01Unified data-to-decision substrateData ingestion, model inference, and decision execution now share a single operational runtime — eliminating handoffs between system layers.
02Coherent state managementSystem state is now maintained as a single, consistent snapshot across all layers — no more stale reads between pipeline stages.
03Reduced cross-layer latencyRemoval of serialisation boundaries between data, model, and decision layers reduces end-to-end latency by an estimated 40–60% in standard configurations.
04Unified observability surfaceAll system events — from data ingestion through decision output — are now captured in a single structured log, enabling complete operational visibility.