AI Workflows: Do’s and Don’ts

Let’s get real – AI isn’t magic. You can’t just plug it in and expect miracles.

AspectTop 1% (Do’s)99% (Don’ts)
StrategyAI, they tie to real goals. Clear roles. Toss random tools around. Projects live in silos.
DataTime they spend on clean, secure, trusted data.Data prep? Nah. Dirty data, all day.
Human – AI SynergyHumans, they enhance. Feedback loops, they build. Training? Ongoing.Replace everyone? Sure. Oversight? Nope.
MeasurementROI, productivity, impact – they track all of it.Metrics? What metrics? Success is… unclear.

If AI doesn’t fix a clear problem, don’t bother.

What were we thinking when we skip the basics?

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