Product
GoldenRay AIOps: Unified Intelligence Across Infrastructure
GoldenRay AIOps brings together logs, metrics, traces, and observability data into a single AI-native platform—delivering proactive insights, instant root cause analysis, and intelligent automation to keep your systems resilient, responsive, and optimized.
GoldenRay AIOps collects and normalizes data from metrics, logs, traces, events, and LLM observability, ensuring full-stack visibility across your infrastructure.It uses machine learning to correlate events, identify root causes in seconds, predict issues before they occur, and reduce alert noise, without manual tuning. From digital experience monitoring to contextual log analysis, GoldenRay empowers teams to detect, understand, and resolve issues faster and smarter.
GoldenRay AIOps collects and normalizes data from metrics, logs, traces, events, and LLM observability, ensuring full-stack visibility across your infrastructure.
It uses machine learning to correlate events, identify root causes in seconds, predict issues before they occur, and reduce alert noise, without manual tuning.
From digital experience monitoring to contextual log analysis, GoldenRay empowers teams to detect, understand, and resolve issues faster and smarter.
GR AIOps
One Platform. Multiple Usecases.
Observability for LLMs & AI Workloads
Understand token latency, throughput, and GPU utilization for training and inference tasks.
Noise Reduction & Incident Response
Cut alert volume with intelligent deduplication and automated RCA paths.
Closed-Loop Automation
Integrate with CI/CD pipelines and orchestration tools to trigger auto-remediation workflows via APIs, CLI, or chat.
Key Product Capabilities
Context-Aware Intelligence Engine
Goes beyond anomaly detection — dynamically correlates metrics, traces, logs, and LLM signals to surface the real root cause, not just the noise.
LLM-First Observability
Built-in support for token throughput, prompt latency, GPU memory footprints, and fine-tuning progress — optimized for modern AI pipelines.
Distributed Edge Insights
Whether you're running on bare-metal, VM, container, or air-gapped cluster — GoldenRay sees it all and adapts without agent sprawl.
Unified Telemetry Fabric
One normalized pipeline for everything — GPU metrics, system logs, fine-tune traces, and service events — stitched together for causality, not clutter.
Built-In Ops Copilot
Powered by our internal Ops Language Model, it explains failures, auto-suggests resolutions, and integrates with Slack, CLI, and ITSM tools in human-readable language.
Topology-Aware RCA
Automatically maps infrastructure and application topology — so you always know not just what broke, but where and why.
Compliance at Scale
Enterprise-grade policy enforcement with fine-grained RBAC, audit trails, and alert governance — ready for SOC2, HIPAA, and beyond.
Speed-to-Value Deployment
Plug into 300+ telemetry sources with zero friction. Go live in days, not quarters. No rule-writing marathons. No custom playbook chaos.
