Looking ahead to 2026, online risk information systems are poised to undergo a significant evolution. We anticipate a increased focus on automated evaluation and preventative features, driven by the increasing complexity of malware. Synergy with extended detection and response (XDR) frameworks will become essential, alongside enhanced presentation