Alternatives to IBM Operations Analytics
Compare IBM Operations Analytics alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to IBM Operations Analytics in 2026. Compare features, ratings, user reviews, pricing, and more from IBM Operations Analytics competitors and alternatives in order to make an informed decision for your business.
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ManageEngine Log360
Zoho
Detect, investigate, and resolve security incidents and threats using a single, scalable SIEM solution. Log360 provides you with actionable insights and analytics-driven intelligence for real-time security monitoring, advanced threat detection, incident management, and behavioral analytics-based anomaly detection. Built as the bedrock for your SOC, ManageEngine Log360 comes with out-of-the-box correlation and workflow rules, dashboards, reports, and alert profiles to help you address vital security issues with little manual intervention. -
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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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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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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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5
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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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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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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aspenONE Asset Performance Management (APM)
Aspen Technology
Get accurate failure alerts weeks or months in advance with real-time data and predictive analytics. Leverage the combination of prescriptive maintenance, root cause analysis, RAM analysis and more to address issues at the equipment, process and system levels. Quickly deploy automated Asset Performance Management solutions through low-touch machine learning to predict asset failures and reduce downtime — plant-wide, system-wide or across multiple locations. -
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TrueSight Operations Management
BMC Software
TrueSight Operations Management delivers end-to-end performance monitoring and event management. It uses AIOps to dynamically learn behavior, correlate, analyze, and prioritize event data so IT operations teams can predict, find and fix issues faster. Identify data anomalies and predictively alert to remediate issues before service impact. TrueSight Infrastructure Management helps you detect and address performance abnormalities before they impact the business. It automatically learns the behavior of your infrastructure, telling you what’s normal, and only issues alerts when behavior needs attention. This helps you focus on the events that matter most to IT and the business. TrueSight IT Data Analytics uses machine-assisted analysis for log data, metrics, events, changes, and incidents. You can automatically sift through millions of messages with a single click to solve problems faster. -
10
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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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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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 -
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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 -
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Komodor
Komodor
Komodor takes the complexity out of K8s troubleshooting, providing all of the tools you need to troubleshoot with confidence. Komodor monitors your entire k8s stack, identifies issues, uncovers their root cause and delivers the context you need to troubleshoot efficiently and independently. Auto-identify k8s anomalies, failed deploys, misconfigurations, bottlenecks and other health issues. Spot emerging problems before they spread out and affect the end-users. Use ready-made playbooks to streamline root cause analysis, sidestep disruptive escalations and save hours of precious dev time. Provide your teams with straightforward remediation instructions that turn every responder into a troubleshooting expert.Starting Price: $10 per node per month -
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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. -
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Amazon Lookout for Metrics
Amazon
Reduce false positives and use machine learning (ML) to accurately detect anomalies in business metrics. Diagnose the root cause of anomalies by grouping related outliers together. Summarize root causes and rank them by severity. Seamlessly integrate AWS databases, storage services, and third-party SaaS applications to monitor metrics and detect anomalies. Automate customized alerts and actions when anomalies are detected. Automatically detect anomalies within metrics and identify their root causes. Lookout for Metrics uses ML to detect and diagnose anomalies within business and operational data. Detecting unexpected anomalies is challenging since traditional methods are manual and error-prone. Lookout for Metrics uses ML to detect and diagnose errors within your data, with no artificial intelligence (AI) expertise required. Identify unusual variances in subscriptions, conversion rates, and revenue, so you can stay on top of sudden changes. -
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Oracle Unified Assurance
Oracle
Deploy an end-to-end service assurance solution with automated root cause analysis using event correlation, machine learning (ML), and topology. Oracle Unified Assurance can be deployed as an overlay platform to unify monitoring across existing assurance tools or as a standalone assurance solution. Integrate the solution into multivendor networks and management systems, or deploy it in a hybrid mode. Oracle’s Unified Assurance solution is helping customers automate assurance and implement assisted and full closed-loop automation. Provide dynamic, end-to-end assurance for 5G solutions at scale while ensuring optimal quality of service and customer experience with machine learning (ML) analytics. Automate operations with end-to-end network and service assurance by federating across existing tools. Leverage existing investments with a roadmap to rationalize the tools and build the basis for autonomous operations. -
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With the SAP Digital Manufacturing Cloud solution, you can leverage a manufacturing execution system (MES) to execute processes, analyze scenarios, and integrate systems through a resource-efficient Industry 4.0 approach. Empower key stakeholders to analyze global and plant-level manufacturing performance and associated causes through intuitive, preconfigured analytics. Acquire data from different manufacturing operations management (MOM) and automation systems by uniting multiple solutions and standards-based interfaces. Facilitate continuous business improvement by accelerating root-cause analysis with advanced algorithms and machine learning. Meet market-of-one demand, handle extreme product variability, improve customer satisfaction, and maintain productivity, margins, and quality levels.
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Nazar
Nazar
Nazar was created from our own needs to manage multiple databases in multi-cloud or hybrid environments. It is production ready for the main database engines and completely eliminates the need for using multiple tools. It saves one a lot of time by making a standard and easy way to setup new servers in the platform. Get a normalized view of your database's behavior on a single dashboard without having to use multiple tools with completely different views and metrics from one another. Setting up, tracing and investigating logs and querying data dictionaries every time is not where the race is won. Nazar uses the resources already available in the DBMS for monitoring and does not need to rely on agents. NAZAR automates anomaly detection and root-cause analysis, reducing mean time to resolution (MTTR) and detecting issues to avoid incidents for peak application and business performance. -
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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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IBM Z Anomaly Analytics is software that provides intelligent anomaly detection and grouping to proactively identify operational issues in your enterprise environment. IBM Z Anomaly Analytics uses historical IBM Z log and metric data to build a model of normal operational behavior. Real-time data is then scored against the model to detect anomalous behavior. A correlation algorithm then groups and analyzes anomalous events to proactively alert operation teams of emerging problems. Your essential services and applications must always be available in today's digital environment. For enterprises with hybrid applications, including IBM Z, detecting and determining the root cause of hybrid application issues has become more complex with rising costs, skill shortages, and changing user patterns. Proactively identify operational issues and avoid costly incidents by detecting anomalies in both log and metric data.
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Nakisa Workforce Planning
Nakisa
Deepen your understanding of your organization with workforce analytics, deep-dive visualization and org charts, and reporting capabilities. Leverage machine learning in HR to automate problem detection and root cause analysis. Predict the outcome and impact of organizational changes to stay proactive and responsive in the face of change. Modernize the way you do organizational design and build the future state of your organization by embracing change as a way of life with continuous AI-driven organizational design. The business team successfully builds a well-designed organization that scales and adapts quickly to change, while retaining talent and hiring more effectively. Finance teams have visibility into forecasted HR budgets through predictive reporting. -
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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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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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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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Atrium
Atrium
Instant connections to the systems where rep performance data resides. Set and proactively track weekly, monthly, and quarterly rep goals. Automatic root-cause analysis of performance issues or excellence. Made for busy managers who need answers fast - not more dashboards to get lost in. You’re constantly being surprised by rep problems that it’s too late to fix. Atrium provides the insights to help managers see around corners and fix issues before they become problems. Spend time coaching and fixing issues instead of looking for them. Detect and alert managers, operations and leaders about issues early before they become major problems. Complicated business intelligence and dashboarding software is designed for data analysts - not busy managers. Atrium was made for SDR, AE, and AM/CSM managers and the leaders and operations people who help them. -
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Sumo Logic
Sumo Logic
Sumo Logic, Inc. helps make the digital world secure, fast, and reliable by unifying critical security and operational data through its Intelligent Operations Platform. Built to address the increasing complexity of modern cybersecurity and cloud operations challenges, we empower digital teams to move from reaction to readiness—combining agentic AI-powered SIEM and log analytics into a single platform to detect, investigate, and resolve modern challenges. Customers around the world rely on Sumo Logic for trusted insights to protect against security threats, ensure reliability, and gain powerful insights into their digital environments. Sumo Logic Cloud SIEM helps your team detect, investigate, and respond to threats with faster behavioral analytics and automation—powered by real-time data and logs-first intelligence. Sumo Logic UEBA baselines user and entity behavior in minutes—training models on historical data to reduce false positives and surface high-risk anomalies.Starting Price: $270.00 per 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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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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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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CySight
IdeaData
CySight's Dropless Collection method provides absolute data retention, enabling the most data orientated decision making and cost-effective workflow for any organization, significantly enhancing network performance, network security and cyber intelligence to the highest level. With a Unique approach, CySight delivers comparative baselining, superior granularity, scalable collection, root cause analysis and QoS Analysis. All Designed to run independently or work together as a powerful single unit. CySight empowers communication and application visibility for networking, security, billing and compliance with high-end integrated network traffic analytics, granular forensics, cybersecurity intelligence, cloud usage, internet-of-things analytics, peering and billing to medium and large enterprise customers and service providers. Our objective at CySight is to reveal your data’s potential and eliminate all blind spots.Starting Price: $299/month -
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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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BlackBerry Optics
BlackBerry
Our cloud-native BlackBerry® Optics provide visibility, on-device threat detection and remediation across your organization. In milliseconds. And our EDR approach effectively and efficiently hunts threats while eliminating response latency. It’s the difference between a minor security event—and one that’s widespread and uncontrolled. Identify security threats and trigger automated responses on-device with AI-driven security and context-driven threat detection rules to reduce detection and remediation time. Gain visibility with consolidated, AI-driven security and an enterprise-wide view of all endpoint activity, empowering detection and response capabilities for online and offline devices. Enable threat hunting and root cause analysis experiences with intuitive query language and up to 365 days of data retention options. -
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Robust Intelligence
Robust Intelligence
The Robust Intelligence Platform integrates seamlessly into your ML lifecycle to eliminate model failures. The platform detects your model’s vulnerabilities, prevents aberrant data from entering your AI system, and detects statistical data issues like drift. At the core of our test-based approach is a single test. Each test measures your model’s robustness to a specific type of production model failure. Stress Testing runs hundreds of these tests to measure model production readiness. The results of these tests are used to auto-configure a custom AI Firewall that protects the model against the specific forms of failure to which a given model is susceptible. Finally, Continuous Testing runs these tests during production, providing automated root cause analysis informed by the underlying cause of any single test failure. Using all three elements of the Robust Intelligence platform together helps ensure ML Integrity. -
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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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Gravwell
Gravwell
Gravwell is an all-you-can-ingest data fusion analytics platform that enables complete context and root cause analytics for security and business data. Gravwell was founded to bring the benefits of usable machine data to all customers: large or small, text or binary, security or operational. When experienced hackers and big data experts team-up you get an analytics platform capable of things never seen before. Gravwell enables security analytics that go well beyond log data into industrial processes, vehicle fleets, IT infrastructure, or everything combined. Need to hunt down a suspected access breach? Gravwell can correlate building access logs and run facial recognition machine learning against camera data to isolate multiple subjects entering a facility with a single badge-in. We exist to provide analytics capabilities to people who need more than just text log searching and need it sooner rather than later at a price they can afford. -
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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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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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Oracle CASB
Oracle
Gain visibility and detect threats on the entire cloud stack for workloads and applications with Oracle CASB. Leverage real-time threat intelligence feeds and machine learning techniques to establish security baselines, learn behavioral patterns, and identify threats to the cloud stack. Leverage real-time threat intelligence feeds and machine learning techniques to establish security baselines, learn behavioral patterns, and identify threats to the cloud stack. Eliminate labor-intensive and error-prone manual processes. Manage security configurations within cloud applications by assessing and continuously enforcing configurations with simplified monitoring and automated remediation. Accelerate regulatory compliance and provide consistent reporting with secure provisioning and comprehensive monitoring across activity, configurations, and transactions. Identify anomalies as well as fraud and breach patterns across cloud applications with CASB. -
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Amazon Detective
Amazon
Analyze and visualize security data to rapidly get to the root cause of potential security issues. Amazon Detective makes it easy to analyze, investigate, and quickly identify the root cause of potential security issues or suspicious activities. Amazon Detective automatically collects log data from your AWS resources and uses machine learning, statistical analysis, and graph theory to build a linked set of data that enables you to easily conduct faster and more efficient security investigations. AWS security services like Amazon GuardDuty, Amazon Macie, and AWS Security Hub as well as partner security products can be used to identify potential security issues, or findings. These services are really helpful in alerting you when something is wrong and pointing out where to go to fix it. But sometimes there might be a security finding where you need to dig a lot deeper and analyze more information to isolate the root cause and take action. -
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ScalePad Cognition360
ScalePad
ScalePad Cognition360 transforms ConnectWise PSA ticket data into powerful, predictive business intelligence designed specifically for managed service providers. It offers over 130 interactive, drill‑down reports and benchmarks that surface root‑cause insights related to profitability, technician efficiency, ticket dynamics, project performance, agreement renewals, and more. By offloading reporting to a dedicated data warehouse, Cognition360 minimizes impact on production systems while enabling historical trend analysis and “what‑if” forecasting. Built-in machine learning and AI provide predictive analytics, allowing MSP executives and vCIOs to identify capacity constraints, hidden cost drivers, client-level profitability, and operational bottlenecks, often resulting in a 10–15 % increase in profitability. Integration is seamless for ConnectWise Manage users, requiring minimal setup and leveraging existing Power BI licenses for accessible report visualization.Starting Price: $449 per month -
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Adopt
Adopt
Capture, combine, contextualize, aggregate, and visualize data. Model relationships linking growing conditions and desired outcomes. Root cause analysis to identify actionable insights for improvement. Discovery, interpretation, and communication of meaningful data patterns. The Adopt agriculture management team and its advisory board know a lot about developing advanced agriculture analytics and growing and running successful businesses. Distil data & science into an easily understood score. Adopt is building the data needed to transform the agricultural supply chain. From agribusiness-driven yield and practices focused on consumer-driven outcomes. -
43
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 -
44
ServiceNow Process Mining
ServiceNow
Optimize business processes. Uncover trends and patterns using in-platform process mining. Get deep insight into processes to understand the root cause of how and why issues occur. View and analyze team performance across your organization and improve workgroup results. Streamline work by uncovering and removing redundant tasks and bottlenecks in business processes. Drive service excellence with an easy visual map for mining real-time process performance. Uncover hidden inefficiencies with the push of a button using process data. See a visual representation of process flows to identify bottlenecks and make improvements quickly. Optimize processes fast with AI-powered analysis to detect undesired process behavior. Establish greater regulatory compliance by proactively identifying process deviations and anomalies. -
45
Unomaly
Unomaly
Ingest logs from all sources. Whether your environment consists of containers, services or servers, Unomaly provides complete visibility into each component across your entire IT infrastructure. Unomaly analyzes data without specific parsers or predefined knowledge of data format or structure. Input data from host machines, log collectors, log servers, cloud services or other applications or technologies. After aggressively learning repeating patterns, Unomaly creates profiles for each log source that sends data. These profiles continue to adapt as your environment changes. Change out-dates our knowledge. Unomaly automatically provides an update model of your current state to highlight change when new data arrives. Most incidents have unknown causes and therefore can't be defined by anything other than their negative consequences. Unomaly locates and surfaces the potential root cause as they occur. -
46
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 -
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ExtraView
ExtraView
ExtraView is an enterprise software platform implementing business process management, global quality management systems for CAPA, adverse event reporting, food safety, bug and defect tracking, change management, customer support, helpdesk, field audit, and other workflow or issue management systems. Use out-of-the-box solutions or implement a custom requirement. Available as a service in the cloud or on your own servers. Simple to configure, yet provides a quality platform on which to implement fully validated systems such as incident management, CAPA, adverse event reporting, & root cause analysis, clinical trial data management and food safety. Implement bug-tracking, customer support, requirements management, change management and other issue-tracking systems. Many customers can take advantage of the full-featured, free, downloadable version! Learn how financial companies implement systems that regulate and control audit systems, provide corporate governance and risk management.Starting Price: $400 one-time payment -
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Sightline EDM
Sightline Systems
Sightline Systems is a trusted leader in predictive analytics and data monitoring providing a real-time operations intelligence solution. We are focused on predictive analytics, root-cause analysis, performance management, correlation of data, and analysis from any source including critical IT systems including mainframes, applications, storage, and databases — as well as manufacturing systems including programmable logic controllers (PLC), microprocessors, supervisory control and data acquisition (SCADA) devices, sensors, actuators, and loggers. Our global customers cover a wide range of industries including IT, Manufacturing, IIoT, Automotive, Industrial, Utilities, Aquaculture, Banking, Packaging, Chemical, Pharmaceutical, Airlines, Telecommunications, Federal, State, and Local Governments, and many Fortune 50 and Global 100 companies across 15 countries. Sightline Systems is proud to have a 98% Renewal Rate. -
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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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Altruis
Altruis
Revenue cycle management touches so many aspects of healthcare that the term means different things to different audiences. But at the core—at the heart—it’s about capturing the revenue needed to power a healthcare organization’s mission. Altruis never loses sight of that simple fact. The revenue cycle management services we offer translate to more patients served, new and expanded services for those patients, and a more reliable, robust pool of resources to enable strategic planning, talent retention, and community-health investments. Whether you find yourself in need of a temporary billing solution, assistance with unresolved AR in a previously used system, or help successfully appealing denied claims, Altruis can help. We resolve backlogged AR by conducting in-depth forensic investigations of both isolated and systemic issues. Through root-cause analysis, we identify ways to help providers realize immediate financial benefits.
