BigPanda

NetBrain Enterprise Suite

NetBrain Enterprise Suite delivers intent‑based automation, dynamic network mapping, and proactive analytics to help IT teams prevent outages before they happen. Its AI engine correlates real‑time telemetry with historical data, delivering actionable insights across complex, multi‑vendor environments. The platform combines visual workflow orchestration, automated root‑cause analysis, and integrated change management, enabling faster incident resolution and streamlined network change processes. It supports both cloud SaaS and on‑premise deployments for large enterprises and service providers.

LogicMonitor

LogicMonitor delivers a cloud‑native monitoring solution that automatically discovers, maps, and monitors the full stack of infrastructure, applications, and cloud services. Its AI‑driven analytics provide proactive alerts and root‑cause insights, helping enterprises maintain performance and reliability. The platform integrates with major DevOps and ITSM tools, offers customizable dashboards, and supports automated remediation workflows, enabling IT teams to reduce manual effort and accelerate incident resolution.

Herald

Herald is an AI SRE (Site Reliability Engineering) tool designed to proactively detect and resolve potential issues within software systems before they impact users or trigger alerts. It achieves this by building a comprehensive context graph encompassing observability data, codebase, CI/CD pipelines, and documentation. This allows Herald to understand normal system behavior and identify anomalies with high accuracy, even for novel incidents that traditional threshold-based monitoring would miss. Once an anomaly is detected, Herald automatically investigates across code, infrastructure, and telemetry to pinpoint the root cause. This investigation process is iterative and data-driven, evaluating multiple hypotheses simultaneously and correlating signals from various sources. The system then presents the determined root cause, often with actionable remediation advice, significantly reducing the Mean Time To Resolution (MTTR) and preventing downtime. Developed by a team with expertise in AI, LLMs, and data systems from UC Berkeley's RISELab, Herald is trusted by leading tech companies. It offers a next-generation approach to incident management, moving beyond reactive alert handling to true proactive incident prevention and contextualized problem-solving, aiming to deliver results in days rather than months.

Dynatrace Network Monitoring

Dynatrace Network Monitoring provides deep visibility into network traffic at the process level, allowing IT teams to pinpoint latency, packet loss, and connection failures before they impact users. Integrated with the Dynatrace platform, it correlates network metrics with application performance for end‑to‑end troubleshooting. The solution leverages AI to automatically detect anomalies, map dependencies, and suggest remediation steps, helping enterprises maintain high‑quality communications across hybrid and multi‑cloud environments.

PagerDuty

PagerDuty is a cloud‑based incident management solution that helps IT, SRE, and DevOps teams detect, triage, and resolve service disruptions quickly. It integrates with monitoring tools to centralize alerts and provides on‑call scheduling, escalation policies, and real‑time collaboration. The platform also offers analytics and automation features that enable teams to learn from incidents, reduce manual effort, and improve overall service reliability.