Data Platform & Optimization
Energy Recommendation System
Transforms building demand data into time-sensitive grid recommendations using forecasting and scalable processing.
- Outcome
- 5.4% demand reduction
- Scope
- 8,000+ buildings
Portfolio
From Sensor to Decision
A connected Industrial AI workflow that turns operational data into reliable decisions.
01Operational DataTelemetry, quality, and maintenance signals
02Data PlatformCollection, validation, and context
03Predictive AnalyticsRisk, demand, and failure insight
04Decision SupportActionable engineering recommendations
Selected work
Integrated projects with operational impact
Predictive Analytics
Predictive Maintenance Platform
Uses interpretable state-based models and real sensor patterns to support safety-critical maintenance decisions.
- Outcome
- $8.4M modeled annual savings
- Focus
- Reliability and explainability
Decision Support
Clinical Operations Decision Support
Connects patient risk prediction with operational resource planning in a regulated data environment.
- Context
- 6.2M+ affected adults
- Focus
- Risk, staffing, and compliance
The connecting principle