4. Take into account OSINT methods and the evolution of Twitter/X

Open Source Intelligence (OSINT) techniques consist in gathering information from public sources available on the Internet: media, social networks, institutional documents, classic sites, forums, satellite images... Thanks to OSINT, analysts can rapidly detect incidents and emerging trends. Analysis of OSINT data using datavisualization tools provides valuable insights into geopolitical and security developments in real time. This is particularly important for companies operating in unstable or high-risk environments.

On the web, you'll find examples of maps updated in real time, enabling you to monitor situations and better understand ongoing conflicts. One example is the interactive maps on the Livuamap website, which provide real-time information on world events. These maps cover various types of events, including armed conflicts, natural disasters, security...