Multi-engine pluralism reduced to a weighted verdict.
Reduced verdict ambiguity and faster triage. Each alarm arrives with its rule, source telemetry, enrichment, and confidence weighting — so the first question of the shift is decision, not interpretation.
Intelligible decision-oriented summaries grounded in evidence. Executive narratives — cited to the lake records that ground them — translate operational telemetry into the register the board can act on.
When multiple engines speak, the platform must arbitrate — not by majority vote, but by weighted aggregation that reflects each engine's epistemic reliability for the artefact class in question.
Each engine contributes a calibrated confidence value with a domain-specific weight. The aggregator computes the joint confidence and emits a single verdict whose constituent contributions remain inspectable.
Operators see one decision while retaining access to engine-level evidence.
Before: conflicting engine outputs flooded the queue.
Domain experts adjust weights as new engines mature.
Before: aggregation was opaque or absent.
Weights are calibrated against ground-truth incidents.
Before: calibration was anecdotal.
"Mendukung confidence score aggregation dari berbagai engine analisis dengan pembobotan terukur."
— NOGTUS Platform Specification