Replacement Guide

How to Build Your Own Sumo Logic

Replace Sumo Logic with a custom build. Cloud log management, monitoring, SIEM tools

Few Days
73 features11 integrations3-5 days

Estimated Timeline

Based on 73 features at Few Days difficulty, expect about 3-5 days with AI-assisted development.

1
Architecture & setup
Half day
2
Core features
2-3 days
3
Testing & polish
1 day

Recommended Tech Stack

Next.js 14

Full-stack React framework with API routes and server components

Supabase

PostgreSQL database, auth, and real-time subscriptions

Tailwind CSS

Utility-first styling for rapid UI development

Key Features to Replicate

Top features across 8 categories. See all 73 features

Analytics(15 features)

Advanced Span Analytics

Aggregate distributed trace data and derive advanced analytics using Sumo Logic Query Language

Alert Response

Provides contextual insights about triggered alerts to minimize investigation and resolution time

Automated Log-level DetectionAI

Quickly identify anomalies and drill down into high-severity logs in the log search histogram

Entity NormalizationPremium

Ingested data fields organized into a schema for further queries and advanced analytics

Entity Relationship GraphPremium

View information about an Entity in an Insight and all other connected (related) entities or systems

+10 more in this category

Security(14 features)

Case ManagerPremium

Tools for managing and documenting security cases, including evidence collection, analysis, and reporting

Cloud Security Posture MonitoringPremium

Continuously view the overall state of cybersecurity readiness of your cloud environment

Cloud SIEMAIPremium

Speed up incident investigations by automatically triaging alerts and correlating threats through log analytics

Cloud SOARAIPremium

Security Orchestration, Automation and Response for automated incident response workflows

CrowdStrike Threat Intelligence

Identify indicators of compromise (IOCs) in log data by comparing against CrowdStrike IOC feed

+9 more in this category

AI(12 features)

AI-driven AlertingAI

AutoML-powered anomaly detection to reduce false positives in real-time alerting

Anomaly DetectionAIPremium

AI models to detect suspicious and anomalous deviations from baseline behaviors

Dojo AIAIPremium

Multi-agent AI platform powered by specialized agents that identify, triage, and resolve issues faster

Global Intelligence Service AppsAI

Collection of apps leveraging machine learning to create advanced operational and security insights benchmarked against population of Sumo Logic customers

Insight Global Confidence ScoresAIPremium

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)

APM and Distributed Tracing

Native support for collection of OpenTelemetry with pre-built analytics to monitor and respond to user-impacting performance issues

Application Observability

Full-stack observability with MELT telemetry to ensure application reliability

Kubernetes Observability

Out-of-the-box analytics visualize k8s hierarchical relationships to simplify troubleshooting across clusters

Metrics-based SLOs

Power SLIs and SLOs using metrics

Multi-Cloud Observability

Deep observability for multi-cloud organizations across AWS, Azure, GCP with pre-built integrations

+3 more in this category

Integration(6 features)

Alerting Integrations

Route contextualized alerts to 3rd party tools including Slack, PagerDuty, ServiceNow to streamline investigations

Log Search API

Integrate Sumo Logic's Log Search capabilities into workflows and 3rd party tools via API for complex use cases

Management APIs

Administor Sumo Logic and manage users via API and/or with IaC tooling like Terraform

OTel Data Onboarding

Easily set up and configure native OTel data ingest and install relevant content to quickly derive insights

OTel for K8s Logs and Events

Enable k8s OTel collection with Sumo Logic's Helm Chart

+1 more in this category

Monitoring(5 features)

AWS CloudTrail and Amazon GuardDuty Threat BenchmarkingPremium

Real-time dashboards and searches evaluating organization against statistical baseline for performance and risk indicators

Cloud Log Management

Streamlined collection, storage, and analysis of logs as a single source of truth in unified SaaS platform

Infrastructure Monitoring

Monitor infrastructure performance and health across cloud and on-premises systems

Live Tail for Streaming Logs

View real-time feed of log events associated with a Source or Collector for development and troubleshooting

Monitoring and Troubleshooting

Collect log data from cloud and on-premises systems to proactively analyze and resolve issues before they affect applications

Automation(4 features)

Automated Playbooks

Build and execute automated playbooks tied to alerts with Sumo Logic's Automation Service

Automated RemediationAIPremium

Automatically take action to address security flaws using pre-defined workflows

Automation ServicePremium

Set up actions that run automatically when certain conditions are met for Insight enrichment, notifications, and containment actions

PlaybooksPremium

Predefined set of actions and conditional statements that run in automated workflow to respond to event or incident type

Compliance(3 features)

Compliance and Audit Logging

Monitor and audit Sumo Logic usage to meet regulatory and compliance requirements

PCI Compliance

Meet PCI DSS compliance requirements with automated controls and reporting

PCI Compliance Apps and Dashboards

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.

Ready to Build?