AI-Driven IT Reliability
InsightFinder delivers AI-driven IT Reliability solution, powered by patented composite AI technologies. Our platform automatically detects anomalies, pinpoints root causes, and generates remediation playbooks—helping teams prevent outages and improve reliability across enterprise-scale IT infrastructure, applications, and services.
InsightFinder’s IT reliability solution gives ITOps, DevOps, and SRE Teams complete multi-modal analysis and visibility – to predict and prevent incidents and outages.
IT Ops, DevOps, and SRE Teams must detect emerging issues fast – before they create incidents that impact customers. InsightFinder’s AI-driven IT reliability platform provides predictive visibility across infrastructure, applications, and services, enabling teams to isolate problems, understand impact, and resolve issues quickly.
InsightFinder’s Unified Intelligence Engine ingests and correlates logs, metrics, traces, and dependency graph data to surface real-time anomalies, identify root causes, predict incidents, and trigger auto-remediation. This enables teams to identify issues and root cause quickly to reduce MTTD and MTTR, and to ensure application and infrastructure reliability and performance.
AI-Driven IT Reliability Platform Features
Precise Anomaly Detection
Detect issues in real time with multivariate, threshold-less anomaly detection. InsightFinder analyzes patterns across logs, metrics, traces, and dependencies to surface only high-value anomalies; rapidly, accurately, and without alert noise.
Root Cause Analysis
Automatically analyze incidents, metrics, logs, and traces in real-time. Identify root cause of IT incidents in minutes instead of hours, while reducing false alerts by 90%.
Incident Prediction
InsightFinder’s unsupervised machine learning predicts incidents without labeled training data. The platform learns causal patterns and weak signals to forecast failures before they impact customers or SLAs.
Auto-Remediation
Leverage InsightFinder AI’s incident prediction to automate incident response. Use real-time analysis and predictions to trigger alerts, initiate remediation, and automate incident workflows based on your current runbooks.
Log File Compression/PII Compliance
InsightFinder monitors log files in real-time, then passes anomalies to the integration platform. Log data are compressed by more than 90% without loss.
In many systems, log files contain elements of personally identifiable information (PII). InsightFinder redacts log files so no PII is transmitted or stored – ensuring compliance and reducing costs.
Operation AI Agent
InsightFinder’s operation AI Agent ARI generates root cause summaries and action recommendations in natural language and orchestrates remediation action workflows. Reduce the complexity of results and give your incident responders clear direction.
Dependency Graph
The Dependency graph provides a visualization of the logic relationships between different system components – a key inference hint for root causal analysis.
Service Map
InsightFinder’s Service Map provides a single view of system performance at the instance level. Gain real-time insights into the health and performance of system components.
Key Capabilities of AI-Driven IT Reliability
Real-time Anomaly Detection
Root Cause Analysis
Threshold-less and Customizable Alerting
Incident Prediction
Predictive Trend Analysis
Unsupervised Machine Learning
Automatic root cause localization
Insights Dashboard
Resource Hotspot & Bottleneck detection
Time-travelling Service Health Map
Proactive Kubernetes Autoscaling
Unified Health View
Operation AI Agent ARI
Solutions
Unified Health View
Observe your entire IT system health in real-time with one central view across all services, applications, and infrastructure. Catch production issues caused by new releases before your customers are impacted.
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Incident Investigation
Resolve incidents faster with automated root cause analysis that identifies the true source in minutes instead of hours. Reduce false alerts by 75–90% and eliminate wasted time spent sifting through dashboards or logs.
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Incident Prediction
Gain hours of advance warning before outages occur. InsightFinder’s purpose-built AI identifies weak signals, emerging failures, and predictive patterns to give teams the time they need to prevent customer-facing impact.
See how it worksEasy Integrations
InsightFinder AI’s anomaly detection, root cause analysis, and incident predictions integrate easily into the leading Observability platforms – bringing high-power AI-based analysis to your existing Observability and Monitoring environment.
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