Security Barriers to Trustworthy AI-Driven Cyber Threat Intelligence in Finance: Practitioner Evidence
arXiv·medium signal
Despite widespread claims that AI strengthens cyber threat intelligence (CTI), this practitioner study finds that trustworthy production deployment in financial institutions remains limited. Adoption depends not just on predictive performance but on governance, integration into existing security workflows, and regulatory compliance. The evidence-based barriers identified apply broadly to any regulated industry attempting to deploy AI-driven security automation. Based on interviews with actual financial security practitioners.