# Task by Task: The Workflows We're Handing to AI — One Decision at a Time | Lens Four by Sean Martin | Read by TAPE9

Page: https://stenobird.com/podcast/redefining-cybersecurity-5914228/task-by-task-the-workflows-we-re-handing-to-ai-one-decision-at-a-time-lens-four-by-sean-martin-read-by-tape9
Text version: https://stenobird.com/podcast/redefining-cybersecurity-5914228/task-by-task-the-workflows-we-re-handing-to-ai-one-decision-at-a-time-lens-four-by-sean-martin-read-by-tape9.md
Podcast: [Redefining CyberSecurity](https://stenobird.com/podcast/redefining-cybersecurity-5914228)
Published: 2026-03-10T15:40:40+00:00
Episode link: https://redefiningcybersecuritypodcast.com/episodes/task-by-task-the-workflows-were-handing-to-ai-one-decision-at-a-time-lens-four-by-sean-martin-read-by-tape9-j13BWn6K
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Duration seconds: 1736

## Resource

Nobody decided to build a human-optional workflow — they just kept making reasonable procurement decisions, task by task, until the human became optional across hiring, contracting, finance, and security operations. Sean Martin traces what organizations have actually assembled, where accountability lives when it goes wrong, and why the regulatory window for getting ahead of it is closing faster than most leaders realize.

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## Transcript

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