What problem it solves
A critical component fails before anyone planned the service.
MANUFACTURING OPERATIONS
IMMS — Intelligence Maintenance Management System
Turn asset-condition insights and remaining useful life estimates into timely maintenance priorities and spare-part plans.
Contact person: Dina · 858-2458-5090
Key capabilities
- RUL Forecasting — part-life estimation
- Asset Monitoring — condition visibility
- Critical Priorities — actionable risk alerts
- Spare Readiness — stock and lead times
KPIs it helps track
- Unplanned downtime
- Remaining useful life (RUL) per component
- Critical-risk assets
- Spare-part availability and lead time
KPI names only — baselines and targets are agreed with you during Discovery.
Data & connectivity prerequisites
- Asset and component register
- Condition or runtime data and maintenance history
- Spare-part stock and lead-time data
Integration & deployment
- Shop-floor signals via IIoT and edge gateways
- ForgeLab Machine Learning for predictive models
- ERP for spare-part inventory and purchasing
- Deployment model and hosting are agreed during Discovery for your IT/OT environment.
Scope & limitations
- RUL values are estimates; their reliability depends on history and data quality.
- Assets with little history start with condition monitoring before prediction.
- Maintenance decisions remain with your team.
Process flow handled
- Monitor asset condition
- Estimate remaining useful life
- Prioritize critical components
- Plan service and spare parts
Start with a Discovery Assessment.
Or talk to Dina directly on WhatsApp: 858-2458-5090.