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Where AI Actually Works (for Operators)
Most AI projects fail because operators apply it in the wrong places.
By the end of this video, you’ll know which AI initiatives are worth funding and which ones to avoid.
If you're a founder, operator, or executive trying to figure out where AI actually fits in your company, this is the framework I’ve used over six years to eliminate $50M+ in manual work across mid-market and enterprise level corporations.
You’ll learn:
• The 4 requirements every AI use case must meet
• Where AI consistently works, and where it breaks
• The #1 mistake operators make when selecting AI use cases
• Why automation should come before AI
• Why commodity AI tools break under operational complexity
Chapters:
0:00 95% of AI Projects Fail
0:41 The #1 AI Mistake Operators Make When Choosing a Use Case
1:36 Commodity vs Custom Problems
2:12 Automate First. AI Second.
2:54 4 Requirements for AI ROI
6:07 Where AI Works
8:59 Where AI Breaks
12:21 Build vs Buy vs Hire
Subscribe for more operator-level AI strategy.
Check out how we approach operational bottlenecks: https://2ly.link/2daBc
If you'd rather just talk through your own scaling plan, book a strategy session here: https://2ly.link/2daBf
Download the AI Notes here: https://docs.google.com/document/u/3/d/1FbxRbGExXA6TMm6fOjfo8wc0TcWCKpjc/edit?usp=sharing&ouid=110711069847127505751&rtpof=true&sd=true
Видео Where AI Actually Works (for Operators) канала Issac Hicks
By the end of this video, you’ll know which AI initiatives are worth funding and which ones to avoid.
If you're a founder, operator, or executive trying to figure out where AI actually fits in your company, this is the framework I’ve used over six years to eliminate $50M+ in manual work across mid-market and enterprise level corporations.
You’ll learn:
• The 4 requirements every AI use case must meet
• Where AI consistently works, and where it breaks
• The #1 mistake operators make when selecting AI use cases
• Why automation should come before AI
• Why commodity AI tools break under operational complexity
Chapters:
0:00 95% of AI Projects Fail
0:41 The #1 AI Mistake Operators Make When Choosing a Use Case
1:36 Commodity vs Custom Problems
2:12 Automate First. AI Second.
2:54 4 Requirements for AI ROI
6:07 Where AI Works
8:59 Where AI Breaks
12:21 Build vs Buy vs Hire
Subscribe for more operator-level AI strategy.
Check out how we approach operational bottlenecks: https://2ly.link/2daBc
If you'd rather just talk through your own scaling plan, book a strategy session here: https://2ly.link/2daBf
Download the AI Notes here: https://docs.google.com/document/u/3/d/1FbxRbGExXA6TMm6fOjfo8wc0TcWCKpjc/edit?usp=sharing&ouid=110711069847127505751&rtpof=true&sd=true
Видео Where AI Actually Works (for Operators) канала Issac Hicks
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12 февраля 2026 г. 23:17:58
00:12:47
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