Vibration Guard Continuously monitors bearing vibration across all rotating equipment and predicts failures. | Maintenance | Edge | Running | Continuous · MQTT vibration topics | 412 | just now | Sam Rivera |
Shift Briefer Generates a handoff briefing 5 minutes before each shift change with OEE, downtime, and quality digest. | Production | Cloud | Scheduled | Schedule · 05:55, 13:55, 21:55 | 3 | 1h ago | Sam Rivera |
Quality Investigator Correlates defect-rate spikes with upstream changes (raw materials, parameters, operators, batches). | Quality | Cloud | Idle | Event · defect rate +0.5σ | 7 | 3h ago | Priya Shah |
Parts Orchestrator Watches inventory thresholds, drafts purchase orders, and reserves parts for upcoming work orders. | Maintenance | Cloud | Idle | Event · min-stock or WO created | 12 | 2h ago | Marcus Liu |
Downtime Analyzer Runs a post-mortem on every stop > 30 seconds, correlating sensor data and operator notes. | Production | Cloud | Idle | Event · line stop > 30s | 4 | 3h ago | Marcus Liu |
CIP Validator Verifies clean-in-place cycles meet temperature, conductivity and time spec across all lines. | Quality | Edge | Idle | Event · CIP cycle complete | 8 | 1h ago | Priya Shah |
Capper Torque Monitor Tracks capper torque drift and auto-corrects within tolerance, escalates if outside band. | Quality | Edge | Running | Continuous · capper torque tag | 86 | just now | Priya Shah |
Batch Correlator Links raw-material batch metadata to downstream quality events to surface supplier patterns. | Quality | Cloud | Idle | Event · batch changeover | 6 | 8h ago | Priya Shah |
Energy Optimizer Detects idle-time energy waste and recommends chiller setpoint and compressor staging changes. | Energy | Cloud | Running | Schedule · every 15 min | 96 | 15m ago | Sam Rivera |
Alarm Noise Reducer Identifies nuisance alarms and suggests deadband or delay adjustments to reduce alarm fatigue. | Safety | Cloud | Scheduled | Schedule · daily 04:00 | 1 | 3h ago | Marcus Liu |
Changeover Assistant Guides operators through SKU changeovers with checklists, parameter sets, and SOP references. | Production | Cloud | Idle | Manual · operator initiated | 2 | 12h ago | Priya Shah |
Compliance Logger Auto-generates FDA 21 CFR Part 11 audit trail entries from operational events. | Compliance | Cloud | Running | Continuous · audit topics | 1840 | just now | Priya Shah |