EngineeringJuly 11, 20267 min readSISKO Engineering
Why BALLA stacks five AI layers
The hardest part of a security AI isn't detecting, it's detecting without drowning teams in false alarms. A single model handles that trade-off poorly.
So BALLA stacks five levels: real-time anomaly, contextual per-profile analysis, action sequences, supervised anti-false-positive filtering, then action decision. Each layer has one responsibility and covers the others' blind spots.
Finally, every decision ships with a SHAP explanation: which factors weighed in, and by how much. That is what makes the system auditable, and compliant with rules on automated decisions.