bitdrift

Randoli is an OpenTelemetry-native observability and cost management platform for Kubernetes, multicloud, hybrid, and AI/ML workloads. It brings infrastructure health, application performance, logs, metrics, traces, incidents, and cloud costs into one control plane, helping teams replace fragmented tools with a correlated view of system behavior. Its federated architecture separates the control plane from the data plane, analyzes telemetry locally, extracts relevant signals, and retrieves data on demand during investigations, reducing ingestion and egress while supporting data sovereignty. Randoli monitors clusters, nodes, pods, workloads, services, dependencies, latency, errors, throughput, and resource usage across AWS, Azure, Google Cloud, OpenShift, and on-premises environments. OpenTelemetry and eBPF provide automatic, low-overhead instrumentation, filtering, enriched telemetry, and real-time signal correlation.

Palo Alto Networks Cortex XCOR is an AI-driven observability platform designed to help organizations monitor application performance, infrastructure health, and digital user experiences. The platform combines real-time telemetry analysis, automated incident investigation, and conversational AI to identify performance issues and accelerate troubleshooting. Its XCOR Operator allows engineers to investigate incidents, query telemetry, and create dashboards using natural language instructions. AI Investigations correlates logs, metrics, traces, and system dependencies to identify probable root causes of operational problems. Cortex XCOR also provides real user monitoring, application performance monitoring, infrastructure observability, and automated telemetry optimization. The platform supports OpenTelemetry standards, scalable data processing, and configurable consumption budgets to help organizations maintain system reliability while controlling observability costs.