laundering","summary":"Analyzing the $1 trillion problem of untraceable money laundering and the impact of regulatory crackdowns."},{"start_ms":500000,"title":"The Challenge of No Digital Footprint","summary":"Examining how to verify transactions for individuals who lack traditional digital or financial histories."},{"start_ms":640000,"title":"Bridging Domain Expertise and Technology","summary":"The necessity of combining deep regulatory domain knowledge with advanced technical implementation."},{"start_ms":790000,"title":"The Degradation of Manual Compliance","summary":"How heavy reliance on manual, repetitive steps leads to errors and reduced oversight quality."},{"start_ms":1230000,"title":"Achieving Sustainable Compliance","summary":"Using AI and machine learning to automate knowledge extraction and reduce the cost of compliance."}],"topics":["Fintech","Regtech","Compliance Automation","Machine Learning","Anti-Money Laundering","Digital Identity","Financial Regulation","Data Science"],"duration_seconds":1975,"processing_state":"processed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/tech-interviews/episodes/making-compliance-sustainable-shubhradeep-nandi-ep150/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/tech-interviews/making-compliance-sustainable-shubhradeep-nandi-ep150.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}