Prevent incidents with AI-powered IT change and problem management

Prevent recurring incidents and improve customer experiences with scalable, proactive change and problem management from BigPanda AI Incident Prevention.

Improve reliability with proactive service management

Give your teams automated analysis and suggested remediation actions, powered by the BigPanda IT Knowledge Graph.

AI-powered Change Risk Management

Automatically ingest and analyze change requests, including historical insights and affected configuration items (CIs), to instantly get the full context around change risks. Quickly assess complexity and downstream impact, improve CAB effectiveness, and prevent production incidents.

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Alt: Instantly view all change management requests in your environment and assess their associated risks.</p>
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BigPanda Problem Management reveals the underlying issues for IT Problem Managers to resolve problems quickly.

Fast, confident IT problem management

BigPanda Problem Management gives your teams  AI-powered root cause and trend analysis and recommended actions, so they can confidently remediate recurring incidents, prioritize resources, and improve the reliability of your services.

Guided resolution steps

BigPanda delivers clear reasoning and step-by-step solutions for both change and problem management. Teams get rollback plans and root-cause remediations so they can resolve issues at scale and measurably improve service reliability.

AI Incident Prevention provides suggested mitigation steps to prevent rollbacks from risky changes and implementation steps for fast Problem Management resolution.
Alt text: Configure weightings to customize risk scoring for your organization's needs and priorities.

Enterprise-grade analytics, simplified

Decision makers gain clear insights from dashboards that track performance across changes, recurring issues, and large-context incident analysis. Use ready-made reports or create custom ones with natural language prompts to uncover patterns across your service organization.

AI-powered data foundation

BigPanda unifies observability, ITSM, and organizational data to deliver out-of-the-box insights, clear risk scores, and accurate root cause analysis without manual reviews or siloed data collections.

AI Incident Prevention provides suggested mitigation steps to prevent rollbacks from risky changes and implementation steps for fast Problem Management resolution.

Predict and prevent incidents with BigPanda

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“Change-related incidents are one of the biggest generators of unnecessary alert noise. We’ll use the BigPanda Root Cause Changes tool to gain a clearer understanding of the underlying causes behind incidents for faster response.”

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“The rapid, automated extraction of meaningful insights using BigPanda generative AI from our complex IT alert environment not only improves our L1 response but also reduces escalations to our L2 and L3 experts.”

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“Human-executed change is still the most significant contributor to IT outages.”

ITSM Best Practices for Effective IT Change Management

Gartner, Dec. 2024

FAQ

How does BigPanda calculate change risk scores?

BigPanda generates risk scores by analyzing historical change data, similar changes, relevant related incidents, and past incidents to provide clear, explainable insights with recommended mitigations.

Can BigPanda’s change risk analysis prevent incidents?

Yes, by identifying high-risk changes before they go into effect and providing clear mitigation steps, change management teams can confidently mitigate the risk and prevent incidents from occurring.

Solution Brief

AI Incident Prevention solution brief