Nidus

Nidus is an outbreak-intelligence agent that learns daily instead of starting from zero. It pulls real-time disease reports from institutions like WHO and CDC, but its real edge is memory that lives in MongoDB Atlas — tracking which retrieval strategies work, which sources are reliable, and how its own forecasts have been biased, then using that to make sharper decisions each time it's used. Licensed as a terminal for governments, biotech, and corporate risk teams, Nidus turns raw outbreak data into judgment that gets faster and more accurate the longer it runs.