Quality Investigator

Correlates defect-rate spikes with upstream changes (raw materials, parameters, operators, batches).

IdleQualityCloud runtimeOwned by Priya Shah

Overview Runs Config Models Metrics

Configuration for Quality Investigator. Changes deploy on save.

Identity

Name: Quality Investigator
Description: Correlates defect-rate spikes with upstream changes (raw materials, parameters, operators, batches).
Category: Quality
Owner: Priya Shah

Trigger

Type: Event
Detail: defect rate +0.5σ

Instructions

Watch for vibration on rotating equipment via the MQTT bearing topic.
When 5-minute moving average exceeds the ISO 10816 alert threshold for
the equipment class, run a spectral analysis. If signature matches a
known wear pattern, project the time-to-failure and draft a work order
with: parts lookup, schedule reservation, parts reservation, and
estimated cost. Submit for approval if cost > $200 or downtime > 1 hour.

Tools enabled

Query tagsSpectral analysisKnowledge searchInventory APISchedule lookupCreate work orderSend notification

Approval policy

Mode: Approve when cost > $200
Approvers: Sam Rivera, Marcus Liu
Auto-decline after: 24 hours