The Challenge
Business Challenge
Root-cause analysis across machine logs, energy meters and ERP exports is fragmented; insights arrive late or not at all.
What We Built
Our Solution
Streaming/batch ingestion + anomaly detection + LLM explanations. Correlates signals (downtime, scrap, energy spikes) and proposes actions with impact estimates.
Capabilities
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
The Outcome
Measurable Results
15–30% reduction in downtime/energy waste (typical pilots)
Faster RCA with correlated signals and narratives
Standardized ops reporting across plants/lines