How to Build Your Own Sumo Logic
Replace Sumo Logic with a custom build. Cloud log management, monitoring, SIEM tools
Build Difficulty: 4/5
A few focused days to build a solid replacement
Estimated Timeline
Based on 73 features at Few Days difficulty, expect about 3-5 days with AI-assisted development.
Recommended Tech Stack
Full-stack React framework with API routes and server components
PostgreSQL database, auth, and real-time subscriptions
Utility-first styling for rapid UI development
Key Features to Replicate
Top features across 8 categories. See all 73 features
Analytics(15 features)
Aggregate distributed trace data and derive advanced analytics using Sumo Logic Query Language
Provides contextual insights about triggered alerts to minimize investigation and resolution time
Quickly identify anomalies and drill down into high-severity logs in the log search histogram
Ingested data fields organized into a schema for further queries and advanced analytics
View information about an Entity in an Insight and all other connected (related) entities or systems
+10 more in this category
Security(14 features)
Tools for managing and documenting security cases, including evidence collection, analysis, and reporting
Continuously view the overall state of cybersecurity readiness of your cloud environment
Speed up incident investigations by automatically triaging alerts and correlating threats through log analytics
Security Orchestration, Automation and Response for automated incident response workflows
Identify indicators of compromise (IOCs) in log data by comparing against CrowdStrike IOC feed
+9 more in this category
AI(12 features)
AutoML-powered anomaly detection to reduce false positives in real-time alerting
AI models to detect suspicious and anomalous deviations from baseline behaviors
Multi-agent AI platform powered by specialized agents that identify, triage, and resolve issues faster
Collection of apps leveraging machine learning to create advanced operational and security insights benchmarked against population of Sumo Logic customers
Level of confidence predicted by Sumo Logic's Global Intelligence ML model that the Insight is actionable
+7 more in this category
Observability(8 features)
Native support for collection of OpenTelemetry with pre-built analytics to monitor and respond to user-impacting performance issues
Full-stack observability with MELT telemetry to ensure application reliability
Out-of-the-box analytics visualize k8s hierarchical relationships to simplify troubleshooting across clusters
Power SLIs and SLOs using metrics
Deep observability for multi-cloud organizations across AWS, Azure, GCP with pre-built integrations
+3 more in this category
Integration(6 features)
Route contextualized alerts to 3rd party tools including Slack, PagerDuty, ServiceNow to streamline investigations
Integrate Sumo Logic's Log Search capabilities into workflows and 3rd party tools via API for complex use cases
Administor Sumo Logic and manage users via API and/or with IaC tooling like Terraform
Easily set up and configure native OTel data ingest and install relevant content to quickly derive insights
Enable k8s OTel collection with Sumo Logic's Helm Chart
+1 more in this category
Monitoring(5 features)
Real-time dashboards and searches evaluating organization against statistical baseline for performance and risk indicators
Streamlined collection, storage, and analysis of logs as a single source of truth in unified SaaS platform
Monitor infrastructure performance and health across cloud and on-premises systems
View real-time feed of log events associated with a Source or Collector for development and troubleshooting
Collect log data from cloud and on-premises systems to proactively analyze and resolve issues before they affect applications
Automation(4 features)
Build and execute automated playbooks tied to alerts with Sumo Logic's Automation Service
Automatically take action to address security flaws using pre-defined workflows
Set up actions that run automatically when certain conditions are met for Insight enrichment, notifications, and containment actions
Predefined set of actions and conditional statements that run in automated workflow to respond to event or incident type
Compliance(3 features)
Monitor and audit Sumo Logic usage to meet regulatory and compliance requirements
Meet PCI DSS compliance requirements with automated controls and reporting
Apps designed to help teams meet evolving PCI requirements and maintain audit compliance
Cost Calculator
Pricing data not available for Sumo Logic. Check their website for current pricing.