Monitoring Service
Central alert clearinghouse
The Monitoring Service is the central hub for all alerts across the Inflight platform. It aggregates alerts from every component, correlates related issues, and provides a unified view of what needs attention—reducing noise and helping you focus on what actually matters.
Why Centralized Monitoring Matters
When alerts are scattered across tools and components, important issues get lost in the noise. The Monitoring Service brings everything together.
Alert Correlation
Reduce alert noise through intelligent correlation and deduplication
Full Lifecycle
Track alerts from detection through acknowledgment to resolution
Multi-Source
Aggregate alerts from all Inflight components in one place
The Alert Fatigue Problem
Modern systems generate countless alerts. Without intelligent management, teams either ignore alerts or waste time on false positives:
Without Correlation
- Duplicate alerts for the same issue
- Alert fatigue leads to ignored warnings
- No visibility into alert resolution
- Context lost between team members
With the Monitoring Service
- Related alerts automatically grouped
- Noise reduced, signal amplified
- Full lifecycle tracking and audit trail
- Seamless handoffs with preserved context
Alert Lifecycle
Every alert follows a clear lifecycle, ensuring nothing falls through the cracks:
OPEN
Alert has been detected and requires attention
Available Actions:
ACKNOWLEDGED
Someone is investigating or working on the issue
Available Actions:
CLOSED
Issue has been resolved or determined to be non-actionable
Available Actions:
Core Capabilities
The Monitoring Service provides the infrastructure for effective alert management across your entire Inflight deployment.
Intelligent Deduplication
Multiple alerts for the same underlying issue are automatically correlated, reducing noise and helping you focus on what matters.
Multi-Component Aggregation
Alerts from the Metrics Collector, Simulator, AI Advisor, and other components flow into a single unified view.
Lifecycle Management
Every alert follows a clear lifecycle from detection to resolution, with full audit trails and accountability.
Team Collaboration
Assign alerts to team members, add notes, and collaborate on resolution without losing context.
Alert Categories
The Monitoring Service aggregates alerts from all Inflight components:
Anomaly Alerts
Metrics Collector- Unusual metric patterns
- Data quality issues
- Missing data gaps
- Threshold breaches
Simulation Alerts
Simulator- Model calibration drift
- Low prediction confidence
- Validation failures
- Backtester warnings
Recommendation Alerts
AI Advisor- High-impact opportunities
- Risk warnings
- Policy violations
- Failed validations
Service Alerts
Inflight Agent- Registration failures
- Configuration changes
- Lease expirations
- Discovery issues
Intelligent Correlation
Not all alerts are equal. The Monitoring Service helps you focus on what matters:
Deduplication
Multiple alerts for the same issue become a single actionable item
Grouping
Related alerts are grouped by service, component, or root cause
Priority Ranking
Critical issues surface to the top based on impact and urgency
Audit & Accountability
Every alert action is tracked for compliance and continuous improvement:
Time Tracking
Track time-to-acknowledge and time-to-resolution for every alert
Assignment History
See who worked on each alert and when ownership changed
Resolution Notes
Document what was done to resolve each issue for future reference
Pattern Analysis
Identify recurring issues and improve prevention over time
Ready for Unified Alerting?
Stop drowning in alerts. Get a unified view of what needs attention across your entire Inflight deployment.