CA WatchTower Platform ML Insights Alternatives (September 2025)

BigPanda enables teams to transform IT operations with full-context AIOps. Resolve issues faster, improve service availability, and maximize efficiency.

Splunk IT Service Intelligence brings a unique approach to monitoring and troubleshooting. True AIOps predicts future incidents and automatically updates alerts.

ZIF, an AI-powered ITOps tool that ensures business continuity using applications of machine learning, predictive analytics & automation.

Unlocking deep insights with Full-Stack Observability, powerful SixthSense AI for Cognitive AIOps, Data Observability, and robust API Security.

Optimize technology and accelerate digital transformation with BMC’s solutions for automation, operations, service management, and enterprise-scale AI

IBM Turbonomic software uses AI to optimize the performance, cost and compliance of hybrid cloud and multicloud environments.

Optimize your storage infrastructure using this cloud-based storage management and support platform with predictive analytics.

IBM Instana Observability is the gold standard of incident prevention with automated full-stack visibility, 1-second granularity and 3-seconds to notify.

IBM Z mainframe servers and software deliver secure, reliable, and fast IT infrastructure for digital transformation.

Serve, Monitor, Manage and Scale your machine learning operations with our enterprise ready MLOps tools. Get a demo or start a trial today. %

A powerful AIOps platform that provides cloud monitoring and multicloud management with automated discovery and remediation. Learn more.

Optimize your workflow with data-driven insights from CodeTogether. Accelerate delivery, improve quality, and make smarter decisions. Start a free trial today.

Scale AI workloads, for all your data, anywhere, with watsonx.data.

Alteryx powers actionable insights; more than 8,000 customers rely on Alteryx to automate analytics to improve revenue performance, manage costs, and mitigate risks.

Empower your operations with Motadata: Unified Observability & IT Service Management. Gain insights, streamline tasks, & optimize performance

IBM Edge Computing, combined with 5G, is helping create new business opportunities across industries by acting on insights closer to where data is created.

Cognos Analytics is your trusted AI co-pilot for smarter analytics and confident decisions.

Anomalo's Data Quality Software uses automated AI to detect data quality issues and understand their root causes, before anyone else. Get started today!

Explore your machines and infrastructures with intelligent sensors and powerful artificial intelligence. Reduce risks and improve execution performances.

Control-M for Mainframe quickly and securely automates workflow orchestration and reduces risk and errors, realizing your mainframe's full value.

Moogsoft AIOps ensures continuous availability with automated noise reduction via industry leading anomaly detection algorithms. Learn more.

Hybrid Cloud Observability. Our self-hosted full-stack Observability solution is built to optimize performance, ensure availability, and reduce remediation time.

Cloud Insights from NetApp monitors your storage infrastructure so you can quickly troubleshoot and optimize public clouds and private data centers.

Lower costs, increase availability, and eliminate guesswork for monitoring and managing z/OS and z/OS UNIX.

Innovate faster, operate more efficiently, and drive better business outcomes with observability, AI, automation, and application security in one platform.

Our enterprise software unearths millions in hidden costs, predicts risks, drives greater performance and productivity without diluting ROI.

Gain end-to-end visibility with Riverbed Network Observability. Get actionable insights to swiftly resolve network performance issues.

Monte Carlo’s Data Observability platform increases trust in data by eliminating data downtime, so engineers innovate more and fix less.

Increase model velocity and improve AI outcomes with Arize AI’s ML observability platform. Discover issues, diagnose problems, and improve performance.

Track, compare, and reproduce your ML experiments with Comet's machine learning platform. Leverage insights to build better models, faster.

Launch AI apps for business intelligence that boost user engagement and drive actual impact. Quick integration. Cloud native. Data governance baked in.

IBM watsonx Code Assistant is a solution that leverages generative AI to accelerate code generation and increase developer productivity.

IBM Cloud Pak for Network Automation is an AI-powered network automation platform for CSPs to evolve to zero-touch operations and deliver services fast.

Autointelli provides AIOps platform & solutions for enterprises with IT infrastructure. Our platform is a duo of AI and ML algorithms that help ITOps, Service Desk, NOC/SOC teams through IT automation & orchestration.

Learn more about Elastic Observability — the most widely deployed GenAI optimized observability solution. You get full stack visibility and actionable insights to go from real-time to proactive....

Optimize your cloud cost, performance and availability while saving time with AI. Use Sedai to optimize compute, storage and data including Kubernetes, AWS Lambda, AWS ECS, AWS EC2, Azure VMs, AWS S3, AWS EBS, Google Dataflow and more. Sedai's Autonomous Cloud Management Platform works across AWS, Azure, GCP and On-Premises and can run in three modes: Datapilot, Copilot and Autopilot.

TrueSight Infrastructure offers early, accurate detection, diagnosis, prioritization, and resolution of service issues.

Scopito is the engine behind your predictive maintenance. We are with you all the way from inspection analysis to historic comparison.

SymphonyAI delivers AI-based predictive and generative solutions that solve challenges and drive results for global brands across industries.

Based in Milpitas, CA, we specialize in IT/Cloud efficiency and GPU management, delivering advanced, resilient solutions with patented AI engines.

IBM Business Automation Workflow helps you automate your digital workflows to increase productivity, efficiency and insights — on premises or on cloud.

With a Data Intelligence Engine that understands your data’s uniqueness, the Databricks Platform allows you to infuse AI into every facet of your business.

Train and deploy ML models and LLMs on top of Kubernetes at the speed of Big Tech with 100% reliability and scalability. Slash production costs by 30-40% and release models to production faster. Training jobs, inference services, GPUs and more on your own infra.

Powerful model serving and orchestration for your AI & ML projects, without the hassle of managing Kubernetes & cloud infrastructure.

Lumenore is an AI-powered business intelligence and analytics platform that helps businesses turn their data into actionable insights with no code software.

Amazon DevOps Guru is a machine learning service designed to detect abnormal operating patterns so you can identify issues before they impact your customers.

Open. Flexible. Built to adapt to your team’s AI needs. DataRobot brings all your generative and predictive workflows together into one powerful platform. Quickly deliver AI that your business needs,, govern all your assets, and tap into world-class AI experts.

Lookout is the cybersecurity platform built to stop modern breaches as swiftly as they unfold, from the first phishing text to the final data grab.

IBM Process Mining helps customers to extract process data from business, identify automation opportunities, prioritize by impact, and fast-track implementation.

Discover RiskImmune, your ultimate solution for Third-Party Risk Management. Empower your business with our cutting-edge platform designed to identify, assess, and mitigate risks associated with external partners and vendors. Experience seamless integration, real-time monitoring, and comprehensive risk analysis to safeguard your operations and enhance compliance. Stay ahead of potential threats with RiskImmune’s innovative tools and expert insights. Optimize your third-party interactions and build a resilient business foundation with RiskImmune.

vFunction is the first AI-driven Architectural Observability Platform designed to improve application modularity, scalability, and engineering velocity by finding and fixing architectural technical debt (ATD).

Ambient.ai is transforming physical security with computer vision intelligence, empowering security teams with automated threat detection and visual verification.

Acure.io is not just another monitoring system, it is an AIOps solution that integrates ALL other log and alert monitoring systems.

BMC Helix ITSM provides predictive IT service management for your modern enterprise.

Almaden provide Digital Employee Experience Management and IT Asset Management solutions to organizations worldwide. Improve your experience with Almaden.

IBM Maximo Application Suite is a set of applications for asset monitoring, management, predictive maintenance and reliability planning. It’s available as managed SaaS or deployable in any Red Hat OpenShift environment.

Using AI/ML, Observo.ai elevates observability and helps you reduce security and observability costs by 50% or more while resolving incidents 40% faster

Protect against insider threats using machine learning. Splunk User Behavior Analytics (UBA) delivers the insights you need to find unknown threats and anomalous behavior.

Grow your people, cultivate better leaders, and increase business efficiency with AI designed to help you optimize your business more effectively.

Dataiku is the world’s leading platform for Everyday AI, systemizing the use of data for exceptional business results.

Data Automation is the achilles heels of Observability, AIOps, Security and Service Management. AI Driven End-to-End Network Operations

Automate repetitive and time-consuming back-office tasks by using software robots that emulate human actions on a computer.

Carrier improves visibility into hybrid infrastructure, reduces MTTR, and proactively pinpoints issues before they reach critical status through a single pane of glass view using LogicMonitor.

AI-powered data analytics solutions for businesses. We offer data integration, predictive analytics, and machine learning to help you make informed decisions.

Get out-of-the-box full stack monitoring and observability, expert guidance and actionable insights in a single intuitive interface with StackState.

Take control of your energy outcomes, optimize operations, and maximize asset value with actionable energy insights for office portfolios.

Explore WhyLabs, the leading platform for AI observability, LLM security, and model monitoring. Guardrail Generative AI applications in real-time to mitigate data leakage, prompt attacks, and hallucinations.

Empower your business decisions with our cutting-edge customer insights platform. Uncover valuable data-driven strategies and trends.

Optimize, modernize and cloud-enable your WebSphere applications and operations to increase efficiency while reducing costs and maximizing infrastructure utilization.

WatchMyCompetitor is the AI competitive intelligence platform that delivers actionable insights, curated by market analysts.

Eliminate support inefficiencies and spot granular consumer insights. Less churn. Better products. More accurate Business Intelligence.

One Model’s people analytics software transforms your HR data into dashboards, reports, predictive models, and automated insights for brilliant talent decisions.

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

AI for business. An AI assistant that redefines how business users interact with data. Secure, priva

Application optimization onsite, in the cloud, or for apps anywhere.

Detect and mitigate bots in real time. Optimize your ad campaigns and make smarter data-driven decisions with holistic insights and alerts.

The platform for implementing mission-critical automation, no matter where you are in your automation journey.

Generate infinite insights for all observability data at scale with Coralogix – when and where you need them – with no limitations

Increase efficiency and reduce downtime with Shiptracks.com. Our platform provides real-time visibility into your operations, enabling you to identify and address issues quickly.

Build responsible, transparent and explainable AI workflows with watsonx.governance.

Identify and curb shrinkage in retail and thefts in real-time at self-checkout counters using retail visual intelligence software equipped with ai in retail. Improve per-store sales by identifying fast-selling SKUs on retail shelves before they go out of stock and monitoring consumer behaviours

The LityxIQ platform offers simplified AI for your entire team. Enterprise-grade machine learning to solve your business problems and increase ROI.

See how a managed cloud services approach helps mitigate potential tension between traditional IT management and DevOps culture.

Better Stack lets you see inside any stack, debug any issue, and resolve any incident.

A market & competitive intelligence platform powered by mind + machine™, Powered by AI. Monitored by domain experts. Driven by you.

IBM Watson Studio is an IDE to build, run and manage AI models. It is available as SaaS or for self-hosting as part of IBM Cloud Pak for Data.

Imperva's Data Risk Analytics leverages AI-driven analytics to provide actionable insights, ensuring swift risk mitigation and reducing false positives.

IBM Power servers accelerate big data insights and hybrid cloud deployment with an open server ecosystem.

ServiceNow Security Operations (SecOps) connects your existing security tools to prioritize and respond to vulnerabilities and security incidents faster.

Cloudera delivers a hybrid data platform with secure data management and portable cloud-native data analytics.

Turbot offers cloud professionals insights and automation platforms that helps you build securely and intelligently.

IBM Watson Discovery is an API to search and answer questions about business documents using custom NLP and Large Language Models from IBM Research. It is available as SaaS or for self-hosting within IBM Cloud Pak for Data.

hc1 Insights helps labs extend their capabilities by empowering them to leverage the insights within their own data to optimize operations, engage with providers and inform testing and treatment decisions.

Harness AI to proactively manage the work that matters most with the Now Platform, the ServiceNow cloud platform.

Browsi’s SaaS platform boosts publisher revenue by automatically creating the premium ad inventory that advertisers seek.

Edge Impulse is the leading development platform for machine learning on edge devices.

Zignal Labs’ real-time intelligence technology helps the world’s largest organizations protect their people, places, and position.

Machine Learning made beautifully simple for everyone. Take your business to the next level with the leading Machine Learning platform.

Predicts and prevents future mechanical failures