# AI Saved Time but the Organization Didn't Change

Page: https://stenobird.com/podcast/ceo-daily-brief-with-dr-jessica-kriegel-6756640/ai-saved-time-but-the-organization-didn-t-change
Text version: https://stenobird.com/podcast/ceo-daily-brief-with-dr-jessica-kriegel-6756640/ai-saved-time-but-the-organization-didn-t-change.md
Podcast: [CEO Daily Brief with Dr. Jessica Kriegel](https://stenobird.com/podcast/ceo-daily-brief-with-dr-jessica-kriegel-6756640)
Published: 2026-09-02T09:20:00+00:00
Episode link: https://traffic.megaphone.fm/TENTWT4290336240.mp3
Audio file: https://traffic.megaphone.fm/TENTWT4290336240.mp3
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JSON: https://stenobird.com/v1/public/podcasts/ceo-daily-brief-with-dr-jessica-kriegel-6756640/episodes/ai-saved-time-but-the-organization-didn-t-change
Duration seconds: 386

## Resource

In today's episode: New research on thousands of knowledge workers found AI is saving them time, but that individual efficiency isn't translating into organizational gains. A general counsel went from reviewing one contract a day to seven, and it reveals exactly where AI speed hits a wall that technology can't fix. A cult classic manufacturing book from the 1990s turns out to be the perfect playbook for understanding where AI actually creates value. CEO Daily Brief with Dr. Jessica Kriegel is a 5-minute daily podcast where business pragmatism meets inner wisdom. John Frehse, Global Head of Labor Strategies at Ankura, joins Jessica to unpack why individual AI efficiency doesn't automatically translate into enterprise value, and what it actually takes to unlock that value at scale. Connect with Dr. Jessica Kriegel on LinkedIn Connect with John Frehse on LinkedIn Other Ways to Connect: Jessica Kriegel Website Jessica Kriegel Instagram Jessica Kriegel Newsletter Culture Partners Website Culture Partners LinkedIn

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## Transcript

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