Observability on Your Terms,
Built for engineering Stack.
The software reliability platform built to investigate, respond and prevent incidents, powered by AI that deeply understands your organization. Monitoring & Observability for Near-real-time Streaming, Triggering, Escalation & Response—heartbeat health, incidents, threat hunts and route telemetry across multiple services, in one place, tracking a 99.9% SLA target.
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One-stop SRE observability
What MONSTER stands for
Monitoring
Continuous tracking of transactions and classification confidence.
Observability
Raw transaction to canonical tax schema normalization.
Streaming
Near-real-time ingestion via event-driven tax evaluation.
Triggers
Threshold breaches for VAT mismatch and compliance anomalies.
Enforcement
Automated corrective actions and escalation alerts.
Response
Human-in-the-loop signoff and explainability summaries.