Alternatives to Komodor
Compare Komodor alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Komodor in 2026. Compare features, ratings, user reviews, pricing, and more from Komodor competitors and alternatives in order to make an informed decision for your business.
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Site24x7
ManageEngine
ManageEngine Site24x7 is a comprehensive observability and monitoring solution designed to help organizations effectively manage their IT environments. It offers monitoring for back-end IT infrastructure deployed on-premises, in the cloud, in containers, and on virtual machines. It ensures a superior digital experience for end users by tracking application performance and providing synthetic and real user insights. It also analyzes network performance, traffic flow, and configuration changes, troubleshoots application and server performance issues through log analysis, offers custom plugins for the entire tech stack, and evaluates real user usage. Whether you're an MSP or a business aiming to elevate performance, Site24x7 provides enhanced visibility, optimization of hybrid workloads, and proactive monitoring to preemptively identify workflow issues using AI-powered insights. Monitoring the end-user experience is done from more than 130 locations worldwide. -
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Sematext Cloud
Sematext Group
Sematext Cloud is an innovative, unified platform with all-in-one solution for infrastructure monitoring, application performance monitoring, log management, real user monitoring, and synthetic monitoring to provide unified, real-time observability of your entire technology stack. It's used by organizations of all sizes and across a wide range of industries, with the goal of driving collaboration between engineering and business teams, reducing the time of root-cause analysis, understanding user behaviour and tracking key business metrics. The main capabilities range from log monitoring to APM, server monitoring, database monitoring, network monitoring, uptime monitoring, website monitoring or container monitoring Find complete details on our website. Or better: start a free demo, no email address required.Starting Price: $0 -
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Scout Monitoring
Scout Monitoring
Scout Monitoring is Application Performance Monitoring (APM) that finds what you can't see in charts. Scout APM is application performance monitoring that streamlines troubleshooting by helping developers find and fix performance issues before customers ever see them. With real-time alerting, a developer-centric UI, and tracing logic that ties bottlenecks directly to source code, Scout APM helps you spend less time debugging and more time building a great product. Quickly identify, prioritize, and resolve performance problems – memory bloat, N+1 queries, slow database queries, and more – with an agent that instruments the dependencies you need at a fraction of the overhead. Scout APM is built for developers, by developers, and monitors Ruby, PHP, Python, Node.js, and Elixir applications. -
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Epsagon
Epsagon
Epsagon enables teams to instantly visualize, understand and optimize their microservice architectures. With our unique lightweight auto-instrumentation, gaps in data and manual work associated with other APM solutions are eliminated, providing significant reductions in issue detection, root cause analysis and resolution times. Increase development velocity and reduce application downtime with Epsagon.Starting Price: $89 per month -
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ServiceNow Cloud Observability
ServiceNow
ServiceNow Cloud Observability is a solution that provides real-time monitoring and visibility into cloud infrastructure, applications, and services. It enables organizations to proactively identify and resolve performance issues by integrating data from various cloud environments into a unified dashboard. With advanced analytics and alerting capabilities, ServiceNow Cloud Observability helps IT and DevOps teams detect anomalies, troubleshoot problems, and ensure optimal system performance. The platform also supports automation and AI-driven insights, allowing teams to respond quickly to incidents and prevent potential disruptions. Overall, it improves operational efficiency and ensures a seamless user experience across cloud environments.Starting Price: $275 per month -
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CAST AI
CAST AI
CAST AI is an automated Kubernetes cost monitoring, optimization and security platform for your EKS, AKS and GKE clusters. The company’s platform goes beyond monitoring clusters and making recommendations; it utilizes advanced machine learning algorithms to analyze and automatically optimize clusters, saving customers 50% or more on their cloud spend, and improving performance and reliability to boost DevOps and engineering productivity.Starting Price: $200 per month -
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Kubescape
Armo
A Kubernetes open-source platform providing developers and DevOps an end-to-end security solution, including risk analysis, security compliance, RBAC visualizer, and image vulnerabilities scanning. Kubescape scans K8s clusters, Kubernetes manifest files (YAML files, and HELM charts), code repositories, container registries and images, detecting misconfigurations according to multiple frameworks (such as the NSA-CISA, MITRE ATT&CK®), finding software vulnerabilities, and showing RBAC (role-based-access-control) violations at early stages of the CI/CD pipeline. It calculates risk scores instantly and shows risk trends over time. Kubescape has became one of the fastest-growing Kubernetes security compliance tools among developers due to its easy-to-use CLI interface, flexible output formats, and automated scanning capabilities, saving Kubernetes users and admins precious time, effort, and resources.Starting Price: $0/month -
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Causely
Causely
Bridging observability with automated orchestration for self-managed, resilient applications at scale. Every second, huge volumes of data are generated by observability and monitoring tools, capturing metrics, logs, and traces about all aspects of complex, dynamic applications. Yet it’s still up to humans to troubleshoot and make sense of all this data. They are locked in a never-ending cycle of responding to alerts, identifying root causes, and determining the best action for remediation. The process hasn’t changed fundamentally in decades, and it’s still labor-intensive, reactive, and costly. Causely removes the need for human troubleshooting by capturing causality in software, closing the gap between observability and action. For the first time, the entire lifecycle of detection, root cause analysis, and remediation of defects in applications is fully automated. With Causely, defects are identified and resolved in real-time, so applications can scale with high performance. -
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Shield34
Shield34
Shield34 is the ONLY web automation framework that: Is 100% Selenium compatible! Continue working with your existing Selenium scripts. Create new scripts using Selenium API. Addresses the Selenium flaky tests issues by using self healing, smart defenses, error recovery mechanisms and dynamic element locators. Provides AI based anomaly detection and root cause analysis to quickly analyze failed tests and see what changed and what caused the failure. Eliminate Flaky Tests. Flaky tests are a huge pain! Shield34 adds defense-and-recovery AI algorithms to every Selenium command, including dynamic element locator, eliminating false positive results, driving self-healing and maintenance-free testing. Get Real-time Root Cause Analysis Using AI algorithms, Shield34 is automatically pinpointing the root cause of every test failure – reducing the overhead of debugging and reproducing failed tests. Enjoy a ‘Smarter Selenium’. Integrate automatically with your -
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Protect business service-level agreements with dashboards to monitor service health, troubleshoot alerts and perform root cause analysis. Reduce MTTR with real-time event correlation, automated incident prioritization and integrations with ITSM and orchestration tools. Use advanced analytics like anomaly detection, adaptive thresholding and predictive health scores to monitor KPI data and prevent issues 30 minutes in advance. Monitor performance the way the business operates with pre-built dashboards that track service health and visually correlate services to underlying infrastructure. Use side-by-side displays of multiple services and correlate metrics over time to identify root causes. Predict future incidents using machine learning algorithms and historical service health scores. Use adaptive thresholding and anomaly detection to automatically update rules based on observed and historical behavior, so your alerts never become stale.
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Visplore
Visplore GmbH
Visplore is a visual analytics software solution for rapid industrial troubleshooting and root-cause analysis. When KPIs and simple trends are not enough and action is time-critical, it complements dashboards with guided forensic “why” analyses that deliver insights for problem-solving and process optimization. It works across the entire IT/OT landscape, from process and asset data to quality and material data, and is easy to use for all engineers. - Guided, transparent root-cause analysis with intuitive visuals — no black boxes, no complex modeling - Works with your data, where it lives - Seamless IT/OT connectivity - From troubleshooting to standardized best practice - Proven templates, excellent expert support, and workflows that scale into automated monitoring and reporting. Compared to other data analysis tools such as Seeq and TrendMiner, Visplore is built for everyday engineering use, making industrial data analysis accessible, repeatable, and ready for action. -
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Traversal
Traversal
Traversal is an ambient AI Site Reliability Engineering (SRE) agent that operates 24/7 to autonomously troubleshoot, fix, and even prevent production incidents. It parses logs, metrics, traces, and your codebase to narrow down root causes of errors or latency, surfacing the blast radius, key bottleneck services, and candidate root causes with supporting evidence within minutes. Powered by advances in causal machine learning, large language model reasoning, and AI agents, Traversal catches issues before alerts fire and resolves them automatically. Designed for critical infrastructure and complex organizations, it supports heterogeneous data, bring-your-own models, and optional on-premises deployment. Traversal connects easily to existing systems with read-only access, no agents or sidecars, and no writes to production, ensuring privacy and control over data. By integrating seamlessly into your observability stack, Traversal reduces time to resolution, minimizes downtime, and more. -
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SolarWinds Log Analyzer
SolarWinds
Easily investigate machine data to help identify the root cause of IT issues faster. Powerfully designed and intuitive log aggregation, tagging, filtering, and alerting for effective troubleshooting. Fully integrated with Orion Platform products, enabling a unified view of IT infrastructure monitoring and associated logs. We’ve worked as network and systems engineers, so we understand your problems and how to solve them. Your infrastructure is constantly generating log data to provide performance insight. Collect, consolidate, and analyze thousands of syslog, traps, Windows, and VMware events to perform root-cause analysis with log monitoring tools from Log Analyzer. Perform searches using basic matching. Execute searches using multiple search criteria and apply filters to narrow results. Save, schedule, and export search results within the log monitoring software. -
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Cisco ACI
Cisco
Achieve resource elasticity with automation through common policies for data center operations. Extend consistent policy management across multiple on-premises and cloud instances for security, governance, and compliance. Get business continuity, disaster recovery, and highly secure networking with a zero-trust security model. Transform Day 2 operations to a more proactive model and automate troubleshooting, root-cause analysis, and remediation. Optimizes performance, and single-click access facilitates automation and centralized management. Extend on-premises ACI networks into remote locations, bare-metal clouds, and colocation providers without hardware. Cisco's Multi-Site Orchestrator offers provisioning and health monitoring, and manages Cisco ACI networking policies, and more. This solution provides automated network connectivity, consistent policy management, and simplified operations for multicloud environments. -
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Sensai
Sensai
Sensai provides AI based anomaly detection, root cause analysis and prediction tool, enabling real time resolution of issues. Sensai AI solution significantly improves uptime & time to root cause. Empowers IT leaders to manage SLAs for improved performance and profitability. Streamlines & automates anomaly detection, prediction, root cause analysis (RCA) & resolution. Holistic view & integrated analytics through integration w/3rd party tools. Pre-trained algorithms & models from day one. -
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opConfig
FirstWave
opConfig can automate everything from config push to alerting on changes and enforcing compliance. Introduce operational delegation to your organization and allow the troubleshooting of your network devices without giving 'root' access. Implement your compliance policy with PCI-DSS, HIPAA, COBIT and more using prebuilt industry standard rule sets (eg Cisco-NSA) or customize your own. Collects and backs-up configuration information in all environments, all vendors hardware and software, cloud-based, on-premise and hybrid. opConfig gives you the ability to create robust command sets that can aid in root cause analysis of faults. Our software solutions scale horizontally and vertically. We have provided monitoring and management solutions for over 200k nodes. Compare configuration data with older versions or against other devices. Use compliance policies as a task sheet to ensure all devices are compliant. -
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Deductive AI
Deductive AI
Deductive AI is a cutting-edge platform that redefines how organizations handle complex system failures. By connecting your entire codebase with telemetry data, encompassing metrics, events, logs, and traces, Deductive AI empowers teams to pinpoint the root cause of issues with unprecedented precision and speed. It streamlines the process of debugging, significantly reducing downtime and improving overall system reliability. Deductive AI integrates with your codebase and observability tools, creating a unified knowledge graph powered by a code-aware reasoning engine to diagnose root causes like an expert engineer. It builds a knowledge graph with millions of nodes in seconds, uncovering deep relationships between codebase and telemetry data. It orchestrates hundreds of specialized AI agents to search, discover, and analyze breadcrumbs of root cause spread across all connected sources. -
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Splunk APM
Cisco
Innovate faster in the cloud, elevate user experience and future-proof your applications. Built for the cloud-native enterprise, Splunk helps you solve modern issues. Detect any issue before it turns into a customer problem. Reduce MTTR with our real-time, AI-driven Directed Troubleshooting. Flexible, open-source instrumentation eliminates lock-in. Maximize performance by seeing everything in your application, and act on AI-driven analytics. To deliver a flawless end-user experience, you need to observe everything. With NoSample™ full-fidelity trace ingestion, leverage all your trace data to identify any anomaly. Reduce MTTR with Directed Troubleshooting to quickly understand service dependencies, correlation with underlying infrastructure and root-cause error mapping. Breakdown and explore any transaction by any metric or dimension. Quickly and easily understand how your application behaves for different regions, hosts, versions or users.Starting Price: $660 per Host per year -
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Opster
Opster
Reduce your hardware costs while improving performance with Opster’s AutoOps platform by optimizing mapping, stabilizing operations and improving resource utilization. You need more than orchestration, management capabilities and ticket-based support. AutoOps covers everything you need in real-time, with hands-on support. AutoOps diagnoses issues across all aspects of Elasticsearch operations. Once diagnosed, the system not only provides precision root cause analysis, but also resolves the issue. The AutoOps platform can perform advanced optimizations such as: shard rebalancing, blocking heavy searches, optimizing templates and more. These optimizations will ensure that your cluster will operate at peak performance and maximum resiliency. By optimizing mapping, stabilizing operations and improving resource utilization, Opster’s AutoOps platform allows customers to significantly downsize the needed hardware for their deployment.Starting Price: $2.2 per GB per month -
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IBM® Z® Operations Analytics is a tool that enables you to search, visualize and analyze large amounts of structured and unstructured operational data across IBM Z environments, including log, event and service request data and performance metrics. Leverage your analytics platform and machine learning to gain enterprise visibility, identify issues in your workloads, locate hidden problems and perform root cause analysis faster. Use machine learning to baseline normal system behavior and detect operational anomalies. Detect emerging issues across services, so you can proactively alert and cognitively adjust to changes. Gain expert advice for corrective actions and greater service assurance. Identify unusual workload behaviors. Locate common issues hidden in operational data. Reduce time required for root cause analysis. Harness the domain expertise of IBM Z. Leverage IBM Z insights on your analytics platform.
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Kubegrade
Kubegrade
Kubegrade is a cloud-based Kubernetes management platform that simplifies and automates complex Kubernetes operations, making it easier for engineering and platform teams to upgrade, secure, monitor, troubleshoot, optimize, and scale clusters while keeping humans in control. It visualizes cluster state and dependencies, detects configuration drift and deprecated APIs, and uses AI-assisted insights to propose fixes as GitOps-ready pull requests that teams can review and approve, reducing manual toil and aligning cluster deployments with infrastructure as code. Kubegrade’s lifecycle automation covers secure upgrades, patching, cost attribution, rightsizing, centralized monitoring and logging, security enforcement, and troubleshooting with intelligent agents that predict issues and continuously analyze real-time telemetry, helping reduce downtime, mitigate risk, and improve reliability at scale.Starting Price: $300 per month -
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Nova SensAI
EXFO
Instantly detect and automatically predict subscriber-impacting outages and impairments, most of which currently go unnoticed. Reveals event impact, origin, and root cause to prioritize and accelerate fault resolution and proactively optimize user experience. Dynamically predicts and detects outages and impairments in mobile and fixed, physical and virtual networks. Classifies, correlates and groups abnormal events affecting network performance and user experience. Isolates fault location and diagnoses root cause to drive efficient, coordinated, prescriptive action. Ingests and interprets data from multiple source systems to collapse siloes and extract integrated insight. Optimize latency, network utilization and service delivery with end-to-end, multi-layer anomaly detection and correlated analytics. Detect and troubleshoot transient degradations and periodic issues affecting performance to offer a differentiated experience. -
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Coroot
Coroot
Coroot is an open-source, AI-powered observability platform designed to give teams full visibility into their infrastructure and applications while automatically identifying and explaining issues in real time. It collects and analyzes telemetry data, including metrics, logs, traces, and profiling information, without requiring code changes or complex configuration, using eBPF to instrument systems automatically and deliver immediate insights. It builds a complete model of your system by mapping services, dependencies, databases, and network connections, allowing you to visualize how components interact and quickly detect anomalies or performance bottlenecks. Coroot’s AI-powered root cause analysis acts like a virtual assistant, automatically checking common failure scenarios, identifying the source of incidents, and suggesting actionable fixes, reducing the need for manual debugging and significantly shortening resolution time.Starting Price: $1 per month -
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Small Hours
Small Hours
Small Hours is an AI-powered observability platform that helps root cause server exceptions, analyze the impact, and triage to the right person or team. Use Markdown or your existing runbook to guide our assistant in debugging issues. We support OpenTelemetry for seamless integration with any stack. Hook into existing alarms and identify critical issues. Connect your codebases and runbooks as context and instructions. Your code and data are secure and never stored. Intelligently triage issues and generate pull requests. Optimized for enterprise velocity and scale. 24/7 automated root cause analysis, minimize downtime, and maximize efficiency. -
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Autointelli AIOps Platform
Autointelli Systems
Autointelli Inc, an AIOps company, provides solutions that handle modern IT operations (ITOps) with a duo of automation and machine learning. With a solution-oriented approach, we thrive in developing an AIOps platform that simplifies data center automation. Automate them with Autointelli AIOps platform – reduce alert noise, identify root causes and free your resources for high-value IT tasks. Build a better digital workplace with us. Autointelli AIOps Platform automatically correlates the events faster and escalates the tedious incidents to respective engineers. Autointelli AIOps Platform comes with a self-service automation feature that allows you to create any number of workflows to automate. Root cause analysis helps to identify the underlying cause of a problem in hardware and software. Analytics should enhance your business performance and provide possible insights from all major data sources. -
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ServiceNow IT Operations Management
ServiceNow
Predict issues, reduce user impact, and automate resolutions with AIOps. Move away from reactive IT operations with insights and automation. Identify anomalies and solve issues before they occur with cross-team automation workflows. Deliver proactive digital operations with AIOps. Stop chasing false positives and identify anomalies with less guesswork. Collect and analyze telemetry data for enhanced visibility and reduced noise. Find the root cause of incidents and share actionable insights across teams. Reduce outages by taking action based on guided recommendations. Shorten recovery times by rapidly implementing solutions based on insights. Simplify repetitive tasks with pre-built playbooks and knowledge base resources. Create a performance-driven culture across teams. Give DevOps and Site Reliability Engineers (SREs) visibility into microservices to improve observability and speed up incident response. Go beyond IT operations to manage the entire digital lifecycle. -
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Longbow
Longbow
Longbow automates the analysis and correlation of issues from Application Security Testing (AST) tools, closing the gap between security teams and remediation teams and providing the best next actions to reduce the most risk with the least amount of investment. Longbow stands at the forefront of automatically analyzing and prioritizing security issues and remediation, from AST tools to VM, CNAPP tools, and more. Our product excels in identifying and addressing the root causes of security issues, offering tailored remediation solutions that can be immediately actioned. This capability is crucial in an industry inundated with disparate vendor ecosystems and a lack of clear direction for addressing security concerns. Our product is designed to empower security, application, and DevOps teams, enabling them to efficiently mitigate risks at scale. We seamlessly integrate, normalize, and unify cross-service contexts across all of your cloud security tools. -
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RouteThis
RouteThis
Our platform empowers agents and customers with automatic home network diagnostics and easy-to-follow troubleshooting steps — so they can find the root cause of WiFi connectivity issues and reach a resolution on the first try. The RouteThis Discovery App leverages the customer’s mobile device to collect deep insights into the home network’s configuration and environment, and automatically identify the root cause of potential WiFi problems. The RouteThis Dashboard is a single tool that provides agents with real-time insight into the customer’s home network, gives them easy-to-follow instructions on how to remedy the issues identified, and empowers them with the tools to resolve them remotely. Part of the RouteThis Discovery App, RouteThis Self-Help empowers customers with step-by-step instructions on how to resolve the specific problems identified on their home networks. -
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Lightspin
Lightspin
Our advanced patent-pending graph-based technology enables proactive discovery and remediation of known and unknown threats. Whether it's a misconfiguration, weak configuration, over-permissive policy, or a CVE, we empower your teams to address and eliminate all threats to your cloud stack. Prioritization of the most critical issues means your team can focus on what matters most. Our root cause analysis dramatically reduces the number of alerts and general findings, enabling teams to address those that are most crucial. Protect your cloud environment while advancing along the digital transformation. It correlates between the Kubernetes layer to the cloud layer and integrates seamlessly with your existing workflow. Get a rapid visual assessment of your cloud environment using known cloud vendor APIs, from the infrastructure level down to the single microservice level. -
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Gisual
Gisual
Gisual provides outage intelligence for telecoms and service providers. No more manually diagnosing and correlating commercial power outages with complaining customers or off-network issues with down circuits. Subscribe to Gisual’s outage intelligence to receive proactive notifications when 3rd party outages are affecting your equipment and customers. Diagnose and correlate outages in seconds. Stop digging for intel to diagnose root cause analysis. Get situational awareness in seconds. View any 3rd party outages on a universal map or integrate our outage feed with your current systems. Connect directly with the partners and NOCs that you rely on. Access real-time outage intelligence with continuous updates including restoration times, location of outage, root cause, impacted area and exact customers affected. Get Gisual's data into your organization simply and easily. Our average integration takes 1 hour.Starting Price: $75 per user per month -
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Avora
Avora
AI-powered anomaly detection and root cause analysis for the metrics that matter to your business. Using machine learning, Avora autonomously monitors your business metrics 24/7 and alerts you to critical events so that you can take action in hours, rather than days or weeks. Continuously analyze millions of records per hour for unusual behavior, uncovering threats and opportunities in your business. Use root cause analysis to understand what factors are driving your business metrics up or down so that you can make changes quickly, and with confidence. Embedded Avora’s machine learning capabilities and alerts into your own applications, using our suite of APIs. Get alerted about anomalies, trend changes and thresholds via email, Slack, Microsoft Teams, or to any other platform via Webhooks. Share relevant insights with other team members. Invite others to track existing metrics and receive notifications in real-time. -
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Amazon DevOps Guru
Amazon
Amazon DevOps Guru is a machine learning (ML)-powered service designed to make it easy to improve the operational performance and availability of an application. DevOps Guru helps detect behaviors that deviate from normal operating patterns, so you can identify operational errors long before they affect your customers. DevOps Guru uses ML models with information collected over years by Amazon.com and AWS Operational Excellence to identify anomalous application behavior (for example, increased latency, error rates, resource limitations, etc.) and helps detect critical errors that could potentially cause service interruptions. When the DevOps Guru identifies a critical issue, it automatically sends an alert and provides a summary of related anomalies, the likely root cause, and context on when and where the issue occurred.Starting Price: $0.0028 per resource per hour -
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NudgeBee
NudgeBee
NudgeBee is an AI Agents and Agentic Workflow platform built for SRE, CloudOps, and DevOps teams. It combines pre-built AI Assistants for incident troubleshooting, cloud cost optimization, and Kubernetes operations with a visual no-code Workflow Builder for custom automation. NudgeBee's AI engine auto-investigates alerts using a live semantic Knowledge Graph, grounded in your actual infrastructure topology. It queries data in place from existing tools (Prometheus, Datadog, Grafana, Loki) with zero data ingestion. The Workflow Builder supports 20+ action categories, native AWS/Azure/GCP CLI nodes, A2A and MCP protocol support, and human-in-the-loop approval gates. 49+ integrations. Enterprise-ready with RBAC, audit trails, BYOM (Bring Your Own Model), and self-hosted deployment. SOC-2 Type II and ISO 27001 compliant.Starting Price: $150 per month -
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Goliath Performance Monitor
Goliath Technologies
Goliath Performance Monitor with embedded intelligence and automation enables IT professionals to anticipate, troubleshoot, and document end-user experience issues regardless of where IT workloads or users are located. It focuses on the 3 main areas most likely to cause support tickets to be opened, initiating a logon, the logon process, and in-session performance. Our technology is designed to proactively alert you to end-user experience issues before they happen and if they do give you the data to troubleshoot them quickly. Then, provide you the objective evidence in the form of reports and historical metrics so that proof exists to justify fixed actions to prevent future issues. Goliath Performance Monitor provides broad and deep visibility that allows you to troubleshoot VDI environments with the most comprehensive performance data available. Now, support teams and administrators can quickly identify where in the delivery infrastructure a problem is occurring. -
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Aurea Monitor
Aurea Software
Aurea Monitor delivers the system monitoring, root-cause analysis, and issue identification tools you need to run your business in real time. Find and fix system issues before they impact your customers with real-time monitoring. You can’t afford delays in identifying and fixing the application issues that affect your customers. Aurea Monitor speeds your ability to detect potential pitfalls and gaps in system operations and performance and swiftly correct them to improve customer experience. Automatically discover all the systems in your infrastructure involved in a business process, so you have total visibility as changes or additions happen over time. Move the needle to 100% uptime. Aurea Monitor continually tracks and monitors all processes with proactive issue identification and notifications so you can respond to and resolve issues even faster. -
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ServerInternals
Hazelnut Software
With ServerInternals, all the information is right there at your fingertips, supporting a rapid diagnosis, quickly getting to the root cause of the problem and enabling the right solution to be put in place. There’s no need to run Performance Monitor, wondering which counter values to collect, no need to look at Services to see what’s failed, no need to start Event Viewer and then set up complex filters to remove all the irrelevant extra information and no need to connect to the server and use Task Manager to check on CPU load, memory usage and the details of running processes. Performance data, event logs, service status and process information, together with drill-down navigation combine to provide a fast and efficient root-cause analysis of problems. Where required, remedial action can be taken directly from ServerInternals. Colour-coded status indicators, gauges, charts and lists allow a broad range of information to be displayed.Starting Price: $65.00/one-time/user -
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Ciroos
Ciroos
Ciroos is an AI-driven Site Reliability Engineering (SRE) teammate platform that transforms how SRE and operations teams handle incidents by using multi-agent AI to reduce toil, detect anomalies early, and accelerate investigations and remediation across complex, cross-domain environments. The Ciroos AI SRE Teammate integrates with existing telemetry, observability platforms, ticketing systems, collaboration tools, and cloud providers, and works in both automatic and human-prompted modes to proactively investigate alerts, correlate data across disparate systems, diagnose root causes, and provide actionable recommendations often before escalation is needed. Its AI agents dynamically build investigation plans, analyze evidence at scale with human-expert-like reasoning, and generate post-incident reports for continuous improvement. Ciroos’s cross-domain correlation capability enables it to identify issues that span infrastructure, networking, applications, and security domains. -
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InsightFinder
InsightFinder
InsightFinder Unified Intelligence Engine (UIE) platform provides human-centered AI solutions for identifying incident root causes, and predicting and preventing production incidents. Powered by patented self-tuning unsupervised machine learning, InsightFinder continuously learns from metric time series, logs, traces, and triage threads from SREs and DevOps Engineers to bubble up root causes and predict incidents from the source. Companies of all sizes have embraced the platform and seen that business-impacting incidents can be predicted hours ahead with clearly pinpointed root causes. Survey a comprehensive overview of your IT Ops ecosystem, including patterns, trends, and team activities. Also view calculations that demonstrate overall downtime savings, cost of labor savings, and number of incidents resolved.Starting Price: $2.5 per core per month -
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Meet production deadlines and revenue goals with fewer unplanned disruptions. Status dashboards and automatic alerts notify operations staff and managers of impending failure so you have time to identify issues and fix them – before they turn into costly problems. Move toward predictive and prescriptive maintenance strategies to address known sources of failure and performance degradation without driving up costs. Avoid costly just-in-case preventive part replacements by identifying leading indicators of breakdowns. Quickly and accurately identify root causes using advanced analytics, data mining and data visualization to detect hidden patterns in the data. Troubleshoot performance issues faster and more effectively – and understand why they happened so you can take corrective action quickly.
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ACI Payments Monitoring
ACI Worldwide
Deliver actionable insight in real-time, allowing full visibility and analysis of trends, optimized operations, improved security, and enhanced customer journeys across payment transactions, applications, and infrastructure. Visualize and simplify payment complexity with real-time, actionable insights into transaction flows and system performance. Exceed customer expectations and improve retention by ensuring high uptime, successful deployments, and easy integrations. Find and fix performance issues before they impact customers with rapid troubleshooting, dynamic thresholds, and customizable alerts. Find and fix performance issues quickly. Proactive monitoring and dynamic alerting give you real-time visibility and feedback on your transactions. Mitigate root causes of issues before they impact customers. Drill down into queue status, transaction volumes, and bottlenecks from a single view. Translate complex data sets into intelligence and uncover unparalleled insights. -
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TrueSight Infrastructure Management
BMC Software
Gain greater efficiency by moving from the traditional bottom-up approach to IT infrastructure management. Business monitoring and event management: Detect and analyze events that have an impact on the business and act accordingly. Define and perform telemetry from the end-user perspective to troubleshoot business problems, rather than blindly trying to resolve state changes in infrastructure components. By digging into the underlying infrastructure metrics, events, and logs, TrueSight enables you to address the root cause of degraded application performance. With predictive analytics, alert IT when a metric is out of band up to 3 hours before it breaches baseline. Identify and prioritize the most important business issues, regardless of their source, to dramatically simplify downstream event and impact management efforts. -
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RTEAM
DataTech911
RTEAM is a real-time solution that provides a powerful user-managed tool to create alerts and exceptions. Alerts provide real-time notification of issues that need immediate action in the field, in operations, and in dispatch. Exceptions are captured in real time to be reviewed and analyzed. A workflow process provides mechanisms for timely collection of relevant information enhancing the quality and accuracy of the data necessary for root cause analysis. Response time, turnaround time, chute time, problem nature, and transport refusals are some of the metrics that are instrumental in recognizing training opportunities. Monitor exceptions, as they occur, to assign a reason code through an easy-to-use workflow. Use the collective results to determine the root cause and a course of action. -
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Resolve AI
Resolve.ai
Operates autonomously to handle common alerts and actions, reducing escalations and preventing burnout. Dynamically adjusts thresholds and dashboards to proactively prevent incidents and adjusts runbooks with every new incident. Saves up to 20 hours per on-call engineer per week so you can get back to the building. Handles all alerts, performs root cause analysis, resolves incidents, and makes on-call stress-free. Automates root cause analysis and incident response, cutting Mean Time to Resolution (MTTR) by up to 80%. With detailed incident summaries and hypotheses available, before you log in, you'll experience faster response and significantly increased uptime. Get started in minutes with production-ready AI, which is secure and knows how to use all the production tools like an experienced software engineer. It automatically maps your production system, understands code, and captures changes without any training. -
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IQE is MediaLab’s non-conforming event management system that allows clinical laboratory teams to track, assess, and prevent non-conforming events (NCE). With the capability to import or create event forms and data logs, IQE enables laboratory teams to eliminate deficiencies, correct common NCEs, and, most importantly, focus on improving healthcare. With a MediaLab institutional subscription, administrators can easily document each phase of the event management lifecycle, from initial event description to risk analysis, investigation, and root cause analysis, corrective and preventive actions plans, and overall CAPA effectiveness evaluations. IQE supports: • Customizable, pre-built event forms and workflow • Monitoring and evaluating change control events, failed PT events, customer complaints / feedback, safety / injury events, supplier / vendor issues, and more • Tracking periodic data entries • Robust reporting and dashboards to identify common NCEs and CAPA effectiveness
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Azure Time Series Insights
Microsoft
Azure Time Series Insights Gen2 is an open and scalable end-to-end IoT analytics service featuring best-in-class user experiences and rich APIs to integrate its powerful capabilities into your existing workflow or application. You can use it to collect, process, store, query and visualize data at Internet of Things (IoT) scale--data that's highly contextualized and optimized for time series. Azure Time Series Insights Gen2 is designed for ad hoc data exploration and operational analysis allowing you to uncover hidden trends, spotting anomalies, and conduct root-cause analysis. It's an open and flexible offering that meets the broad needs of industrial IoT deployments.Starting Price: $36.208 per unit per month -
46
Arize AI
Arize AI
Automatically discover issues, diagnose problems, and improve models with Arize’s machine learning observability platform. Machine learning systems address mission critical needs for businesses and their customers every day, yet often fail to perform in the real world. Arize is an end-to-end observability platform to accelerate detecting and resolving issues for your AI models at large. Seamlessly enable observability for any model, from any platform, in any environment. Lightweight SDKs to send training, validation, and production datasets. Link real-time or delayed ground truth to predictions. Gain foresight and confidence that your models will perform as expected once deployed. Proactively catch any performance degradation, data/prediction drift, and quality issues before they spiral. Reduce the time to resolution (MTTR) for even the most complex models with flexible, easy-to-use tools for root cause analysis.Starting Price: $50/month -
47
RealityCharting
RealityCharting
Apollo Root Cause Analysis™ is a principle-based problem solving method designed to help you master problem-solving strategies. Combined with RC Pro® software, you can easily construct an evidence-based understanding of any problem. An evidence-based understanding of causes and effects leads to effective solutions that are accepted by your entire organization. The Apollo Root Cause AnalysisTM methodology facilitates the creation of a common reality using input from all stakeholders to produce an evidence-based understanding of the problem. This ensures your solutions address proven causes to prevent a recurrence. It makes problem-solving easy and gives those who have been trained, the skills to solve real-world problems more efficiently and effectively. RC Pro is a complete and adaptable root cause analysis software solution that can be fit to companies of any size and across any industry. RC Pro allows your organization to integrate its problem-solving capabilities.Starting Price: $295.00/one-time/user -
48
RevDeBug
RevDeBug
Out-of-the-box debugging for microservices. Instantly find the code that broke your service, even for hard to reproduce errors. Understand every request, every outlier, every problem without additional logging and error reproduction. See the root causes for each error with full context from logs, metrics, traces and failed code execution. End-to-end tracing with automatic instrumentation – see logs, metrics, traces and failed code execution history. In-depth performance monitoring. Quickly identify and remove application bottlenecks. Real-time topology discovery with full dependency visibility across all services. Highly customizable dashboards and notifications to spot problems before users report them. Automatically document failed tests and errors. Make every failure actionable and easy to debug. Create a fast feedback loop between testers and dev teams throughout development cycle. -
49
Guided Troubleshooting
Dezide
At Dezide we help improve installation, service and repair processes by providing efficient troubleshooting knowledge to service centers, field service technicians and even end customers for both your own and competing products. Dezide gathers the knowledge of your leading technical experts in Dynamic Troubleshooting Guides, which offer real-time, consistent, step-by-step instructions to your technicians. To deliver the best possible advice, our AI-powered platform dynamically uses four major factors when deciding which troubleshooting steps to recommend: 1. the probabilities of root causes 2. the probabilities that certain corrective steps will be effective 3. the costs of repairs 4. the time needed to complete the corrective steps. As repairs are done and tracked, Dezide uses machine learning to improve continuously, offering your smartest, most cost-effective troubleshooting guidance to your team members around the world.Starting Price: $49.00/month/user -
50
Qligent Vision
Qligent
Quick and simple to deploy and use, Vision’s lightweight architecture reduces costs and provides action-based, real-time root cause analysis. Its software-driven probes have limitless expandability throughout the network and offer broadcasters, network operators and content distributors a financially viable method to finally gain direct analytical access at the last mile. Vision shifts your content distribution to a new level of reliability – monitoring more points than ever, all real-time, providing an unprecedented level of fault tolerance and redundancy with hot-swap backup, load balancing and clustering. Designed to operate continuously, Vision enables detailed root cause analysis that includes 24/7 video capture of each issue along with time correlated trend history. Deploying Vision over the entire network unveils a true picture of the channel delivery out to the last mile.
