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Process Readiness and Data Discipline for AI Agent Deployment episode artwork

EPISODE · Jan 20, 2026 · 3 MIN

Process Readiness and Data Discipline for AI Agent Deployment

from ByteSized · host kylerturnbull

This episode examines when AI agents add value and when they simply amplify existing problems. We discuss why unreliable processes and poor data lead to hallucinations, why over optimizing can eliminate the need for agents altogether, and how rule based workflows create the foundation for safe automation. The conversation emphasizes using AI to move operations from reactive to intentional while keeping human oversight in place.   Watch the full episode here: https://youtube.com/live/LhvERENSdcA?feature=share    Connect with me on LinkedIn https://www.linkedin.com/in/kylercheatham/  Follow me on Instagram https://www.instagram.com/kyler_cheatham_tech/   Follow me on TikTok https://www.tiktok.com/@kylercheatham   Connect with The Confluencial https://www.linkedin.com/company/the-confluencial   Follow The Confluencial on TikTok: https://www.tiktok.com/@the.confluencial   

Episode metadata supplied by the publisher feed · Published Jan 20, 2026

What this episode covers

This episode examines when AI agents add value and when they simply amplify existing problems. We discuss why unreliable processes and poor data lead to hallucinations, why over optimizing can eliminate the need for agents altogether, and how rule based workflows create the foundation for safe automation. The conversation emphasizes using AI to move operations from reactive to intentional while keeping human oversight in place.   Watch the full episode here: https://youtube.com/live/LhvERENSdcA?feature=share    Connect with me on LinkedIn https://www.linkedin.com/in/kylercheatham/  Follow me on Instagram https://www.instagram.com/kyler_cheatham_tech/  Follow me on TikTok https://www.tiktok.com/@kylercheatham  Connect with The Confluencial https://www.linkedin.com/company/the-confluencial  Follow The Confluencial on TikTok: https://www.tiktok.com/@the.confluencial

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This episode is 3 minutes long.

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This episode was published on January 20, 2026.

What is this episode about?

This episode examines when AI agents add value and when they simply amplify existing problems. We discuss why unreliable processes and poor data lead to hallucinations, why over optimizing can eliminate the need for agents altogether, and how rule...

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