Large-scale fraud is not run by individual hackers but by organized 'factories' that resemble corporations. These entities have specialized departments, division of labor, performance KPIs, and even employee services like cafeterias and clinics, operating with high efficiency.
The market for cybercrime tools mirrors the legitimate SaaS industry. Criminals can purchase subscriptions to deepfake services, uncensored language models, and phishing kits, complete with pricing tiers and customer support, making advanced fraud accessible for a low monthly cost.
AI automation displaces skilled workers from the legitimate job market. Paradoxically, this same AI creates demand for those exact skills within the organized fraud industry, which then also begins to automate these new 'shadow' jobs, creating a vicious cycle.
Since AI-powered fraud operates as a systemic, industrialized process, defensive measures must also be systemic. Rather than responding to individual scams, efforts should focus on dismantling the underlying infrastructure—from data centers and payment gateways to the deepfake services themselves.