16d • ⚡ Tools & Stacks
The AI workflow I keep seeing fail (and the fix)
Most people automate the wrong thing first.
They grab a new AI tool, wire it up, and expect results. They don't come.
The problem isn't the tool. It's that they automated a broken process. AI just makes the broken part run faster.
Fix: before you automate anything, write out what the ideal human version looks like. Clear inputs, expected outputs, defined handoffs.
Then automate that.
What's the first AI workflow you built that actually worked — what made it click?
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The AI workflow I keep seeing fail (and the fix)
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A.I Architect, Claude, Openclaw Agent Automations, N8N, Custom Lead Automation Pipelines. 15+ Years in Marketing. IG: @marc_illy - Youtube @MarciLLyTV
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