Predictive Engine
Sora Insight
The intelligence layer that sees failure coming — weeks, not hours, in advance. Custom-built for every machine, not a generic algorithm.
Dual-Horizon Forecasting
Tactical Window
3-Week Outlook
Tracks sudden anomalies and impending failure events. Catches bearing degradation and motor load shifts in near-real-time to trigger immediate maintenance alerts.
Strategic Window
3-Month Outlook
Tracks subtle deviations from historical baselines. Gradual misalignment and incremental efficiency loss are detected weeks before they trigger tactical alarms.
The Learning Process
01
Learning Phase
Weeks 1–2: System maps unique operational patterns, load cycles, and environmental baselines.
02
Forecasting Activates
Month 3+: Dual-horizon forecasting goes live. Anomalies are detected against established unique baselines.
03
Continuous Refinement
Ongoing: Expert feedback retrains models. The longer the system runs, the sharper the predictions.
Sora Insight Dashboard
Every subscription includes 5 user licenses for real-time visibility across your full asset inventory.
- ✓ Machine Health Scores
- ✓ Trend Visualization
- ✓ Tactical/Strategic Outlooks
Predictive power at your fingertips.
Deploy AI-verified monitoring in days.