# Stop Fires Before They Start Our AI-driven IT Reliability platform learns your systems to automatically detect anomalies, pinpoint root causes, generate remediations, and prevent incidents—using Composite AI technologies to keep your apps and infrastructure healthy before outages ever reach your customers. InsightFinder’s IT Reliability platform gives ITOps, DevOps, SRE, and Platform Teams complete AI-driven multi-modal analysis and visibility to predict and prevent production incidents before they impact customers. **Reactive Operations Are Costing You** Traditional APM and observability drowns teams in noise, misses root causes, and leaves teams scrambling after the damage is already done. Go _beyond observability_ and into preventative actions, with adaptive AI that continuously learns your systems: detect emergent issues, isolate problems, understand impact, and fix it before customers notice— **across traditional infrastructure, applications, and services.** **A Patented Approach to Proactive Resolution** InsightFinder’s Unified Intelligence Engine (UIE) leverages composite AI techniques to analyze data streams without the need for manual labels or thresholds, learning autonomously and continuously adapting to your environment. UIE is the brains behind delivering IT reliability when it ingests logs, metrics, and traces along with system dependency data to **shift your teams from reactive firefighting to proactive prevention.** ## AI-Driven IT Reliability Platform Features ### Precise Anomaly Detection Detect issues in real-time with multivariate, threshold-less anomaly detection built for modern, dynamic systems. Automatically analyze patterns across logs, metrics, traces, and service dependencies to surface the anomalies that matter most without relying on static thresholds or generating excess alert noise. Get **faster detection, higher signal quality, and less time wasted** chasing false positives. ### Root Cause Analysis Identify root cause in minutes, not hours, with automated real-time analysis across incidents, metrics, logs, and traces. By correlating signals across your environment as issues unfold, your teams can quickly isolate the most likely source(s) of impact and move from alert to action faster. Spend dramatically less time spent in manual investigations, with **90% fewer false alerts**, and faster paths to resolution. ### Incident Prevention Prevent incidents before they happen with Unsupervised AI that predicts failures without requiring labeled training data. By automatically learning causal patterns and weak signals across your environment, InsightFinder forecasts emerging issues long before they impact customers or threaten SLAs. Get **more time to intervene early, reduce risk, and stay ahead** of outages instead of reacting after the fact. ### Auto-Remediation Automate incident response with patented AI that turns real-time analysis and predictions into action. InsightFinder triggers alerts, initiates remediation (with human-in-the-loop approvals), and executes incident workflows based on your existing runbooks and operational processes. **Respond faster, reduce manual effort, and resolve issues** more consistently at scale. ### Log File Compression/PII Compliance Reduce log volume and protect sensitive data with real-time log compression and personally identifiable information (PII) compliance controls. InsightFinder continuously monitors log files, strips PII before data is transmitted or stored, and passes only relevant anomalies to your third-party integration platform. Compress log data by more than 90% without loss and **lower costs while supporting compliance** and keeping downstream systems focused on the signals that matter. ### Dependency Graph Visualize how your systems connect with a dependency graph that maps the logical relationships between services, components, and infrastructure. Making upstream and downstream dependencies easy to understand provides a critical inference signal for faster, more accurate root cause analysis. See impact paths more clearly, **reduce investigation time**, and troubleshoot complex environments with greater confidence. ### Service Map Get a real-time view of system health with a Service Map that shows performance across your environment down to the individual instance level. By bringing component health, behavior, and relationships into a single operational view, teams can quickly spot degraded services, understand where impact is spreading, and respond with greater precision. Get clearer situational awareness and a **faster path from detection to diagnosis**. ### ARI, the AI Agent [ARI is InsightFinder’s Operational AI agent](https://insightfinder.com/products/ari-the-operational-agent/). ARI helps teams move faster by pulling together validated context across signals, changes, and system behavior so responders spend less time rebuilding the story and more time taking the right action. ARI leverages the entire IT Reliability platform to speed up identifying root causes, recommended next steps, and orchestrated remediation workflows. **Faster triage, stakeholder communications, remediations, and resolution times.** ## Key Capabilities of AI-Driven IT Reliability - Real-time Anomaly Detection - Automatic Root Cause Analysis - Root Cause localization - Customed Alerts with No Thresholds - Incident Prevention - Predictive Trend Analysis - Unsupervised AI Learns Your Environment - Insights Dashboards - Resource Hotspot & Bottleneck detection - Time-Ranged Service Health Map - Proactive Kubernetes Autoscaling - Unified Health View - ARI, The Operational AI Agent ## 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. [See how it works](https://insightfinder.com/resource/unified-health-view-uhv/) ### 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. [See how it works](https://insightfinder.com/videos/incident-investigation-with-insightfinder/) ### 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 works](https://insightfinder.com/resource/incident-prediction/)