{"podcast":{"title":"The Artificial Intelligence Podcast","slug":"the-artificial-intelligence-podcast-3635848","podcast_index_feed_id":3635848,"rss_url":"https://anchor.fm/s/3952c6f8/podcast/rss","website_url":"https://www.tonyphoang.com","image_url":"https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_nologo/9517262/9517262-1714972606329-92be6bbbc19c6.jpg","author":"Dr. Tony Hoang","episode_count":92,"summary":"Ranked Top 2% of over 7 million podcasts globally (Spotify Wrapped 2025). Interviews and conversations with thought leaders in Artificial Intelligence, Machine Learning and Data Science.","last_synced_at":"2026-07-14T08:17:19.600636+00:00","page_url":"https://stenobird.com/podcast/the-artificial-intelligence-podcast-3635848"},"episode":{"title":"Interview #80 Raj Shukla, CTO of SymphonyAI","slug":"interview-80-raj-shukla-cto-of-symphonyai","published_at":"2025-12-19T05:47:09+00:00","page_url":"https://stenobird.com/podcast/the-artificial-intelligence-podcast-3635848/interview-80-raj-shukla-cto-of-symphonyai","show_page_url":"https://stenobird.com/podcast/the-artificial-intelligence-podcast-3635848","url":"https://podcasters.spotify.com/pod/show/tonyphoang/episodes/Interview-80-Raj-Shukla--CTO-of-SymphonyAI-e3cij40","audio_url":"https://traffic.megaphone.fm/APO4387000564.mp3","summary":"Join Raj Shukla, CTO of SymphonyAI, as he discusses the critical distinction between AI demos and production-ready systems, revealing that enterprises consistently underestimate the \"last mile\" challenges of authentication, authorization, and data scalability that break POCs when moving to production. Shukla explains how SymphonyAI's vertical AI approach pre-trains models on industry-specific ontologies and knowledge graphs for retail, financial services, industrial manufacturing, and enterprise IT, enabling faster ROI by providing pre-built agents and domain-specific context rather than expecting generic LLMs to solve everything. He addresses the hidden costs that shock CFOs—not LLM inference which has dropped 1000x, but the expensive work of making data and APIs AI-ready through proper governance layers and MCP server implementations, while warning that enterprises overestimate the autonomy achievable in the short term and underestimate the infrastructure work required for real process automation at scale.","meta_description":"Join Raj Shukla, CTO of SymphonyAI, as he discusses the critical distinction between AI demos and production-ready systems, revealing that enterprises con…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2617,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/the-artificial-intelligence-podcast-3635848/episodes/interview-80-raj-shukla-cto-of-symphonyai/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/the-artificial-intelligence-podcast-3635848/interview-80-raj-shukla-cto-of-symphonyai.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}