Decision‑support systems (DSS) have evolved from rule‑based expert systems to data‑driven platforms powered by machine learning (ML). While traditional ML models excel at pattern recognition, they often lack the capacity to reason over complex relationships and to adapt to rapidly changing environments. The proliferation of multimodal data—text, imagery, sensor streams, and relational graphs—has intensified the demand for a unified AI engine that can simultaneously , reason , and act .
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