{"version":"1.0","type":"card","id":"e658c735-c683-4785-a68f-1bc477cc3141","url":"https://stacklist.com/card/e658c735-c683-4785-a68f-1bc477cc3141","title":"The Real Estate Draw Nightmare: Automating Underwriting","source_url":"https://www.codestory.co/episodes/s12-e19-the-real-estate-draw-nightmare-automating-underwriting-and-risk-mitigation-across-3t-in-real-estate-finance-data-with-thomas-schlegel-principal-software-engineer-at-built/","note":"Automate real estate underwriting and mitigate risk across $3T in finance data. Learn how Built revolutionizes the industry with Thomas Schlegel.","image":{"url":"https://ucarecdn.com/bc085520-9e57-4c66-b8ec-a2ed5785dd6f/","alt":"The Real Estate Draw Nightmare: Automating Underwriting","width":1400,"height":1400},"stack":{"id":"4a7cc3d8-26c0-4ce0-839a-302d608bd60a","title":"Code Story Season 12: Founder Interviews & Startup Insights","url":"https://stacklist.com/c/podcast/stack/4a7cc3d8-26c0-4ce0-839a-302d608bd60a"},"created_at":"2026-07-24T21:44:51.987Z","updated_at":null,"aco":{"summary":"Code Story podcast episode S12 E19 features Thomas Schlegel, Principal Software Engineer at Built, discussing the automation of underwriting and risk mitigation across $3 trillion in real estate finance data. Schlegel shares his journey from rural Virginia tinkerer to VP of Engineering and Head of Innovation, emphasizing low pride of authorship and iterative exploration over premature optimization for scale.","tags":["real-estate-finance","underwriting-automation","startup","software-engineering","risk-mitigation","innovation","podcast"],"key_entities":[{"name":"Thomas Schlegel","type":"person","confidence":0.99},{"name":"Noah Labhart","type":"person","confidence":0.95},{"name":"Built","type":"organization","confidence":0.97},{"name":"underwriting automation","type":"concept","confidence":0.9},{"name":"risk mitigation","type":"concept","confidence":0.88},{"name":"real estate finance","type":"concept","confidence":0.95},{"name":"Nashville, TN","type":"location","confidence":0.92},{"name":"Code Story Podcast S12 E19","type":"event","confidence":0.95},{"name":"Mezmo","type":"organization","confidence":0.7},{"name":"Braingrid.ai","type":"organization","confidence":0.7}],"classification":"transcript","language":"en","confidence":0.85,"provenance":{"model":"claude-opus-4-6","tool":"@stacklist/mcp-server@2.0.0","confidence":0.85,"timestamp":"2026-07-24T21:45:04.093Z"},"token_counts":{"approximate":13223,"cl100k":14439},"content_hash":"sha256:e188ddb5e8ac4c450f65ad1c0d72744c395def76e0d3fedced4b8530720525fa","acp_version":"0.2","body_available":true,"body_tokens":13223,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/e658c735-c683-4785-a68f-1bc477cc3141.json","html":"https://stacklist.com/card/e658c735-c683-4785-a68f-1bc477cc3141","md":"/api/public/card/e658c735-c683-4785-a68f-1bc477cc3141.md","stack_json":"/api/public/stack/4a7cc3d8-26c0-4ce0-839a-302d608bd60a.json"}}