{"podcast":{"title":"PharmaTalkRadio","slug":"pharmatalkradio-7131046","podcast_index_feed_id":7131046,"rss_url":"https://www.spreaker.com/show/6440740/episodes/feed","website_url":"https://www.spreaker.com/podcast/pharmatalkradio--6440740","image_url":"https://d3wo5wojvuv7l.cloudfront.net/t_rss_itunes_square_1400/images.spreaker.com/original/e5998a3328cac37b741454b3a81caf15.jpg","author":"Conference Forum","episode_count":545,"summary":"PharmaTalkRadio is an internet radio podcast platform organized and supported by the Conference Forum to give easy and free access to industry professionals, patient advocacy and students in medicine development. PharmaTalkRadio features industry insiders on the latest strategies, business models, and new innovations to advance clinical research with emphasis on clinical trials, patient- centricity, drug delivery, Immuno-oncology, digital, mobile and other technologies as well as leadership topics and emerging biotech challenges. Also featured on PharmaTalkRadio are podcasts covering a wide range of topics from Conference Forum events.","last_synced_at":null,"page_url":"https://stenobird.com/podcast/pharmatalkradio-7131046"},"episode":{"title":"Unlocking Unstructured Data with AI for Optimized Protocol Development","slug":"unlocking-unstructured-data-with-ai-for-optimized-protocol-development","published_at":"2026-06-02T16:49:02+00:00","page_url":"https://stenobird.com/podcast/pharmatalkradio-7131046/unlocking-unstructured-data-with-ai-for-optimized-protocol-development","show_page_url":"https://stenobird.com/podcast/pharmatalkradio-7131046","url":"https://www.spreaker.com/episode/unlocking-unstructured-data-with-ai-for-optimized-protocol-development--72296117","audio_url":"https://dts.podtrac.com/redirect.mp3/api.spreaker.com/download/episode/72296117/pharmatalk_mike_eckrote_advarra_v1.mp3","summary":"In this podcast, Mike Eckrote, SVP, Strategic Solutions at Advarra, talks about how artificial intelligence is being used to pull insights out of structured and unstructured data sources to help sponsors avoid protocol amendments and delays. More specifically, Mike discusses: How Advarra is leveraging past IRB data sources to identify common causes of site burden, study delays and amendments What questions sponsors should be asking of AI vendors, to pick the correct partner How sponsors have responded to the insights surfaced by this technology Why sponsors must adapt to a flexibility mindset in order to truly make changes with downstream impact","meta_description":"In this podcast, Mike Eckrote, SVP, Strategic Solutions at Advarra, talks about how artificial intelligence is being used to pull insights out of structur…","key_points":[],"chapters":[],"topics":[],"duration_seconds":1444,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/pharmatalkradio-7131046/episodes/unlocking-unstructured-data-with-ai-for-optimized-protocol-development/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/pharmatalkradio-7131046/unlocking-unstructured-data-with-ai-for-optimized-protocol-development.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}