
Artificial Intelligence Podcast: ChatGPT, Claude, Midjourney and all other AI Tools Is AI Going to Take Over For Outsourcing With Thomas Doherty
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Dec 15, 2025 Thomas Doherty, an AI and operations expert renowned for driving AI transformations in outsourcing, discusses how AI is poised to revolutionize traditional outsourcing models. He emphasizes AI as the 'great equalizer,' breaking down language barriers and leveling the global playing field. Thomas highlights the importance of viewing AI as a partner to enhance human capabilities, advocating for thoughtful process mapping and engagement with frontline workers. His insights on obtaining clear goals and focusing on core solutions offer practical strategies for future success.
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Define Clear Success Metrics
- Define clear goals, success metrics, and examples of good/bad outputs before hiring or automating.
- Jonathan Green warns vague briefs like "take care of my social media" cause prolonged trial-and-error.
Less Is More With KPIs
- Most operations only need 8–12 core metrics rather than dozens or none at all.
- Thomas Doherty says focusing on the vital metrics reveals what drives success.
Onboard People, Not Replace Them
- Avoid telling employees you will replace them with AI; involve and onboard them properly instead.
- Jonathan Green cautions this language invites sabotage and morale collapse during AI projects.

