| 01Log Collection & Ingestion |
Collects logs from applications, servers, containers, endpoints, network devices, cloud services, and other systems into a centralized analysis environment. |
Connect Log Sources→
Collect Events→
Transmit Log Data→
Store for Analysis
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Agent, agentless, API, syslog, and file-based collection
Support for cloud, on-premise, and container environments
Ingestion limits, throughput, and buffering behavior
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| 02Log Parsing & Field Extraction |
Transforms raw log messages into structured fields such as timestamp, host, service, severity, user, error code, or transaction identifier. |
Receive Raw Log→
Identify Log Format→
Extract Structured Fields→
Normalize Event Record
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Automatic and custom parsing rules
JSON, syslog, structured, and unstructured log support
Handling of malformed, multiline, and changing log formats
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| 03Centralized Log Search |
Lets users search across large volumes of logs using keywords, fields, operators, time ranges, and structured query expressions. |
Enter Search Query→
Scan Indexed Log Data→
Filter Matching Events→
Review Relevant Logs
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Full-text, field-based, Boolean, and wildcard searching
Search performance across large data volumes
Saved queries and reusable investigation searches
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| 04Log Filtering, Correlation & Context |
Connects related events across applications, hosts, services, users, or transactions to help teams reconstruct what happened during an incident. |
Identify Relevant Event→
Filter by Shared Fields→
Correlate Related Logs→
Build Incident Context
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Correlation by request ID, trace ID, user, host, or service
Cross-source filtering and event grouping
Timeline views for reconstructing multi-system incidents
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| 05Real-Time Log Monitoring & Alerts |
Monitors incoming logs continuously and notifies teams when predefined errors, thresholds, patterns, or unusual events appear. |
Monitor Incoming Logs→
Evaluate Alert Rule→
Detect Matching Condition→
Send Notification / Trigger Action
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Threshold, pattern, absence, and anomaly-based alerts
Alert suppression, grouping, and escalation controls
Email, chat, incident-management, and webhook notifications
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| 06Anomaly & Pattern Detection |
Identifies unusual log behavior, emerging error patterns, unexpected event frequencies, or deviations from normal system activity. |
Analyze Historical Log Patterns→
Monitor Current Events→
Detect Deviation / New Pattern→
Flag for Investigation
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Baseline, statistical, or ML-based detection methods
Control over sensitivity and false-positive thresholds
Explanation of why an event or pattern was flagged
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| 07Dashboards & Log Visualization |
Turns log data into charts, counts, trends, tables, and dashboards for monitoring errors, events, services, and operational health. |
Select Log Metrics→
Group & Aggregate Events→
Build Visualization→
Monitor Trends & Exceptions
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Custom charts, tables, time series, and dashboards
Drill-down from visualization to raw events
Dashboard sharing and role-based access controls
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| 08Log Retention, Archiving & Data Tiering |
Controls how long logs remain searchable, when they move to lower-cost storage, and how archived data can be retrieved for investigations or compliance needs. |
Ingest Log Data→
Apply Retention Policy→
Move Older Logs to Archive→
Restore When Needed
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Configurable retention by source or data type
Hot, warm, cold, or archive storage tiers
Searchability, restore times, and storage-cost implications
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| 09Security, Access Control & Auditability |
Protects sensitive log information through permissions, encryption, masking, audit trails, and controls over who can search or export data. |
Define User Roles→
Apply Log Access Policies→
Mask / Protect Sensitive Fields→
Record Administrative Activity
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Role-based access and source-level permissions
Encryption, field masking, and sensitive-data controls
Audit logs for searches, configuration changes, and exports
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| 10Log Analytics & Observability Integrations |
Connects log data with metrics, traces, incident tools, cloud platforms, and development systems to support broader troubleshooting and observability workflows. |
Aggregate Log Insights→
Correlate Metrics & Traces→
Connect Operational Tools→
Investigate & Resolve Issues
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APM, metrics, tracing, SIEM, and incident-management integrations
APIs, webhooks, collectors, and data-export options
Cross-navigation between logs, metrics, traces, and alerts
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