Best AIOps Tools and Platforms - Page 18

How Many AIOps Tools Products Does G2 Track?

Total Products under this Category: 315

Category Stats (Nov 2026)

  • Average Rating: 4.55/5 (↑0.06 vs Oct 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Elastic Observability (+0.66%) - Among all products in this category, Elastic Observability recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank AIOps Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 10,200+ Authentic Reviews
  • 315+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for AIOps Tools

G2 Grid® for AIOps Tools plotting products by satisfaction and market presence

Highlighted products: ServiceNow IT Operations Management, OpManager Nexus, Elastic Observability, Dynatrace, IBM Instana, ScienceLogic AI Platform, Sumo Logic, and Datadog.

Underlying data: [Grid® JSON](https://www.g2.com/categories/aiops-platforms/grids.json?focus%5B%5D=servicenow-it-operations-management&focus%5B%5D=opmanager-nexus&focus%5B%5D=elastic-observability&focus%5B%5D=dynatrace&focus%5B%5D=ibm-instana&focus%5B%5D=sciencelogic-ai-platform&focus%5B%5D=sumo-logic&focus%5B%5D=datadog)

RLCatalyst

RLCatalyst is an AI-driven DevOps automation platform designed to enhance IT operations through intelligent automation and comprehensive monitoring. By integrating artificial intelligence into IT operations , RLCatalyst aggregates data from multiple sources, applies machine learning algorithms, and extracts meaningful insights to proactively detect failures and prevent downtime. This approach ensures continuous service availability, accelerates diagnostics and recovery, and maintains compliance with real-time monitoring of hardware and software assets. Key Features and Functionality: - ServiceOne: Provides end-to-end managed services encompassing IT Service Management , IT Operations Management , security, governance, compliance, and DevOps. - Command Center: Collects data from various monitoring platforms to observe and understand behavioral patterns across multiple environments. - BOTs: Automates routine IT tasks using a pre-built library of reusable BOTs, enabling faster initiation of automation journeys and yielding cost reductions and improved Service Level Agreements . - CI/CD Cockpit: Offers insights into the application development process by aggregating data and visualizing performance metrics at every stage of Continuous Integration and Continuous Deployment . Primary Value and User Solutions: RLCatalyst addresses several critical challenges in IT operations: - Service Availability: Utilizes AI learning models and analytics to proactively resolve issues, ensuring uninterrupted service availability. - Diagnostics, Recovery, and Prevention: Accelerates the diagnosis and resolution of outages using AI techniques, with models that automatically recover and prevent problems without disrupting end users. - Continuous Security Monitoring: Provides real-time insights into security vulnerabilities, safeguarding assets and preventing data loss. - Compliance: Maintains real-time Configuration Management Database and monitors hardware and software assets to reduce risks and ensure compliance, including controlled use of software licenses and reduced maintenance costs through Software as a Service adoption. - Cost Management: Achieves significant cost savings across operations, including reductions in infrastructure costs through cloud adoption, team size optimization, and help desk ticket costs via automation and self-service. - Enhanced User Experiences: Through proactive diagnosis and prevention, minimizes disruptions to end users, thereby improving overall system experience. By adopting RLCatalyst, enterprises can transform their IT operations, achieving higher efficiency, reduced costs, and improved service quality.

Who Is the Company Behind RLCatalyst?

  • Seller: RELEVANCE LAB
  • Year Founded: 2011
  • HQ Location: San Jose, California, United States
  • LinkedIn® Page: www.linkedin.com
    463 employees on LinkedIn®

Runecast

Runecast is an enterprise CNAPP platform which saves your Security and Operations teams time and resources by enabling a proactive approach to ITOM, CSPM, and compliance. It helps you proactively remediate vulnerabilities for continuous compliance, whether on-prem, cloud or containers. By proactively using our agentless scanning in real-time admins discover potential risks and remediation solutions before any issues can develop into a major outage. Runecast’s AI-RAIKA, leverages advanced natural language processing (NLP) capabilities to interpret a vast amount of information to provide automated audits for security compliance standards, vulnerabilities (such as KEVs, CVEs or VMSAs) and technology vendor best practices. The platform has been recognized with Frost & Sullivan's 2023 European New Product Innovation Award in the CNAPP industry for its strong overall performance and commitment to user experience. NAVIGATING YOUR COMPLEXITY Runecast helps teams with a simpler transition to cloud, enabling admins to fully understand their hybrid environments and Cloud Security Posture Management (CSPM) and Kubernetes Security Posture Management (KSPM). Running securely on-premises, it provides insights into what is happening both in the cloud and on-site. IMMEDIATE VALUE FOR TEAMS As Runecast helps teams to stabilize availability and ensure security compliance, it contributes also to greater ROI for both existing and future investments with AWS, Azure, Kubernetes and VMware. FULLY ON-PREM SECURE Operates fully on-prem to analyze your hybrid-cloud environment, so that your data remains safely on-site. To provide additional security, Runecast features a customizable, transparent rules engine. RUNECAST FOR SECURITY AND COMPLIANCE Vulnerability Management Regular automated scanning, recommendations, remediation, and the ability to set up vulnerability management policies are just some of the requirements many enterprises have. The Runecast platform is constantly updated to detect the latest vulnerabilities for all of the supported technologies. Container Security Runecast scans container images for known vulnerabilities and misconfigurations, and can also detect runtime issues such as exposed ports and running processes. It also provides a public API which can be used in your CI/CD platform to analyze the container images and whether they are vulnerable or not to known vulnerabilities, before deploying them in production. Compliance with Security Standards Runecast offers automated audits against security hardening guidelines and common industry standards like CIS Benchmarks, NIST 800-53, PCI DSS, HIPAA, DISA STIG 6, GDPR, KVKK (Turkey), ISO 27001, BSI IT-Grundschutz, Essential 8 and Cyber Essentials Security Standard. RUNECAST FOR IT OPERATIONS TEAMS Vendor Best Practices for Security Hardening Runecast continuously monitors your complex environment, reporting violations and providing recommendations against Vendor Best Practices. It maintains a database with Best Practices of the latest AWS, Azure, Kubernetes, GCP, VMware and Windows and Linux OS. It analyzes your environment to detect any configuration issues against Vendor Best Practices. This delivers valuable insights to improve the stability and security of your infrastructure. Configuration Vault Tracks your configuration to help you prevent drift. Reports your entire configuration and provides the ability to compare your configurations over time. Hardware Compatibility and Upgrade Stimulations Runecast has automated the process of validating the hardware compliance of hosts and clusters against a selected ESXi version, ensuring compliance with the VMware Compatibility Guide (VCG) and vSAN Hardware Compatibility List (vSAN HCL). The AI-powered platform runs a quick and automated analysis using the latest HCL for your servers, I/O devices, and vSAN controllers. For upgrade planning, admins can see the results of multiple HCL upgrade simulation scenarios within seconds, and the findings are presented in a comprehensive way with details about any non-compatibility and how to resolve it. Validates your hardware, drivers, and firmware against current and upstream releases of ESXi for faster upgrade planning. Remediation Scripts A growing number of findings in Runecast offer remediation actions – allowing you to download the customized script to perform the reconfiguration. Some rules offer more than one remediation option, for example PowerCLI and Ansible. SUPPORTED SERVICES SUPPORTED SYSTEMS: AWS, Azure GCP, Kubernetes (1.20 and above), VMware (VMware vSphere, NSX-V, NSX-T, VMware Horizon, VMware Cloud Director, AP HANA for VMware, VMware on Nutanix, Pure Storage), Windows (Microsoft Windows) and Linux OS (RHEL 8, CentOS 7). SECURITY STANDARDS: CIS Benchmarks, NIST 800-53, PCI DSS, HIPAA, DISA STIG 6, GDPR, KVKK (Turkey), ISO 27001, BSI IT-Grundschutz, Essential 8 and Cyber Essentials Security Standard. INTEGRATIONS: Jira, ServiceNow, vSphere Client Plugin, OpenID Connect, REST API, HPE Ezmeral. REMEDIATION TOOLS: Ansible (VMware), PowerCLI (VMware), AWS CLI (AWS), AWS Tools for PowerShell (AWS), GCP CLI

Average Rating: 4.8/5.0

Total Reviews: 21

How Do G2 Users Rate Runecast?

  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 9.2/10)

Who Is the Company Behind Runecast?

Who Uses This Product?

  • Company Size: 48% Large, 24% Medium

What Are Recent G2 Reviews of Runecast?

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Connect G2 to Claude or ChatGPT for answers grounded in G2's trusted reviews, comparisons, and pricing from real user insights.

How it works

Safhat

Analytics tool designed to help your team extract valuable insights from data. With its intuitive interface and advanced features, you can uncover hidden trends, make informed decisions, and drive business growth.

Who Is the Company Behind Safhat?

SAUTERA

Infrastructure trust, measured - not assumed. Most security programmes now run on Zero Trust: verify the user, verify the request, grant the least privilege. That answers who may access a system. It doesn't answer whether the machine underneath can still be trusted. Is it patched? Encrypted? Still supported by its vendor? Running what the configuration says it runs? A fully verified user on a compromised or end-of-life device is still a breach. SAUTERA closes that gap. Zero Trust tells you who. SAUTERA tells you whether. How it works. The SAUTERA Witness sensor observes each device directly. It runs either installed on the device or agentless over SSH, WMI or SNMP, chosen per estate. Windows and Linux are supported today. From what it observes, SAUTERA computes a continuous trust score per device. The score is evidence-based and updated as the device changes, never a questionnaire answered last quarter. When evidence is missing, SAUTERA reports "Unknown" rather than a false pass. The VOUCH loop. Every finding moves through five steps: Detect (anomalies and posture drift are found from live telemetry), Decide (the platform reasons about what the finding means and what to do), Act (it proposes a signed, reversible fix that runs only when a human approves it), Prove (every action leaves an audit record) and Improve (outcomes feed back into future decisions). Compliance evidence on demand. SAUTERA produces evidence packages mapped to SOC 2, NIST CSF, ISO 27001 and FedRAMP-aligned controls, built from what was observed on the devices rather than screenshots and spreadsheets. For defense contractors, device-layer evidence supports the NIST 800-171 practices behind a CMMC self-assessment and SPRS score. End-of-life exposure and technical debt. SAUTERA scores each device's end-of-life exposure, for example Windows 10 machines past October 2025 support, and prices aging infrastructure in two numbers a finance owner can act on: what the debt costs to carry, and what modernizing would cost. The Complete Trust Decision. SAUTERA combines identity trust from your Zero Trust stack with infrastructure trust at the point of access, giving an ALLOW, DEGRADE or DENY verdict. Honest about scope. macOS and mobile sensors, turnkey one-click integrations and automatic CVE-to-patch authoring are on the roadmap, and we say so on our product page. Who it's for. Security, IT and compliance leaders at regulated, security-conscious organizations who need continuous device posture and evidence an auditor will accept. Free for 10 devices for 30 days. Pro is $5,000 a year with 50 devices included. Not antivirus.

Who Is the Company Behind SAUTERA?

ScruitINT

ScrutINT is a technology platform delivering verification, intelligence, due diligence, forensic investigations, and professional advisory services — built on five years of Intelaw Consulting's fraud-investigation expertise, using lawful, consent-based sourcing only.

Who Is the Company Behind ScruitINT?

Selector

Selector empowers network, cloud, and application operators with data-centric multi-domain analytics, driving the transition to AI- and ML-based operations intelligence. Selector Analytics converges network, applications, and IT system observability across heterogeneous data sources and provides actionable insights. Eliminate IT noise and reduce mean time to repair with Selector Analytics. Read more about our solution www.selector.ai/solutions/. Read our latest case studies and watch our videos to see Selector Analytics in action www.selector.ai/resources/.

Who Is the Company Behind Selector?

  • Seller: Selector
  • Year Founded: 2019
  • HQ Location: Santa Clara, US
  • LinkedIn® Page: www.linkedin.com
    115 employees on LinkedIn®

SelieeAI

Neeblo is a software and AI technology company building SaaS products and intelligent digital solutions that help businesses and agencies automate workflows, build digital experiences, create content, and grow online.

Who Is the Company Behind SelieeAI?

Sentrello

Sentrello is a Unified Business Management Platform (UBM) that combines CRM, Accounting, Booking, E-commerce , Subscriptions, Projects, Links, Newsletter, Documentation, Storage, SEO and more into one platform.

Who Is the Company Behind Sentrello?

SenzrOne

SenzrOne is an industrial IoT edge telemetry and predictive maintenance platform designed for high-throughput manufacturing plants. It connects industrial machinery to cloud SCADA systems using sub-millisecond MQTT communication with mutual TLS (mTLS). SenzrOne processes 3-axis high-frequency vibration analytics and Fast Fourier Transform (FFT) algorithms directly on edge microcontrollers, enabling real-time detection of harmonic frequency shifts and thermal anomalies weeks before physical equipment breakdowns occur.

Who Is the Company Behind SenzrOne?

  • Seller: Senzr
  • Year Founded: 2021
  • HQ Location: Bangalore, IN
  • LinkedIn® Page: www.linkedin.com
    15 employees on LinkedIn®

ServSpark Monitor

ServSpark Monitor is Windows service monitoring and auto-restart software for small and mid-size MSPs and IT teams. It watches selected Windows services, such as SQL Server, IIS, the Print Spooler, an RMM agent or a line-of-business app, and starts them again when they stop, using configurable retry rules, then reports the result. Checks run every 20 seconds by default. Alerts go out by email (your own SMTP), SMS (your own Twilio), Slack, Microsoft Teams, Discord or a generic webhook. One-time license per endpoint tier with unlimited services per endpoint and 1 year of updates and support. 14-day money-back guarantee.

Who Is the Company Behind ServSpark Monitor?

Shipown

Shipown is a desktop app for Windows, macOS and Linux that deploys web apps to a Linux VPS or bare-metal server you own, over plain SSH. Nothing is installed on the server. It runs Node apps under PM2, serves static sites through Nginx and deploys Dockerfile and Compose projects, with Nginx and Certbot HTTPS. You can follow streamed build logs, keep versioned releases and roll back to a retained release, and watch server CPU, memory, disk and uptime. An AI terminal uses your own Anthropic, OpenAI or DeepSeek key. It proposes one command at a time and runs it only after you approve.

Who Is the Company Behind Shipown?

Siglata

Siglata Tecnologia, based in Franca, Brazil, makes software for your AI. Siglata gives ChatGPT, Codex and Claude Code your company's files, spreadsheets and ERP exports. Your AI does the whole task, with each person's access and a record of every step. Siglata is your AI's workspace: your company's files, spreadsheets, ERP and rules, with the tools to do the whole job. You define the job; your AI executes it. Siglata is made by Siglata Tecnologia Ltda, a company based in Franca, São Paulo, Brazil. Siglata gives the AI your team already uses, such as ChatGPT, Codex and Claude Code, your company's files, spreadsheets and rules. Your AI finds the context on its own, does the whole task and saves the result. With Siglata, ChatGPT: - reads your spreadsheets, ERP exports and documents (PDF, Word and PowerPoint); - does the math with the spreadsheet's exact numbers, querying the cells in the file; - updates the spreadsheet and saves a new edition, keeping the previous one; - keeps records in the company's tables. Your AI works with the access the company gives each person. Every step is recorded: who asked, what was read and what changed. With the ERP, your AI works from its exports, as spreadsheets or CSV, and in the ERP's own pages, such as Bling. Who it's for: small and mid-sized Brazilian businesses that work with spreadsheets and ERP exports and want AI to do everyday work, such as financial analysis, stock replenishment and sales reports. It works in ChatGPT, Codex and Claude Code. Talk to us on WhatsApp: +55 16 99118-4410.

Who Is the Company Behind Siglata?

Since.dev

Since.dev is building self-repairing software for a world that never stops changing. Modern software depends on APIs, SDKs, packages, and AI models that evolve independently of your code. A service changes its behavior, an endpoint disappears, a model gets retired—and software that worked yesterday can fail without a single commit. We close the gap between what changed outside your code and what needs to change inside it. Since monitors external dependencies, assesses their impact on your repository, and prepares targeted repairs as draft pull requests. Your existing CI checks the changes, and your team decides what ships. For AI agents, Since delivers the same change evidence through API, MCP, and webhooks, helping them work from current information instead of outdated assumptions. Our mission is to make adapting to change a built-in capability of software, so keeping it working takes less human intervention. FEATURES Dependency Monitoring: Keeps an eye on the external APIs, SDKs, and AI models your app relies on. Change Detection: Spots when external services change or retire features before they break your App. Impact Analysis: Checks exactly how external updates will affect your specific codebase. Auto Repairs: Creates draft pull requests with the necessary code fixes already written for you. Verification: Uses your existing CI process to test the fixes before anyone merges them. Agent Integration: Provides real-time updates via API so your AI agents always have the latest info. Human Control: Ensures your team stays in charge by letting you review and approve every change.

Who Is the Company Behind Since.dev?

SIVO Hub - Smart IT Value Operations Hub

SIVO Hub is a support desk for small IT businesses and internal IT teams who have outgrown a shared mailbox. Tickets, the asset register, time recorded against work, and the invoices built from that time all live in one place. The pricing is the difference. Every other support desk charges per user. SIVO Hub charges only for the people answering tickets. Everyone who raises one is free and unlimited, permanently. A sixty person company with two IT staff pays for two. No passwords. Sign in by one time code, Microsoft or Google. Hosted in the EU. Seven day free trial, no card required.

Who Is the Company Behind SIVO Hub - Smart IT Value Operations Hub?

Tian Lin
TL
Researched and written by Tian Lin
Updated August 25, 2026