🛡️ AI for Endpoint Detection and Response (EDR) As cyber threats grow in sophistication, endpoints—laptops, mobile devices, servers—are no longer just entry points; they’re active battlegrounds. Traditional EDR tools focus on collecting and analyzing endpoint telemetry. But with thousands of alerts and evolving attack patterns, manual detection and response simply can’t keep up. Enter AI-powered

AI vs. Ransomware: Who Has the Upper Hand? ⚔️ The Battlefield Side Key Weapons Biggest Advantages Core Weaknesses Ransomware Gangs • Human‑operated “big‑game hunting” playbooks • RaaS (Ransomware‑as‑a‑Service) marketplaces • AI‑generated phishing & deepfake voice for social engineering • Rapid monetization via crypto • Global affiliate networks • Constant evolution of TTPs • Need for stealth pre‑encryption