When AI Knows Everything, How Do You Decide Anything?
Thu Feb 05 2026
AI promised clarity. Instead, it delivered information overload.
In this episode, we unpack what happens when AI gives ecommerce teams more data than they can reasonably act on, dashboards multiplying, forecasts diverging, tests contradicting each other, and decisions getting harder instead of easier.
Taylor and Andrew talk through:
Why AI surfaces problems faster than it solves them
How “more insight” can actually paralyze operators
The limits of forecasting, incrementality, and optimization at scale
Where human judgment still matters, and always will
What ecommerce leaders should focus on when the data stops agreeing
This isn’t an anti-AI conversation. It’s a reality check.
Because the competitive advantage isn’t knowing more, it’s knowing what to ignore, what to trust, and when to act.
Show Notes:
See how Attentive helps connect people and the brands they love.: https://bit.ly/4ag8oEJ
Explore the PROPHIT System: http://prophitsystem.com
The Ecommerce Playbook mailbag is open — email us at podcast@commonthreadco.com to ask us any questions you might have
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AI promised clarity. Instead, it delivered information overload. In this episode, we unpack what happens when AI gives ecommerce teams more data than they can reasonably act on, dashboards multiplying, forecasts diverging, tests contradicting each other, and decisions getting harder instead of easier. Taylor and Andrew talk through: Why AI surfaces problems faster than it solves them How “more insight” can actually paralyze operators The limits of forecasting, incrementality, and optimization at scale Where human judgment still matters, and always will What ecommerce leaders should focus on when the data stops agreeing This isn’t an anti-AI conversation. It’s a reality check. Because the competitive advantage isn’t knowing more, it’s knowing what to ignore, what to trust, and when to act. Show Notes: See how Attentive helps connect people and the brands they love.: https://bit.ly/4ag8oEJ Explore the PROPHIT System: http://prophitsystem.com The Ecommerce Playbook mailbag is open — email us at podcast@commonthreadco.com to ask us any questions you might have