Dashboard
Insights
AI Insights
Predictive analytics and optimization recommendations
Device Health Score
94%
+2% from last month
License Optimization
87%
Potential savings: ₹2.4L/year
Predictive Failure Risk
4
Devices at risk in next 30 days
Device Health Over Time
Cost Optimization Projections
Predictive Maintenance Recommendations
| Device | OS | Predicted Issue | Risk Level | Recommended Action | Confidence |
|---|---|---|---|---|---|
| LAPTOP-WIN-089 | Windows | Battery Degradation | High | Replace battery within 30 days | 92% |
| MACBOOK-PRO-042 | macOS | Storage Capacity | Medium | Upgrade to 1TB SSD | 85% |
| RHEL-SERVER-003 | Linux | Memory Pressure | High | Add 16GB RAM | 88% |
| UBUNTU-DEV-015 | Linux | Thermal Throttling | Medium | Clean cooling system | 78% |
| CHROMEBOOK-EDU-021 | ChromeOS | Outdated Build Approaching EOL | Medium | Update to ChromeOS 121+ | 90% |
| IPAD-PRO-M2-015 | iOS | Battery Health Degraded | Low | Monitor battery health, consider service in 60 days | 82% |