Alternatives to OPUS
Compare OPUS alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to OPUS in 2026. Compare features, ratings, user reviews, pricing, and more from OPUS competitors and alternatives in order to make an informed decision for your business.
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1
Intelex
Intelex Technologies
Intelex is an integrated software solution for managing Environmental, Health, Safety and Quality (EHSQ) programs. Intelex’s scalable platform is designed to store, manage and analyze EHS and Quality data in one place. The solution works on any device to meet the realities of your workplace. With Intelex, your organization can: - Drive better results in your EHSQ program by monitoring workflows to achieve top performance and gain control. - Identify trends and tendencies by setting goals to gain greater insight into your EHSQ program to enhance judgement. - Reduce incidents and administrative work by easily monitoring, managing, optimizing and drawing insights from your safety data with our user-friendly safety software solution. - Streamline air, water and waste emissions management and reporting, and track and manage environmental outputs to achieve sustainability goals. - Drive continuous quality improvement activities across multiple departments, sites or locations. -
2
ReliaSoft
Hottinger Brüel & Kjær (HBK)
ReliaSoft software provides a powerful range of reliability software solutions to facilitate a comprehensive set of reliability engineering modeling and analysis techniques. We are the leading reliability solution provider for product test, design, maintenance strategy and optimization. Our products support a wide range of reliability and maintainability analysis techniques, such as life data analysis, accelerated life testing, system modelling and RAM analysis, reliability growth, FRACAS, FMEA and RCM analysis to meet and improve reliability of your products, processes and optimize maintenance planning. -
3
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 -
4
DC-E DigitalClone for Engineering
Sentient Science Corporation
DigitalClone® for Engineering is the world's only gearbox reliability prediction solution integrating multiple scales of analysis in a single software package. In addition to modeling and analysis capabilities at the gearbox and gear/bearing levels, DC-E is the only solution available that models fatigue life based on detailed, physics-based models of the material microstructure (US Patent 10474772B2). DC-E enables construction of a gearbox digital twin with high value across all stages of the lifecycle of the physical asset - from design and manufacturing optimization to component supplier selection to failure root cause analysis to condition-based maintenance and to prognostics. This computational environment drives down the time and cost to bring new designs to the market and to sustain them over time.Starting Price: Upon request -
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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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6
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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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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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. -
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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. -
10
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 -
11
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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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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Obviously AI
Obviously AI
The entire process of building machine learning algorithms and predicting outcomes, packed in one single click. Not all data is built to be ready for ML, use the Data Dialog to seamlessly shape your dataset without wrangling your files. Share your prediction reports with your team or make them public. Allow anyone to start making predictions on your model. Bring dynamic ML predictions into your own app using our low-code API. Predict willingness to pay, score leads and much more in real-time. Obviously AI puts the world’s most cutting-edge algorithms in your hands, without compromising on performance. Forecast revenue, optimize supply chain, personalize marketing. You can now know what happens next. Add a CSV file OR integrate with your favorite data sources in minutes. Pick your prediction column from a dropdown, we'll auto build the AI. Beautifully visualize predicted results, top drivers and simulate "what-if" scenarios.Starting Price: $75 per month -
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EvaluAgent
EvaluAgent
Our Quality Assurance Platform helps Contact Centers like yours to optimize customer, agent and user experience to ultimately thrive. Answer a few simple questions and learn where you are on your journey to Smart Quality, and we'll provide you with personalized recommendations for how to take your QA to the next level. Mitigate risk by unifying customer feedback, performance data and text analytics to quickly identify conversations that require your attention. Integrate and fetch conversations, survey results and performance data into the most connected QA & improvement platform on the market. Auto-score 100% of calls, emails and chat sessions to highlight CX and compliance breaches. Build your own signals and filters to send conversations to your QA team for deep-dive evaluation and root-cause analysis. Generate reports your business will act on. Demonstrate ROI by plotting how your QA efforts increase efficiency, sales and both customer and employee satisfaction. -
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ValueWorks
ValueWorks
With our executive management system, we create value in a truly data-driven way. Everything you need in one executive management system. Get automatic recommendations optimized by our artificial intelligence in combination with industry benchmarks. Streamline your planning according to your data. Fully integrated & intelligent executive management suite. One system for planning, reporting & executing. Deep industry-specific content & best practices and community. Relevant semantic data model, KPIs/dashboards, deep-drills, benchmarks, recommendations, etc. The off-the-shelf solution is cheaper, easier, and faster to set up. No internal IT or BI team is needed for rapid setup and operations. Super simple and flexible user experience optimized for executives (simpler than Excel) No matter whether it is setting up a new product or new country entity. With root cause analysis and recommendations, P&L prediction and intelligent integration technology powered industry-specific data schema. -
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camLine Cornerstone
camLine
Cornerstone data analysis software allows efficient work to design experiments and explore data, analyze dependencies, and find answers you can act upon, immediately, interactively, and without any programming. Engineer oriented execution of statistics tasks without being burdened with statistics details. Easy and fast correlation detection in the data even working on Big Data infrastructure. Reduce the amount of experiments via statistically optimized experiment plans and speed up overall development. Fast finding of a usable process model and root-cause analysis via exploratory and visual data analysis. Optimizing your executed experiments via structured planning, data collection, and result analysis. Easy investigations of how noise in the process variables influences the process responses. Automatic capturing compact, reusable workflows. -
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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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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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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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Eugenie
Eugenie
Eugenie’s powerful decision framework enables industrial organizations to get the maximum value out of their assets and processes. At Eugenie, we have made AI an invisible, yet a robust force to ensure industrial operational efficiency and reliability. We have built Eugenie as an inclusive system of technology, efficiency, and trust. Eugenie’s unique framework of Explainable AI empowers decision-makers with data-driven conclusions. Armed with root-cause analysis and predictive insights, Eugenie’s digital ecosystem enables informed decision-making. The corporative ecosystem of Eugenie comprises of congruence between human and machine capabilities. Eugenie’s AI-first approach encompasses user-centric designs to improve machine and process reliability. We consider technology as an ally to augment human efficiency. Eugenie’s highly agile digital infrastructure makes it an ideal solution for quick industrial insight generation. -
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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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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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23
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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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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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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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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Codenull.ai
Codenull.ai
Build Any AI model without writing a single line of code. Use these models for Portfolio optimization, Robo-advisors, Recommendation Engines, Fraud detection and much more. Asset management can be overwhelming. Don't worry, Codenull is ready to help! with asset value history it can optimize your portfolio for the best returns. Train an AI model on past data of logistic costs and get accurate predictions on the same for future. We solve ANY possible AI use case. Get in touch, let's make AI models customized for your business. -
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UpTrain
UpTrain
Get scores for factual accuracy, context retrieval quality, guideline adherence, tonality, and many more. You can’t improve what you can’t measure. UpTrain continuously monitors your application's performance on multiple evaluation criterions and alerts you in case of any regressions with automatic root cause analysis. UpTrain enables fast and robust experimentation across multiple prompts, model providers, and custom configurations, by calculating quantitative scores for direct comparison and optimal prompt selection. Hallucinations have plagued LLMs since their inception. By quantifying degree of hallucination and quality of retrieved context, UpTrain helps to detect responses with low factual accuracy and prevent them before serving to the end-users. -
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Temboo Kosmos
Temboo
Kosmos supports open hardware and open data protocols, providing the most flexibility while ensuring the most ease-of-use. You control your data and devices, avoiding proprietary systems and lock-in. No coding or software engineering required. Kosmos writes the application for you, optimizing the device code to minimize power consumption and memory usage. Get advanced warning about problems before they happen and automatic notifications when anomalous sensor events are detected. Collect environmental data with connected sensors—no coding required. -
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FusionReactor
Intergral
FusionReactor allows you to quickly find bottlenecks in your app, server, and in your database; making your Java or ColdFusion application run faster and more efficiently. The integrated production safe debugger helps you to quickly find bugs & alleviate technical debt allowing you more time to write better code. FusionReactor continually monitors your app and your database so when an error fires automatic root cause analysis will trigger and you will be immediately sent details of where the error occurred in your stack. No more hunting for that needle - you can dive straight in and fix the issue. Free trial available see https://www.fusion-reactor.com/start-free-trial/ You will find all the APM features you expect; plus some unique features you didn’t. FusionReactor is breaking the mold of traditional APM tools and will enable you to keep your production systems online longer and with better resultsStarting Price: $19 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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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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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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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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Applicaster
Applicaster
The only no/low-code platform for creating, launching & managing streaming apps across multiple devices & technology stacks. App independence; developers optional. Use simple, built-in tools to craft and change custom experiences, connect your preferred integrations & launch directly to the app stores. Scale & expand your streaming business with budget predictability & full control over timelines & resources. Support the growing needs of your business in the most operationally efficient way. Continuously experiment, personalize & optimize your app experience to drive that perfect user experience & desired business outcomes. Non-developers build & compile apps, and manage releases. Hundreds of available integrations power client apps. Use our APIs to extend your capabilities. Features available OOTB, you configure your backend. For measurement, data source & UI across platforms. Continuously collect user data, rollout changes quickly. -
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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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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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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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Translytics
Translytics
TranslytiX SaaS product is a ready-to-use software solution that will cater to all the supply chain needs of an organization ranging from Supply chain diagnostics, Demand Forecasting and Inventory Optimization. For Demand Forecasting module, it offers • Fully automated forecasting engine. • Proven improvement in average forecast accuracy by 5-12% • Incorporates exception planning for inadequate forecast precision. • Offers a forecast override feature. • Accommodates external inputs, such as bottom-up forecasts and seasonal spikes/drop For Inventory Optimization module, it offers: • Comprehensive inventory visibility: Excess, shortage, control • Accurate inventory projections for future planning • Proactive inventory risk assessment • MTO/MTS SKU categorization guidance • Supplier performance monitoring for optimization • Actionable recommendations • User-friendly Root Cause Analysis The product acts like a Digital brain on top of your Data System to deliver insightsStarting Price: $600/user/month -
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StayinFront RDI Field View
StayinFront RDI
StayinFront RDI Field View® build a smarter field force with a multi-platform application which directs field sales teams to the biggest opportunities in every store they visit. It generates daily, store level alerts with root-cause analysis to enable the team to focus on improving on-shelf availability and promotional execution. We have talented data scientists and software developers working closely with CPG (Consumer Packaged Goods) industry experts. We’re so much more than clever generalists – we really understand the issues facing brands in their challenging relationships with retailers, and it shows in our solutions. We generate insights which are actionable in many parts of the business – by Field Sales teams, Key account Managers and Customer Marketing teams. We also know that engaging a solution provider is a big deal in any business. That’s why we offer a short ‘Proof of Concept’ phase allowing you to construct the business case for engaging our team of experts. -
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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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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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44
Dakota Scout
Dakota Software
Empower your teams to proactively identify areas of risk by streamlining incident reporting and providing a real-time picture of safety across the enterprise. Scout allows any worker, even those without user accounts, to report injuries, incidents, near misses, and safety observations from any device. Dedicated QR codes can be displayed on posters or stickers to simplify reporting. Once captured, safety leaders can collaborate on investigations and Root Cause Analysis (RCA) activities. Scout’s patented data exploration tools transform incident management from reactive to proactive. Safety leaders can analyze trends, pinpoint areas of concern, and share insights across locations. Site leaders can easily satisfy OSHA Recordkeeping requirements and generate 300, 300a, and other reports. Using email alerts and time-stamped event logs Scout helps to maintain accountability and transparency at all levels of the organization. -
45
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. -
46
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. -
47
StackPilot
StackPilot
StackPilot is an AI-powered oncall copilot that automates root cause analysis and bug fixes for software engineers. It integrates directly with observability tools like Datadog, Sentry, and PagerDuty to transform alerts into actionable fixes. The platform analyzes recent commits, logs, and stack traces to pinpoint faulty code, then generates pull requests with proposed solutions. Engineers only need to review and merge, significantly cutting resolution time from hours to an average of 15 minutes. StackPilot also captures investigative steps and converts them into reusable runbooks, improving incident response over time. With strong privacy measures—no code or logs stored—it ensures secure, real-time analysis for engineering teams.Starting Price: Free -
48
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. -
49
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. -
50
IMS Compliance Manager
Innovative Management Systems
Compliance Manager is a Software As A Service application that allows you to manage: Documents - Add, update, archive and manage your Policies, Procedures, Forms and Templates. Projects - Manage your projects and documentation allowing team members to share project information. Tasks - Manage tasks, audits, nonconformances, corrective & preventive actions, complaints and incidents. Alerts - Manage e-mail alerts to improve timely close out of corrective & preventive actions. Incidents - Manage incidents, investigations, resolutions and root cause analysis. Training - Manage employee records, training logs and appraisals. Suppliers - Manage supplier records and performance evaluations. Reports - Produce reports on Audit Results, Root Cause Analysis, Training, and Supplier Performance. Manage e-mail alerts to improve the timely close-out of corrective actions. Manage supplier records and performance evaluations.Starting Price: $50 per month