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| 1 | +--- |
| 2 | +id: copilot-unstructured-logs |
| 3 | +title: Sumo Logic Copilot - Unstructured Logs Support (Beta) |
| 4 | +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. |
| 5 | +keywords: |
| 6 | + - copilot |
| 7 | + - artificial intelligence |
| 8 | + - ai |
| 9 | + - machine learning |
| 10 | + - ml |
| 11 | +--- |
| 12 | + |
| 13 | +import Iframe from 'react-iframe'; |
| 14 | +import useBaseUrl from '@docusaurus/useBaseUrl'; |
| 15 | + |
| 16 | +<head> |
| 17 | + <meta name="robots" content="noindex" /> |
| 18 | +</head> |
| 19 | + |
| 20 | +<p><a href="/docs/beta"><span className="beta">Beta</span></a></p> |
| 21 | + |
| 22 | +This feature is in Beta. To participate, contact your Sumo Logic account executive. |
| 23 | + |
| 24 | +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: |
| 25 | + |
| 26 | +* **Broader coverage** |
| 27 | + - Copilot now works with any text-based logs, making it ideal for heterogeneous environments or custom log formats. |
| 28 | +* **Improved usability** |
| 29 | + - Receive suggestions and sample searches you can adapt or refine as needed. |
| 30 | +* **Performance and reliability** |
| 31 | + - Thorough testing shows that query execution and response times remain consistent with Copilot’s structured log functionality. |
| 32 | + - Our ongoing QA focuses on delivering accurate results, even in large and diverse log sets. |
| 33 | +* **Security and compliance** |
| 34 | + - We follow the same strict security standards used across all Sumo Logic services. |
| 35 | + - Unstructured Logs Support leverages Copilot’s existing safe-handling mechanisms for user data. |
| 36 | +* **Common use cases** |
| 37 | + - **Broad keyword searches**. Find relevant entries in raw text (for example, by IP address or error keyword) without needing to define fields. |
| 38 | + - **Error analysis & triage**. Quickly locate top errors in logs that lack a clear structure. |
| 39 | + - **Security & threat hunting**. Identify suspicious patterns, attacker IOCs, or critical authentication failures in free-form logs. |
| 40 | +* **Future enhancements** |
| 41 | + - **Refined language parsing**. We plan to further improve how Copilot detects common terms like "login," "IP," and "authentication." |
| 42 | + - **Advanced filtering**. Additional options (for example, time range, user ID, IP, and location) are planned for the final release. |
| 43 | + |
| 44 | + |
| 45 | +## Feedback |
| 46 | + |
| 47 | +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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