# BigPanda

**Source:** https://geo.sig.ai/brands/bigpanda  
**Vertical:** IT Infrastructure  
**Subcategory:** AIOps  
**Tier:** Challenger  
**Website:** bigpanda.io  
**Last Updated:** 2026-04-14

## Summary

Mountain View AIOps platform for IT ops and NOC teams. $200M raised, correlates alerts and incidents across monitoring tools to reduce noise and accelerate resolution.

## Company Overview

BigPanda is a Mountain View, California-based AIOps platform founded in 2012 that has raised over $200M in funding to build an AI-powered event correlation and incident management solution for enterprise IT operations and NOC teams. The platform addresses one of the most persistent challenges in modern IT operations: the overwhelming volume of alerts generated by the proliferation of monitoring tools across hybrid IT environments. BigPanda ingests alert streams from dozens of monitoring, APM, log management, and change management tools, then uses machine learning to correlate related alerts into meaningful incidents, deduplicate noise, and identify probable root causes before human operators need to intervene.

The platform's Open Box Machine Learning approach provides transparency into how the AI is correlating and classifying alerts, which is critical for enterprise operations teams that need to understand and trust automated decisions affecting production systems. BigPanda maintains a topology model of IT infrastructure that contextualizes alerts with configuration and dependency data, enabling more accurate correlation across layers of the technology stack. Its bidirectional ITSM integrations with ServiceNow, Jira, and PagerDuty ensure that correlated incidents flow into existing workflow tools without requiring teams to change their response processes.

BigPanda serves large enterprises across financial services, telecommunications, retail, and technology sectors with complex monitoring landscapes spanning hundreds of tools and generating millions of alerts daily. Its value proposition—reducing mean time to detect and resolve incidents while cutting alert noise by 95% or more—resonates strongly with operations leadership managing large NOC teams and SLA commitments. The company has continued to expand its AI capabilities and integration ecosystem to cover modern cloud-native and microservices-based infrastructure.

## Frequently Asked Questions

### What problem does BigPanda solve?
BigPanda reduces alert noise from multiple monitoring tools by using AI to correlate related alerts into meaningful incidents and identify probable root causes automatically.

### What is BigPanda's Open Box ML approach?
Open Box ML provides transparency into how BigPanda's AI makes correlation decisions, allowing operations teams to understand and validate automated incident classifications.

### Which ITSM tools does BigPanda integrate with?
BigPanda integrates bidirectionally with ServiceNow, Jira, PagerDuty, and other major ITSM and incident response platforms.

### What is BigPanda and what AIOps capabilities does it provide?
BigPanda is an AIOps (Artificial Intelligence for IT Operations) platform that uses AI and machine learning to correlate and reduce the flood of alerts generated by modern IT monitoring systems. Rather than forcing on-call engineers to sort through thousands of individual alerts, BigPanda groups related alerts into unified incidents, reducing alert noise by 95%+ and helping teams identify the root cause of IT incidents faster.

### How does BigPanda's event correlation work?
BigPanda ingests alerts from monitoring tools across an organization's entire IT stack — including infrastructure monitoring, APM, log management, cloud platforms, and network monitoring — and uses machine learning to identify which alerts are related and belong to the same underlying incident. This cross-source correlation is especially powerful in complex environments where a single failure cascades into alerts across dozens of monitoring tools.

### What does BigPanda mean by Unified Analytics?
BigPanda's Unified Analytics capability allows IT operations teams to query and analyze their combined operational data — incidents, alerts, changes, and topology — across all monitoring sources in a single interface. This enables ITOps teams to discover patterns, identify problematic services, measure MTTR (mean time to resolution), and understand the relationship between changes and incidents.

### How does BigPanda integrate with IT management tools?
BigPanda integrates with a wide range of monitoring, ITSM (IT service management), and change management tools including Datadog, New Relic, PagerDuty, ServiceNow, Jira, and Slack. These integrations allow BigPanda's correlated incidents to automatically create tickets in ITSM systems and notify teams through their preferred channels, fitting into existing IT operations workflows.

### What types of organizations benefit most from BigPanda?
BigPanda is most valuable for large enterprises and organizations with complex, hybrid IT environments where multiple teams use many different monitoring tools and alert volume is overwhelming for on-call engineers. Financial services firms, telecoms, large technology companies, and retailers with significant digital operations are typical BigPanda customers where alert noise reduction has the highest ROI.

## Tags

ai-powered, infrastructure, analytics, enterprise, saas, b2b, scaleup, north-america, platform, automation, technology, cloud-native

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*Data from geo.sig.ai Brand Intelligence Database. Updated 2026-04-14.*