Operations Efficiency Agent
Detects bottlenecks from logs/ERP/energy data, explains anomalies and recommends actions—with weekly KPI digests.
OperationsAnalyticsAnomaly DetectionLLM
Business Challenge
Root-cause analysis across machine logs, energy meters and ERP exports is fragmented; insights arrive late or not at all.
Our Solution
Streaming/batch ingestion + anomaly detection + LLM explanations. Correlates signals (downtime, scrap, energy spikes) and proposes actions with impact estimates.
Measurable Results
- 15–30% reduction in downtime/energy waste (typical pilots)
- Faster RCA with correlated signals and narratives
- Standardized ops reporting across plants/lines
Key Capabilities
- Data connectors (PLC/SCADA exports, ERP CSVs, energy sensors)
- Statistical + ML anomaly detection
- Correlation analysis (shift, line, product, supplier)
- LLM explanations & action recommendations
- Weekly KPI digests and alerting
