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Mark Frelser
Mark Frelser

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Software engineer exploring AI, automation, and modern eCommerce. Always building, always learning.

One thing I've noticed while exploring AI-powered products is that many platforms push for full automation.

Sounds great... until the AI makes a decision you didn't want.

I actually prefer a different approach: AI as an advisor, not a decision-maker.

Recently I came across Droplox, and one design choice stood out. The AI can analyze products and suggest the next move, but it can't spend your budget without your approval.

That feels like a small UX detail, but it's actually a trust feature.

Whether you're building eCommerce software, SaaS, or internal tools, giving users the final say creates more confidence than trying to automate everything.

Sometimes the best AI isn't the one that does the mostβ€”it's the one that knows when to wait.

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