AI-Driven Observability & Incident Prevention
We engineer AI-native observability platforms that unify logs, metrics, and traces—predicting incidents before they occur and automating remediation to ensure continuous uptime, reliability, and compliance across enterprise systems.
Unified Observability Pipeline
We deploy open, vendor-agnostic pipelines that ingest and normalize telemetry across infrastructure, applications, and networks—providing a single pane of visibility.
Predictive Incident Detection
Time-series forecasting and anomaly detection models identify performance degradations and outage precursors before service disruption.
Automated Root Cause Analysis
Graph-based AI engines correlate logs, metrics, and traces to pinpoint the true source of incidents across complex, distributed environments.
Proactive Incident Prevention
Self-learning models recognize recurring fault patterns and apply preemptive remediation workflows to stop incidents from recurring.
Cross-Domain Correlation
Our platforms integrate signals across cloud, containers, microservices, and edge devices—delivering holistic insights and preventing blind spots.
Compliance-Embedded Monitoring
Automated audit logs and explainable AI ensure observability pipelines align with SOC 2, ISO 27001, PCI-DSS, HIPAA, and NIST standards.

Reduced MTTR by 60% using AI-based log correlation and automated remediation in mainframe-to-cloud integration systems.
Predicted high-cart-abandonment events during sales peaks by detecting latency anomalies, reducing transaction failures by 30%.
Achieved 99.98% uptime in patient scheduling platforms by predicting memory leaks and proactively scaling clusters.
Prevented 70% of recurring outages across 20,000+ network nodes through anomaly detection and closed-loop auto-remediation.

Real-time predictive insights across distributed systems
Automated root cause detection with graph-based AI
Self-healing incident prevention that reduces MTTR
Cross-domain correlation for full-stack visibility
Proven reliability gains in retail, BFSI, healthcare, and telecom

Human-Centric Impact.
From Fortune 500s to digital-native startups — our AI-native engineering accelerates scale, trust, and transformation.










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Aziro has been a true engineering partner in our digital transformation journey. Their AI-native approach and deep technical expertise helped us modernize our infrastructure and accelerate product delivery without compromising quality. The collaboration has been seamless, efficient, and outcome-driven.
Fortune 500 company