Cybersecurity with a Digital Twin: Why Real-Time Data Streaming Matters

Cyberattacks on critical infrastructure and manufacturing systems are growing in scale and sophistication. Industrial control systems, connected devices, and cloud services expand the attack surface far beyond traditional IT networks. Ransomware can stop production lines, and manipulated sensor data can destabilize energy grids. Defending against these threats requires more than static reports and delayed log analysis. 

Organizations need real-time visibility, continuous monitoring, and actionable intelligence. This is where a digital twin and data streaming come together: digital twins provide the model of the system, while a Data Streaming Platform ensures that the model is accurate and up to date. The combination enables proactive detection, faster response, and greater resilience.