{"podcast":{"title":"Advances and Innovations in Actuation Systems","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/43144611/43144611-1740646262588-ca3348ed6fc84.jpg","author":"PRASAD BHONDE","episode_count":174,"summary":"This podcast provides glimpses of the advances and innovations in Actuation systems that facilitate Micro Dispensing Systems, to dispense material in minute sites.","last_synced_at":"2026-07-16T08:17:42.124548+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."}]}}