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Businesses face growing challenges from overly aggressive fraud detection systems that mistakenly flag legitimate operations. New AI solutions are emerging that can distinguish between actual fraud and lawful activity, with some companies reporting false positive reductions up to 60%.

The Rising Cost of False Positives

Artificial intelligence systems designed to prevent fraud are increasingly causing collateral damage to legitimate businesses, according to industry reports. Sources indicate that companies operating in sectors like CBD, telehealth, gaming, crypto, and alternative finance frequently face account freezes and higher transaction fees despite operating legally. Analysts suggest that automated fraud systems often treat unfamiliar patterns as dangerous, leading to significant business disruptions.