{"version":"1.0","type":"card","id":"d5eeb849-4ad4-48b4-81f2-166a9981adc1","url":"https://stacklist.com/card/d5eeb849-4ad4-48b4-81f2-166a9981adc1","title":"Beyond Bots: Nare Vardanyan on Data Enrichment & AI (Ntropy)","source_url":"https://www.codestory.co/episodes/beyond-bots-nare-vardanyan-ntropy/","note":"Explore how AI and LLMs are transforming financial services with Ntropy CEO Naré Vardanyan. Discover real-world impact beyond the hype.","image":{"url":"https://ucarecdn.com/b00c66ff-14eb-4d3c-ad1b-05b1f725833d/","alt":"Beyond Bots: Nare Vardanyan on Data Enrichment & AI (Ntropy)","width":1400,"height":1400},"stack":{"id":"d65e0d70-c465-450c-bdab-47e8de98de94","title":"AI in Fintech: Beyond Bots Podcast Series","url":"https://stacklist.com/c/podcast/stack/d65e0d70-c465-450c-bdab-47e8de98de94"},"created_at":"2026-07-24T21:36:01.044Z","updated_at":null,"aco":{"summary":"Code Story podcast features Ntropy CEO Nare Vardanyan in the \"Beyond Bots\" series, discussing large language models, deep learning, and the real impact of AI on financial services. The episode covers topics including model training, data standardization, latency, and Ntropy's approach to financial data enrichment using LLMs.","tags":["large-language-models","financial-services","ai","fintech","data-enrichment","startup","podcast"],"key_entities":[{"name":"Nare Vardanyan","type":"person","confidence":0.98},{"name":"Ntropy","type":"organization","confidence":0.99},{"name":"Code Story","type":"organization","confidence":0.95},{"name":"Large Language Models","type":"technology","confidence":0.95},{"name":"Financial Data Enrichment","type":"concept","confidence":0.9},{"name":"Deep Learning","type":"concept","confidence":0.85},{"name":"Cash App","type":"technology","confidence":0.6},{"name":"Plaud AI","type":"organization","confidence":0.55}],"classification":"transcript","language":"en","confidence":0.85,"provenance":{"model":"claude-opus-4-6","tool":"@stacklist/mcp-server@2.0.0","confidence":0.85,"timestamp":"2026-07-24T21:36:09.617Z"},"token_counts":{"approximate":441,"cl100k":403},"content_hash":"sha256:5b6794c6df7268fa0b047f764e8f3e59e52bea7688da70e26a41c9d234e0794b","acp_version":"0.2","body_available":true,"body_tokens":441,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/d5eeb849-4ad4-48b4-81f2-166a9981adc1.json","html":"https://stacklist.com/card/d5eeb849-4ad4-48b4-81f2-166a9981adc1","md":"/api/public/card/d5eeb849-4ad4-48b4-81f2-166a9981adc1.md","stack_json":"/api/public/stack/d65e0d70-c465-450c-bdab-47e8de98de94.json"}}