{"podcast":{"title":"The Engineering Leadership Podcast","slug":"the-engineering-leadership-podcast-743839","podcast_index_feed_id":743839,"rss_url":"https://feeds.simplecast.com/Z8Dl_qAv","website_url":"https://sfelc.com/podcasts","image_url":"https://image.simplecastcdn.com/images/680c6af5-128e-43b5-ba76-69958a47e058/c815f880-4518-4bce-82dd-fe523ac87659/3000x3000/2243906-1586356480016-19e6fdddd5fb1.jpg?aid=rss_feed","author":"The Engineering Leadership Community (ELC)","episode_count":271,"summary":"We share the most critical perspectives, habits & examples of great software engineering leaders to help evolve leadership in the tech industry. Join our community of software engineering leaders @ www.sfelc.com!","last_synced_at":"2026-06-11T10:19:22.359874+00:00","page_url":"https://stenobird.com/podcast/the-engineering-leadership-podcast-743839"},"episode":{"title":"A Systems-Level Guide to High-ROI AI Impact w/ Laura Tacho #234","slug":"a-systems-level-guide-to-high-roi-ai-impact-w-laura-tacho-234","published_at":"2025-10-29T02:28:59+00:00","page_url":"https://stenobird.com/podcast/the-engineering-leadership-podcast-743839/a-systems-level-guide-to-high-roi-ai-impact-w-laura-tacho-234","show_page_url":"https://stenobird.com/podcast/the-engineering-leadership-podcast-743839","url":"https://sfelc.com/podcasts","audio_url":"https://pscrb.fm/rss/p/afp-942744-injected.calisto.simplecastaudio.com/4d87e711-78c0-43f3-9633-fa05520e07f2/episodes/2c84bbd9-d6b1-485b-8910-ad88980ba996/audio/128/default.mp3?aid=rss_feed&awCollectionId=4d87e711-78c0-43f3-9633-fa05520e07f2&awEpisodeId=2c84bbd9-d6b1-485b-8910-ad88980ba996&feed=Z8Dl_qAv","summary":"Businesses are spending millions on AI tools hoping to accelerate time-to-market but aren't seeing organizational-level results. Laura Tacho (CTO @ DX) explains why an \"individual productivity\" mindset fails and how AI merely accelerates the condition of the system it enters. She provides a framework for leaders to shift to a systems-level approach, find high-leverage ROI by looking outside the 20% of time spent coding, and understand what sets high-ROI orgs apart. Plus Laura shares data literacy tools to cut through the \"whiplash\" of conflicting AI reports and provides key considerations for 2026 budgeting, detailing where and how companies are planning to strategically invest.","meta_description":"Businesses are spending millions on AI tools hoping to accelerate time-to-market but aren't seeing organizational-level results. Laura Tacho (CTO @ DX) ex…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2663,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/the-engineering-leadership-podcast-743839/episodes/a-systems-level-guide-to-high-roi-ai-impact-w-laura-tacho-234/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/the-engineering-leadership-podcast-743839/a-systems-level-guide-to-high-roi-ai-impact-w-laura-tacho-234.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}