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AI hallucinations can quietly drain agency resources, costing businesses up to $67.4 billion annually due to errors in client deliverables. These unexpected mistakes chew up 4.3 hours of verification time each week, slowing down your workflow
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AI hallucinations can quietly drain agency productivity and client trust. Did you know they cost businesses an average of $14,200 annually in rework and corrections? For teams juggling client deliverables, these errors mean hours lost and extra stress
If you’re a PM planning to ship AI features in 2026, you know the stakes are high. Take Spotify’s Discover Weekly playlist, which grew to 40 million weekly listeners by early 2026. That’s proof that smart AI can create real user value at scale