# Unlocking Unstructured Data with AI for Optimized Protocol Development

Page: https://stenobird.com/podcast/pharmatalkradio-7131046/unlocking-unstructured-data-with-ai-for-optimized-protocol-development
Text version: https://stenobird.com/podcast/pharmatalkradio-7131046/unlocking-unstructured-data-with-ai-for-optimized-protocol-development.md
Podcast: [PharmaTalkRadio](https://stenobird.com/podcast/pharmatalkradio-7131046)
Published: 2026-06-02T16:49:02+00:00
Episode link: https://www.spreaker.com/episode/unlocking-unstructured-data-with-ai-for-optimized-protocol-development--72296117
Audio file: https://dts.podtrac.com/redirect.mp3/api.spreaker.com/download/episode/72296117/pharmatalk_mike_eckrote_advarra_v1.mp3
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JSON: https://stenobird.com/v1/public/podcasts/pharmatalkradio-7131046/episodes/unlocking-unstructured-data-with-ai-for-optimized-protocol-development
Duration seconds: 1444

## Resource

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

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## Transcript

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