{"podcast":{"title":"Engineering the Intelligent Enterprise","slug":"advances-and-innovations-in-actuation-systems-7727128","podcast_index_feed_id":7727128,"rss_url":"https://anchor.fm/s/101c20a2c/podcast/rss","website_url":"https://podcasters.spotify.com/pod/show/prasad-bhonde6","image_url":"https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_nologo/43144611/43144611-1786731404090-02f8d831104d7.jpg","author":"PRASAD BHONDE","episode_count":238,"summary":"Industrial technology explained through practical engineering and business decisions. Hosted by Prasad Bhonde, this podcast examines AI agents, automation, cybersecurity, manufacturing systems, operational efficiency and emerging technologies. Each episode turns a complex technical development into clear lessons for engineers, technology leaders, founders and operations professionals. Follow the show for grounded analysis of how intelligent systems are designed, governed and applied in real organisations.","last_synced_at":"2026-09-25T16:17:19.736568+00:00","page_url":"https://stenobird.com/podcast/advances-and-innovations-in-actuation-systems-7727128"},"episode":{"title":"The Capital Leakage In Enterprise RAG Architecture | Stopping Vector Database Bloat At The Edge","slug":"the-capital-leakage-in-enterprise-rag-architecture-stopping-vector-database-bloat-at-the-edge","published_at":"2026-06-20T17:24:43+00:00","page_url":"https://stenobird.com/podcast/advances-and-innovations-in-actuation-systems-7727128/the-capital-leakage-in-enterprise-rag-architecture-stopping-vector-database-bloat-at-the-edge","show_page_url":"https://stenobird.com/podcast/advances-and-innovations-in-actuation-systems-7727128","url":"https://podcasters.spotify.com/pod/show/prasad-bhonde6/episodes/The-Capital-Leakage-In-Enterprise-RAG-Architecture--Stopping-Vector-Database-Bloat-At-The-Edge-e3l28a3","audio_url":"https://anchor.fm/s/101c20a2c/podcast/play/121757443/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-5-20%2Fa07fcfca-3e1e-29d5-97ca-6a9a1135e7d2.m4a","summary":"Pre-RAG Sanitization And Cloud Cost Reality. The FinOps Solution To Uncurated LLM Data. Why Does Your Ingestion Pipeline Guarantee AI Hallucinations? ------------------------------------------ Your enterprise AI is mathematically hallucinating because you fed it ten years of out-of-office replies. ------------------------------------------ We break down the capital leakage in RAG ingestion pipelines and the specific edge scripts required to sanitise corporate data. ------------------------------------------ Implement pre-embedding telemetry analysis or continue burning 70% of your vector storage budget on dead files. ------------------------------------------ Stay Tuned… Regards, Top Voice Maido & Kon'nichiwa min'na! 👶🏻🧑🏻‍🦱👩🏻‍🦳 Wie Geht's guys? Mir geht's gut!!! ✌️🤘🙌 #EnterpriseAI #CloudFinOps #MachineLearning #CloudArchitecture #FinOps #EngineeringLeadership #RAGArchitecture #DeepTech #TechOperations #VectorDatabase","meta_description":"Pre-RAG Sanitization And Cloud Cost Reality. The FinOps Solution To Uncurated LLM Data. Why Does Your Ingestion Pipeline Guarantee AI Hallucinations? ----…","key_points":[],"chapters":[],"topics":[],"duration_seconds":3301,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/advances-and-innovations-in-actuation-systems-7727128/episodes/the-capital-leakage-in-enterprise-rag-architecture-stopping-vector-database-bloat-at-the-edge/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/advances-and-innovations-in-actuation-systems-7727128/the-capital-leakage-in-enterprise-rag-architecture-stopping-vector-database-bloat-at-the-edge.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}