{"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 Cost of Blind Automation: Bringing Edge AI to the Factory Floor","slug":"the-cost-of-blind-automation-bringing-edge-ai-to-the-factory-floor","published_at":"2026-07-19T18:10:02+00:00","page_url":"https://stenobird.com/podcast/advances-and-innovations-in-actuation-systems-7727128/the-cost-of-blind-automation-bringing-edge-ai-to-the-factory-floor","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-Cost-of-Blind-Automation-Bringing-Edge-AI-to-the-Factory-Floor-e3m9d6s","audio_url":"https://anchor.fm/s/101c20a2c/podcast/play/123040412/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-6-19%2Fc744876b-e5c3-c827-89b8-49caadbccbff.m4a","summary":"We analyse the hidden capital drain caused by legacy Automated Optical Inspection (AOI) systems. We break down the physical limitations of hand-tuned rule inspection. We outline the deployment of Edge AI vision modules to restore throughput. ------------------------------------------- Core Technical Deployment: - Mount embedded GPUs directly at the inspection station. - Intercept existing camera feeds. - Process visual data through local deep-learning models. ------------------------------------------- The Operator Reality: ~ We expose the disconnect between executive reporting and factory floor reality. ~ We detail how human operators currently waste hours clearing false positives. ~ We shift their role to high-value model supervision. ------------------------------------------- Action Item:Review your manual re-inspection logs. Audit the false-positive rate. ------------------------------------------- Stay Tuned… Regards, Top Voice Maido & Kon'nichiwa min'na! 👶🏻🧑🏻‍🦱👩🏻‍🦳 Wie Geht's guys? Mir geht's gut!!! ✌️🤘🙌 #edgeai #manufacturing #operations #machinevision #restorativeengineering #industrialai #computervision #pcbmanufacturing #factoryphysics","meta_description":"We analyse the hidden capital drain caused by legacy Automated Optical Inspection (AOI) systems. We break down the physical limitations of hand-tuned rule…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2713,"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-cost-of-blind-automation-bringing-edge-ai-to-the-factory-floor/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-cost-of-blind-automation-bringing-edge-ai-to-the-factory-floor.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}