{"podcast":{"title":"DataFramed","slug":"dataframed","podcast_index_feed_id":431413,"rss_url":"https://feeds.captivate.fm/dataframed/","website_url":"https://www.datacamp.com/podcast","image_url":"https://artwork.captivate.fm/4700b4b7-f386-4200-9a46-640458f2dcbd/5cfec01b44f3e29fae1fb88ade93fc4aecd05b192fbfbc2c2f1daa412b7c192.jpg","author":"DataCamp","episode_count":300,"summary":"Welcome to DataFramed, a weekly podcast exploring how artificial intelligence and data are changing the world around us. On this show, we invite data & AI leaders at the forefront of the data revolution to share their insights and experiences into how they lead the charge in this era of AI. Whether you're a beginner looking to gain insights into a career in data & AI, a practitioner needing to stay up-to-date on the latest tools and trends, or a leader looking to transform how your organization uses data & AI, there's something here for everyone. Join co-hosts Adel Nehme and Richie Cotton as they delve into the stories and ideas that are shaping the future of data. Subscribe to the show and tune in to the latest episode on the feed below.","last_synced_at":null,"page_url":"https://stenobird.com/podcast/dataframed"},"episode":{"title":"#354 Beyond BI: Decision Intelligence with Graphs with Jamie Hutton, CTO at Quantexa","slug":"354-beyond-bi-decision-intelligence-with-graphs-with-jamie-hutton-cto-at-quantexa","published_at":"2026-04-06T09:00:00+00:00","page_url":"https://stenobird.com/podcast/dataframed/354-beyond-bi-decision-intelligence-with-graphs-with-jamie-hutton-cto-at-quantexa","show_page_url":"https://stenobird.com/podcast/dataframed","url":"https://www.datacamp.com/podcast","audio_url":"https://dts.podtrac.com/redirect.mp3/cohst.app/pdcst/6G1A6D/episodes.captivate.fm/episode/18351fb2-eae4-4a2d-ad29-a03cb365c2c8.mp3","summary":"Decision Intelligence moves beyond static dashboards by using graph analytics and entity resolution to provide actionable context. This approach enables organizations to automate complex decisions in regulated environments like fraud detection and compliance.","meta_description":"Learn how graph-based context and entity resolution drive Decision Intelligence to automate complex, high-stakes business decisions.","key_points":["Main idea: Decision Intelligence shifts the focus from simple data-driven insights to making optimized decisions based on deep contextual relationships","Practical takeaway: Use entity resolution to unify disparate records—like 'James' and 'Jamie'—into a single, trusted view of truth","Failure mode: Relying on black-box deep learning in regulated industries can be impossible due to the lack of explainability required for compliance","Technical strategy: Augment internal data warehouses with third-party sources like corporate registries to enrich entity profiles and uncover hidden networks","Future trend: Integrating graph-based context into LLM workflows can significantly reduce hallucinations by providing grounded, structural information"],"chapters":[{"start_ms":60000,"title":"Defining Decision Intelligence","summary":"The transition from traditional Business Intelligence to Decision Intelligence through automation and context."},{"start_ms":270000,"title":"The Power of Entity Resolution","summary":"How disambiguating identities across systems creates a single version of truth."},{"start_ms":470000,"title":"Use Cases: From Fraud to Opportunity","summary":"Applying graph technology to detect organized crime networks and identify business growth opportunities."},{"start_ms":680000,"title":"Integrating with Modern Data Stacks","summary":"Running decision engines alongside existing Lakehouses like Databricks and Snowflake."},{"start_ms":1300000,"title":"Graph Analytics and Network Discovery","summary":"Leveraging connections between entities to understand risk and influence."},{"start_ms":1730000,"title":"Context Engineering for AI","summary":"Using graph-based context to improve LLM accuracy and reduce hallucinations."},{"start_ms":2140000,"title":"Building Scalable Data Products","summary":"Treating decision intelligence as a way to create high-quality, reusable data products."}],"topics":["Decision Intelligence","Graph Analytics","Entity Resolution","Fraud Detection","Data Governance","LLM Hallucinations","Context Engineering","Data Products"],"duration_seconds":2784,"processing_state":"processed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/dataframed/episodes/354-beyond-bi-decision-intelligence-with-graphs-with-jamie-hutton-cto-at-quantexa/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/dataframed/354-beyond-bi-decision-intelligence-with-graphs-with-jamie-hutton-cto-at-quantexa.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}