{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"Proof of Impact","title":"Don’t wait for perfect data—start, then improve (Sam Wong, Mark Anthony Group)","html":"<iframe width=\"100%\" height=\"180\" frameborder=\"no\" scrolling=\"no\" seamless src=\"https://share.transistor.fm/e/e9ac59e1\"></iframe>","width":"100%","height":180,"duration":1692,"description":"Sam Wong, Senior Director of Data and AI at the Mark Anthony Group, explains how a business-first AI incubation program can turn experiments into production value. He outlines a five-part framework, the importance of executive and business sponsorship, partnering with a vendor ecosystem, and prioritizing use cases by value versus effort. Wong discusses why you shouldn’t wait for perfect data, how AI projects catalyze data governance and quality, and how a blended federated/centralized operating model scales delivery in a mid‑market company. He also tackles change management and job-loss fears, positioning GenAI as augmented intelligence.","thumbnail_url":"https://img.transistorcdn.com/v6fa3F410okavJlYXTnSCHeua6Z8uO4pDkid7GK2Nfs/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9iMWI4/MzAzYjhjYmQ4YjMy/Njc0OGViMzI4YzAz/ODZmNi5wbmc.webp","thumbnail_width":300,"thumbnail_height":300}