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Copilot unstructured logs
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---
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id: copilot-unstructured-logs
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title: Sumo Logic Copilot - Unstructured Logs Support (Beta)
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description: Streamline your log analysis with Sumo Logic Copilot, our AI-based assistant designed to simplify log analysis by allowing you to ask questions in plain English and providing search suggestions without the need to write log queries.
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keywords:
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- copilot
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- artificial intelligence
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- ai
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- machine learning
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- ml
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---
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import Iframe from 'react-iframe';
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import useBaseUrl from '@docusaurus/useBaseUrl';
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<head>
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<meta name="robots" content="noindex" />
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</head>
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<p><a href="/docs/beta"><span className="beta">Beta</span></a></p>
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This feature is in Beta. To participate, contact your Sumo Logic account executive.
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Copilot’s Unstructured Logs Support broadens Copilot’s query translation and suggestion capabilities to raw, non-JSON text logs. By removing the need for defined fields, organizations can gain deeper insights from logs that don’t conform to a standard structure. Here are some key highlights:
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* **Broader coverage**
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- Copilot now works with any text-based logs, making it ideal for heterogeneous environments or custom log formats.
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* **Improved usability**
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- Receive suggestions and sample searches you can adapt or refine as needed.
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* **Performance and reliability**
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- Thorough testing shows that query execution and response times remain consistent with Copilot’s structured log functionality.
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- Our ongoing QA focuses on delivering accurate results, even in large and diverse log sets.
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* **Security and compliance**
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- We follow the same strict security standards used across all Sumo Logic services.
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- Unstructured Logs Support leverages Copilot’s existing safe-handling mechanisms for user data.
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* **Common use cases**
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- **Broad keyword searches**. Find relevant entries in raw text (for example, by IP address or error keyword) without needing to define fields.
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- **Error analysis & triage**. Quickly locate top errors in logs that lack a clear structure.
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- **Security & threat hunting**. Identify suspicious patterns, attacker IOCs, or critical authentication failures in free-form logs.
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* **Future enhancements**
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- **Refined language parsing**. We plan to further improve how Copilot detects common terms like "login," "IP," and "authentication."
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- **Advanced filtering**. Additional options (for example, time range, user ID, IP, and location) are planned for the final release.
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## Feedback
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Organizations interested in participating in the Beta can coordinate with their Sumo Logic account teams. Any anomalies or performance concerns should be raised via normal Sumo Logic support channels.

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