{"podcast":{"title":"Agentic","slug":"agentic-7102051","podcast_index_feed_id":7102051,"rss_url":"https://feeds.simplecast.com/xej8sQ6k","website_url":"https://untapped.ventures/","image_url":"https://image.simplecastcdn.com/images/1a8db8ef-5171-4345-bfe1-20d8e8479caf/24c129bd-60e9-4712-ba9a-100c953bbfac/3000x3000/42396433-1747199864872-8d3e854bae906.jpg?aid=rss_feed","author":"George Bandarian","episode_count":22,"summary":"The Agentic Podcast, hosted by George Bandarian, General Partner & CEO at Untapped Ventures, leads deep discussions that uncover the untapped potential and breakthroughs of autonomous AI systems shaping the future. Featuring insights from founders, investors, and industry leaders, we dive into the impact of Agentic AI on industry and society, breakthroughs in machine learning, the future of responsible AI, and the convergence of human and machine intelligence.","last_synced_at":"2026-06-19T06:19:52.706891+00:00","page_url":"https://stenobird.com/podcast/agentic-7102051"},"episode":{"title":"Your AI Architecture Is Wrong | Agentic EP 05","slug":"your-ai-architecture-is-wrong-agentic-ep-05","published_at":"2025-01-09T23:33:10+00:00","page_url":"https://stenobird.com/podcast/agentic-7102051/your-ai-architecture-is-wrong-agentic-ep-05","show_page_url":"https://stenobird.com/podcast/agentic-7102051","url":"https://untapped.ventures/","audio_url":"https://cdn.simplecast.com/audio/1a8db8ef-5171-4345-bfe1-20d8e8479caf/episodes/27d19ef6-4743-4c02-84fb-123a37ce763a/audio/de91b35f-ac8a-40af-a212-4563ce964576/default_tc.mp3?aid=rss_feed&feed=xej8sQ6k","summary":"Only 8 companies have shipped AI Agents from production. In this episode of Agentic, I brought together 3 of them, to reveal how they crossed this chasm: 1. Aria Attar (TensorStax) shows how they're tackling the 1:250 data scientist shortage with agents that drop into existing cloud environments. 2. Joe Stolte (Daily.ai), fresh off multiple exits including a $62.5 M acquisition, reveals how they turned 1B newsletter interactions into $1.2M in ARR in just 14 months. 3. Jacky Wong (Nullify) explains how they're helping enterprises where security teams are outnumbered 4:1 by developers. Key insight? While the AI market races toward $733.7B by 2027— Solving for deployment and LLM reliability > focussing on model capabilities. Let’s dive right in. Connect with us at: 1. Jacky Wong: https://www.linkedin.com/in/wongja/?originalSubdomain=au 2. Aria Attar: https://www.linkedin.com/in/ariaattar/ 3. Joe Stolte: https://www.linkedin.com/in/josephstolte 5. George Bandarian: https://www.linkedin.com/in/georgebandarian/ 6. Untapped Ventures: https://www.linkedin.com/company/untappedventures/ 00:00 Trailer + Introduction 02:26 Agentic AI Overview 06:49 Meet the Founders 10:42 Deep Dive into AI Security 20:01 Building Agentic Models 25:59 Deep Reasoning and Inference in AI Models 26:19 Building and Training Baby Agents 27:37 Trust and Acceptance in AI Solutions 28:49 Lessons Learned and Advice to Founders 29:40 Common Mistakes in LLM Development 33:32 Customer Acquisition Strategies 36:57 Fundraising Insights and Challenges 42:38 Driving Acceptance and Trust in AI 44:37 Reconciling AI as a Deflationary Technology 46:56 Removing Human Evaluators in Development","meta_description":"Only 8 companies have shipped AI Agents from production. In this episode of Agentic, I brought together 3 of them, to reveal how they crossed this chasm:…","key_points":[],"chapters":[],"topics":[],"duration_seconds":3029,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/agentic-7102051/episodes/your-ai-architecture-is-wrong-agentic-ep-05/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/agentic-7102051/your-ai-architecture-is-wrong-agentic-ep-05.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}