Best AIOps Tools and Platforms - Page 14

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)

LEXXIT

LEXXIT is an AI-powered test automation platform built to make quality engineering intelligent and effortless. It features self-healing automation that adapts instantly to UI changes, eliminating constant script maintenance, along with natural language test case generation that turns requirements into ready-to-run coverage in minutes. AI-assisted regression selection prioritizes high-risk tests before every release, while intelligent defect prediction catches issues before they reach production. Seamlessly integrating into CI/CD pipelines, LEXXIT delivers real-time visibility into test coverage and release readiness. True to its promise, "Test Smarter, Automate Faster," LEXXIIT helps teams ship reliable software, faster and with confidence.

Who Is the Company Behind LEXXIT?

LoadCairn

LoadCairn is a free, vendor-neutral toolkit of planning and sizing calculators for data centers and critical facilities. Every calculator shows its formula, inputs and assumptions, so engineers can check the math instead of trusting a black box. LoadCairn is built for critical facility engineers, facility managers, MEP consultants, data center project teams, technicians and students. It is a planning tool that complements SCADA, EPMS and BMS systems. It is not a monitoring system. The toolkit includes eight calculators: - UPS runtime: estimates runtime from load, battery-bank configuration, UPS efficiency and remaining capacity. - Cooling load: builds a cooling-load estimate from IT demand, lighting, occupancy and the building envelope. - Rack power: plans rack power density and checks PDU capacity against the intended load. - PUE: estimates power usage effectiveness and DCiE from facility and IT power. - Generator sizing: estimates standby generator kW and kVA from running load, power factor, margin and motor-start inputs. - Cooling airflow (CFM): estimates sensible airflow from heat load and temperature rise. - Dew point and humidity: calculates dew point, relative humidity and grains of moisture, and checks condensation margin against the ASHRAE recommended envelope. - kW / kVA / amps: converts between kW, kVA and amps for single- and three-phase circuits, with power factor. Each result traces back to published sources such as ASHRAE and NIST, so planning estimates hold up in design reviews and stay defensible. The calculators are mobile-friendly, and LoadCairn can be installed on a phone or laptop like an app and used offline, which helps in data halls and electrical rooms with poor connectivity. LoadCairn is free to use for individual calculations. Paid plans add project saving, PDF reports, CSV export and team workspace sharing.

Who Is the Company Behind LoadCairn?

Luminary AI

Luminary AI is an artificial intelligence company building technologies to fundamentally transform how humans and intelligent systems access, explore, understand, and interact with information and knowledge. Its work spans AI search, interactive exploration, knowledge systems, and research into advanced artificial intelligence, with a long-term vision of expanding the possibilities of intelligence. Reimagining How the World Interacts With Information Luminary's flagship platform is the Exploration and Understanding Engine, a universal AI environment designed to make information interactive, connected, and deeply explorable. Traditional search engines primarily help people find information, while AI chatbots generate answers. Luminary takes a different approach by making information itself interactive. Instead of treating an answer as the end of an interaction, Luminary turns it into a starting point for further exploration. Users can begin with virtually anything, from a simple question or complex topic to a document, image, current event, or research problem. Luminary brings together clear answers, real-time web information, interactive concepts, knowledge maps, visual explanations, relevant sources, deeper analysis, and connected ideas within one environment. Users can investigate concepts directly, highlight information to explore it in context, navigate relationships between ideas, and follow their curiosity in any direction. Rather than navigating disconnected pages, tools, and conversations, Luminary brings exploration and understanding into a more connected, intuitive experience. The platform supports a wide range of applications, including AI search, research, knowledge discovery, document exploration, analysis, decision-making, and everyday curiosity. No single industry or use case defines Luminary. Its ambition is to become a universal environment for exploring, understanding, interacting with, and creating from information. Beyond Search: Researching the Future of AI Luminary's ambitions extend beyond its consumer platform. The company is pursuing research and development into advanced AI technologies, including systems designed to retain meaningful context, build on accumulated knowledge, adapt through experience, and support increasingly sophisticated forms of intelligence. This research reflects Luminary's interest in addressing fundamental limitations of existing AI systems and exploring new approaches to how artificial intelligence can learn, reason, develop, and interact with the world. Alongside its consumer products, Luminary envisions developing technologies that could support a broader ecosystem of intelligent applications, systems, and services. Our Vision Luminary's vision is to fundamentally advance how information, knowledge, and intelligence are accessed, explored, understood, and utilized, while contributing to the development of increasingly capable artificial intelligence. Founded by entrepreneur Aditya Kaul, Luminary AI aims to expand what humans and intelligent systems can discover, understand, create, and achieve, opening new possibilities for research, innovation, and progress across industries and disciplines.

Who Is the Company Behind Luminary AI?

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M365CLARITY

M365Clarity is an administrative visibility and feature adoption platform designed to help IT leaders, SysAdmins, and Managed Service Providers (MSPs) maximize the value of their Microsoft 365 investment. ​By delivering estate-wide analytics, license utilization tracking, and automated configuration reporting, M365Clarity gives organizations complete operational clarity into how Microsoft 365 services, apps, and licenses are being adopted across their tenants. ​Key Capabilities: ​Estate-Wide Visibility: Gain single-pane clarity across your Microsoft 365 tenants, workloads, and user configurations. ​Feature & Service Adoption: Track active usage metrics across M365 apps to identify adoption gaps, underutilized features, and training opportunities. ​License & Cost Optimization: Uncover inactive accounts, redundant license assignments, and wasted spend across the tenant. ​Automated Estate Reporting: Generate executive dashboards and operational reports to demonstrate ROI and guide M365 rollout strategies.

Who Is the Company Behind M365CLARITY?

Mailsec

Mailsec protects your organization against email-based attacks with AI-powered monitoring, automated responses, and deep threat intelligence. It keeps you compliant, secure, and protected against evolving email threats, while preventing spoofing attacks, strengthening reputation, and improving email deliverability. Email security, authentication, and deliverability: DMARC, SPF, DKIM, MTA-STS, TLS-RPT, BIMI, S/MIME, DNS security, and much more.

Who Is the Company Behind Mailsec?

  • Seller: mailsec
  • Year Founded: 2023
  • HQ Location: Montreal, CA
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Materia

Materia is the AI platform for hotel operations teams and owners. Understand your whole portfolio and act on it from one place.

Who Is the Company Behind Materia?

Medical Core

Medical Core (https://medicalcore.in) is an enterprise-grade, cloud-native hospital management platform (HMS / EHR / HIS) designed to replace legacy on-premise client-server systems with an agile, high-speed operating system for modern healthcare providers. Whether operating a fast-paced outpatient clinic or managing a 500-bed multi-specialty hospital network, Medical Core connects every clinical, administrative, and financial touchpoint into a single pane of glass. Key Capabilities: • Native Ayu AI Clinical Intelligence: Powered by Google Gemini, Ayu AI acts as an ambient medical scribe, converting clinician dictations into structured clinical records, cross-referencing drug-drug interactions, and offering evidence-based differential diagnosis suggestions—reducing documentation overhead by up to 40%. • Complete 8-Stage Patient Pipeline: Unifies the complete care journey: Smart Intake & Triage → Outpatient Consultations → Diagnostic Laboratories → Operation Theater (OT) Management → Post-Anesthesia Recovery (PACU with automated Aldrete scoring) → Inpatient Wards & ICU → Pharmacy Dispensing → Automated Billing & Discharge. • Clinical Flow Designer & Digital Consents: Enforces patient safety with visual clinical stage gating and a paperless HTML5 canvas digital touch-signature system with SHA-256 cryptographic verification stamps. • Diagnostics & Pharmacy Automation: Direct two-way bidirectional analyzer interfacing for laboratory equipment, barcoded sample tracking, and FIFO batch inventory management with automated expiry alerts. • Revenue Cycle Management (RCM): Unified invoicing aggregating OPD fees, bed charges, surgical tariffs, pharmacy orders, and lab investigations into a single invoice with automated insurance/TPA pre-authorization workflows. • Sovereign Multi-Tenant Security: Built on PostgreSQL Row-Level Security (RLS) ensuring total tenant data isolation, AES-256 encryption at rest, TLS 1.3 in transit, and complete alignment with ABDM (M1, M2, M3), ABHA IDs, DISHA, and international HIPAA standards. With 100% transparent tiered pricing and an instant interactive sandbox evaluation environment, Medical Core enables hospitals to go live in under 48 hours with zero upfront hardware CAPEX.

Who Is the Company Behind Medical Core?

Merlean AI

Merlean is an AI execution layer for web applications that lets users get work done using natural language. Instead of navigating menus, forms, and multi-step workflows, users simply describe the outcome they want. Merlean understands the application’s APIs, permissions, workflows, and business actions, then executes the required steps directly inside the software. For example, a user can ask Merlean to create a policy, update contracts, generate and send an invoice, create records, or complete other multi-step workflows. Unlike browser agents and traditional RPA, Merlean does not automate clicks or depend on the application’s UI. It operates through the application itself, making automation more reliable and easier to maintain. Merlean can be accessed through embedded chat, AI agents, or custom connectors and works with existing web applications without rebuilding their user interface.

Who Is the Company Behind Merlean AI?

Mesa Agentic Email Security

Mesa Security is an agentic email security platform that helps IT and security teams investigate and respond to phishing, business email compromise (BEC), impersonation, and account compromise. Mesa’s specialist AI agents analyze email content, links, attachments, and sender signals alongside threat intelligence and organizational context. They gather evidence, explain findings, and carry investigations through multiple steps to help teams make informed response decisions. The platform brings together email threat detection, investigation, threat hunting, and response. It also supports phishing-domain takedown workflows, helping teams investigate malicious infrastructure and prepare abuse reports for approval. Designed for businesses and managed service providers, Mesa integrates with Microsoft 365 to reduce manual investigation work and extend security teams’ capabilities. Teams retain control through configurable response policies and approval workflows.

Who Is the Company Behind Mesa Agentic Email Security?

Multi-Techno Integrated Solution

Multi-Techno is a customizable enterprise ERP solution designed to help businesses manage their core operations through a centralized system. Built with Oracle APEX, it connects areas such as finance, sales, procurement, inventory, manufacturing, supply chain, HR, and other business processes within one integrated platform. The system can be configured and customized according to each organization’s workflows, reporting requirements, departments, and operational needs. Multi-Techno is suitable for growing and established businesses that need an ERP system capable of supporting complex operations while providing centralized data, real-time reporting, and better control over business processes.

Who Is the Company Behind Multi-Techno Integrated Solution?

mWarsztat

mWarsztat is cloud-based automotive workshop management software that combines scheduling, invoicing, inventory, and customer management in one platform. Accessible via tablets, smartphones, and computers, it eliminates the need for server installation or maintenance. The drag-and-drop scheduling tool simplifies job planning, while the invoicing system integrates with KSeF for one-click submissions. Inventory management tracks stock levels and sends alerts to prevent shortages. The CRM module stores detailed client and vehicle histories, offering quick access to service records. Integration with suppliers like Inter Cars, Auto Partner, Hart, and Motorro streamlines parts sourcing without locking users into a single vendor. The mobile app works offline, allowing vehicle intake, photo capture, and digital signatures, with automatic data sync upon reconnection. SSL/TLS encryption, daily backups, and European hosting ensure security and compliance, with users retaining data ownership.

Who Is the Company Behind mWarsztat?

nexo.UpTime

nexo.UpTime automatically monitors your domains and related technical services, including SSL/TLS certificates, domain expiry and DNS changes and – depending on the plan – availability, SLA metrics and cloud services (including SAP SuccessFactors or Smartrecruiters as an example ) . You are notified automatically about critical changes or before deadlines expire.

Who Is the Company Behind nexo.UpTime?

  • Seller: NEXOMITE
  • Year Founded: 2026
  • HQ Location: Berlin, DE
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

NoLog

Maximize system availability while saving time and money. NoLog is the missing piece in your observability stack: it pinpoints root cause and creates transparency around cascading issues, empowering your team to focus on what matters most. And no, it's not logging, metrics, or tracing. This is done via a new monitoring paradigm which makes monitoring your services easier, simpler, and cheaper. Blazing fast libraries reduce burden on existing systems and pinpoint root-cause in real-time, so the right person is alerted without playing telephone.

Who Is the Company Behind NoLog?

NuAura.Ai

NuAura.Ai is world’s first Deep Learning reliability intelligence platform that is powered by Agentic AI and leverages MCP techniques to bring Contextual Awareness and Autonomous Reliability to enterprise data across application, infrastructure, DevOps, SecOps and Business Process.

Who Is the Company Behind NuAura.Ai?

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