AI should support teams where manual review, classification, prediction or summarisation currently slows work down. The key is human oversight and operational fit.
Designing AI features that improve workflow instead of adding noise
Useful AI features reduce manual effort and decision latency. Bad ones create friction and distrust.
ai
workflow automation
product design
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