Best AI IT Agents Software - Page 8

How Many AI IT Agents Software Products Does G2 Track?

Total Products under this Category: 142

Category Stats (Sep 2026)

  • Average Rating: 4.62/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: CloudThinker (+0.19%) - Among all products in this category, CloudThinker recorded the largest rating increase compared to last month

Last updated: September 05, 2026

How Does G2 Rank AI IT Agents Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 8,300+ Authentic Reviews
  • 142+ 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 AI IT Agents Software

G2 Grid® for AI IT Agents Software plotting products by satisfaction and market presence

Highlighted products: ServiceNow AI Agents, Agentforce IT Service, Remote Monitoring and Management, Harmony, ServiceNow EmployeeWorks, Glean, Guru, and Console.

Underlying data: [Grid® JSON](https://www.g2.com/categories/ai-it-agents/grids.json?focus%5B%5D=servicenow-ai-agents&focus%5B%5D=agentforce-it-service&focus%5B%5D=remote-monitoring-and-management&focus%5B%5D=harmony-2026-09-15&focus%5B%5D=servicenow-employeeworks&focus%5B%5D=glean-technologies-glean&focus%5B%5D=guru&focus%5B%5D=console-com-console)

OttoCRM

OttoCRM is a powerful customer relationship management solution designed to simplify sales and customer communication. As a trusted **OttoCRM software company in India**, we offer one connected platform for managing leads, deals, follow-ups, quotations, and customer conversations. The software connects AI, WhatsApp, email, and calendars, allowing sales teams to handle their daily work without switching between different applications. Its AI Copilot lets users ask simple questions and quickly access useful information about leads, deals, activities, and team performance. OttoCRM keeps every inquiry organized with important details such as the lead owner, current status, priority, and next action. Its customizable sales pipeline gives teams a clear view of how each opportunity is progressing. Users can also create branded quotations, add suitable pricing, send proposals, and track their status directly from the platform.

Who Is the Company Behind OttoCRM?

  • Seller: OttoCRM
  • Year Founded: 2016
  • HQ Location: Ahmedabad, IN
  • LinkedIn® Page: www.linkedin.com
    18 employees on LinkedIn®

Papercuts

Papercuts is an autonomous quality assurance platform designed for modern web applications. It enables developers to deploy AI agents that interact with production environments as real users would, identifying and reporting issues in real-time. By simply providing a URL, Papercuts' agents navigate through applications, ensuring seamless user experiences and promptly notifying teams when problems arise. Key Features and Functionality: - Deterministic Agents: These agents are precision-guided for critical user paths. Developers can define specific goals in plain English, such as "Add a $20 bag to cart and checkout," and the agent executes the task accordingly. - Exploratory Agents: Operating autonomously, these agents explore the application like curious users, clicking, scrolling, and uncovering hidden edge cases without predefined instructions. - No Code Changes Required: Papercuts operates without the need for SDKs or modifications to the codebase, interacting with the application exactly as a user would. - Semantic UI Understanding: The agents perceive the user interface semantically, adapting to layout changes without causing test failures. - Comprehensive Reporting: Upon detecting an issue, Papercuts provides detailed reports, including high-resolution screenshots, network request logs, and in-depth agent reasoning logs, delivered directly via email. Primary Value and Problem Solved: Papercuts addresses the complexities of full-stack rendering, where backend and frontend interactions can lead to unforeseen issues that only real users might encounter. By deploying AI agents that continuously test production environments, Papercuts ensures that applications function correctly in real-world scenarios. This proactive approach to quality assurance minimizes the risk of user-facing errors, enhances user satisfaction, and reduces the time and resources spent on manual testing and debugging.

Who Is the Company Behind Papercuts?

Pebble AI

PebbleAI is a secure AI consolidator platform that helps businesses adopt AI safely respecting data security and compliance, giving organisations visibility of AI use across their operations. Organisations have full visibility and control over all AI usage, can route AI queries to the most cost-effective and capable models, and deploy private Advisors, Assistants, and Agents tailored to their needs. For SMEs, PebbleAI drives revenue growth and cost savings; for enterprises, it ensures governance, data sovereignty, observability, and AI value realisation — all from one central, easy-to-manage hub.

Who Is the Company Behind Pebble AI?

  • Seller: Pebble
  • Year Founded: 2021
  • HQ Location: Seattle, US
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Pharaoh

Pharaoh is an autonomous IT operations platform designed to detect, investigate, and repair endpoint issues across internal and managed fleets. By integrating endpoint agents, durable access hardware, runbooks, and policy controls, Pharaoh enables routine repairs without compromising change authority from IT teams or service desks. This approach ensures that common endpoint failures are addressed proactively, reducing the burden on senior IT staff and minimizing service disruptions. Key Features and Functionality: - Self-Healing & Sentinel: Scheduled endpoint checks that identify and resolve routine issues, escalating more complex problems as needed. - Endpoint Readiness & Live View: Provides real-time diagnostics and context to verify machine status before initiating actions. - Session Workspace: Allows IT operators to issue plain instructions to AI agents on remote computers, supervising investigation and repair tasks with live context, approvals, reusable steps, and reviewable history. - IT Knowledge Base: Equips agents with governed IT documentation, standard operating procedures, and source-system context to inform their actions. - Playbooks: Enables the creation and adaptation of repeatable incident instructions within active sessions. - Remote KVM: Offers out-of-band live screen access when standard endpoint software tools are unavailable. Primary Value and Problem Solved: Pharaoh addresses the challenge of routine endpoint failures that often consume significant IT resources and lead to service disruptions. By automating the detection and repair of common issues within defined policy boundaries, Pharaoh reduces the need for manual intervention, allowing IT teams to focus on higher-value tasks. This proactive approach minimizes late-night alerts, constant troubleshooting, and interrupted project work, leading to more efficient and stable IT operations.

Who Is the Company Behind Pharaoh?

Pharos

Pharos AI is a native observability platform designed specifically for Salesforce environments, providing real-time visibility into system operations to ensure optimal performance and reliability. By leveraging time-tested observability principles, Pharos AI identifies, traces, monitors, and analyzes errors across the entire Salesforce stack, alerting users to the most critical issues. Key Features and Functionality: - Real-Time Monitoring: Continuously tracks Salesforce operations, offering immediate insights into system health. - Error Identification and Analysis: Detects and categorizes errors, providing detailed diagnostics to facilitate rapid resolution. - Alerting System: Notifies users of significant issues, enabling proactive management and minimizing downtime. - Integration Capabilities: Seamlessly integrates with tools like Slack, allowing for efficient collaboration and swift response to system alerts. - User-Friendly Dashboards: Offers intuitive interfaces that display system performance metrics and error logs for easy navigation and understanding. Primary Value and Problem Solved: Pharos AI addresses the challenge of maintaining visibility and control over complex Salesforce environments. By providing comprehensive monitoring and error management, it empowers organizations to detect and resolve issues promptly, ensuring uninterrupted business operations. This proactive approach enhances system reliability, reduces downtime, and improves user satisfaction, ultimately protecting and maximizing the return on investment in Salesforce.

Who Is the Company Behind Pharos?

  • Seller: Pharos
  • Year Founded: 2021
  • HQ Location: San Francisco , US
  • LinkedIn® Page: www.linkedin.com
    15 employees on LinkedIn®

Priam Cyber AI

Priam Cyber AI offers the AVA Platform, an AI-driven Virtual Analyst designed to enhance Security Operations Centers (SOCs) by automating alert triage and streamlining incident response. By integrating with existing security tools and leveraging data mining and machine learning, AVA reduces cognitive load on analysts, minimizes human error, and improves overall operational efficiency. Key Features and Functionality: - AI-Driven Automation: AVA automates alert management and incident response, enabling SOCs to handle high volumes of alerts effectively. - Real-Time Training: Provides continuous, on-the-job training for security analysts, ensuring they stay updated with the latest threat intelligence. - Six Sigma Methodologies: Applies Six Sigma principles to optimize SOC processes, enhancing efficiency and reducing variability. - Behavioral Science Integration: Utilizes behavioral science to reduce cognitive biases and human errors in security operations. - Scalability and Flexibility: Offers dynamic scalability suitable for organizations of various sizes and supports deployment in both cloud and on-premise environments. - Privacy-Based Knowledge Sharing: Leverages a privacy-focused knowledge database for sharing playbooks and best practices among security teams. Primary Value and Problem Solved: Priam Cyber AI addresses the challenges faced by SOCs, including alert fatigue, human error, and the complexity of managing numerous security tools. By automating routine tasks and providing actionable insights, AVA enhances the efficiency and scalability of security operations, allowing organizations to respond to threats more effectively and maintain robust cybersecurity defenses.

Who Is the Company Behind Priam Cyber AI?

Promethium

Promethium delivers self-service data at AI scale through its revolutionary Instant Data Fabric™ — the first agentic platform purpose-built for modern enterprises. Unlike traditional data architectures that require complex ETL pipelines and data movement, Promethium provides real-time, zero-copy access to distributed data across cloud, on-premises, and SaaS platforms. The platform's 360° Context Engine aggregates technical and business metadata to ensure accurate, contextual responses, while Mantra™, our Data Answer Agent, enables teams to build and share reusable data products instantly. Promethium empowers data teams to respond 10x faster to business questions while maintaining enterprise-grade governance and security.

Average Rating: 4.2/5.0

Total Reviews: 13

Who Is the Company Behind Promethium?

  • Seller: Promethium
  • Year Founded: 2018
  • HQ Location: Menlo Park, US
  • Twitter: @PromethiumI
    366 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    34 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 46% Medium, 31% Large

What Do G2 Reviewers Say About Promethium?

AI-generated summary from verified user reviews

Pros
  • Users value the centralized data management capabilities of Promethium, enhancing collaboration and decision-making through analytics.
  • Users praise the centralized analytics of Promethium, enhancing teamwork and improving decision-making effortlessly.
  • Users value the centralized collaboration capabilities of Promethium, enhancing teamwork and data-driven decision-making.
  • Users appreciate the centralized data management of Promethium, enhancing teamwork and simplifying analytics with AI.
  • Users highlight the interactive visualizations of Promethium, enhancing their ability to understand and leverage data effectively.
Cons
  • Users find the complexity of insights challenging, making it hard for non-experts to interpret effectively.
  • Users find complex insights challenging to interpret, making it hard for non-experts to utilize the product effectively.
  • Users find that difficult learning hampers their ability to interpret complex insights effectively.
  • Users find the lack of features in Promethium frustrating compared to more established analytics tools.
  • Users find the limited features of Promethium frustrating compared to other analytics tools available on the market.

What Are Recent G2 Reviews of Promethium?

Quaeris

QuaerisAI is an enterprise-grade Agentic Analytics platform where authenticated users ask business questions in plain English and AI agents surface trusted, governed answers — with full data lineage, explainability, and zero data leakage. The Problem QuaerisAI Solves Enterprise teams are drowning in data but starving for answers. Despite heavy investment in Power BI, Tableau, and Looker, BI adoption remains critically low outside the analytics team. Business users avoid dashboards because they require SQL knowledge, analyst support, and hours of navigation — none of which frontline decision-makers have time for. Meanwhile, open AI tools like ChatGPT create unacceptable risk for regulated industries. Data leakage, hallucination, and zero audit trails make them impossible to deploy in finance, insurance, legal, and healthcare environments. The result is a governance gap: the pressure to adopt AI-powered analytics is growing, but the tools available are either too complex for business users or too risky for enterprise IT. QuaerisAI was built to close that gap. What QuaerisAI Does QuaerisAI is a Secure, Governed Analytics platform powered by Trusted AI Agents. It lets any authenticated business user — regardless of technical skill — ask questions in plain English and receive accurate, explainable, audit-ready answers in seconds. Unlike traditional BI tools that require dashboards, training, and analyst queues, QuaerisAI operates as a natural language interface across your entire enterprise data estate — structured databases, cloud warehouses, CRM platforms, and unstructured document repositories — in one unified query layer. Unlike open AI tools, QuaerisAI is fully containerized, Kubernetes-native, and deployed within your enterprise security perimeter. No data is sent to third-party AI models without governance controls. Every answer carries a full audit trail. Think of it as secure GPT — not the open and intrusive ChatGPT. The Platform — Three Engines The Context Engine understands your business. It translates plain English questions into precise, governed SQL through natural language query (NLQ), connects to your existing data stack without ripping and replacing, and automatically learns your business definitions and data relationships as you interact — no months of semantic modeling required. The Answer Engine surfaces trusted answers. It searches across structured and unstructured data simultaneously, enables real-time sharing of insights across teams, and accelerates time-to-insight from days to seconds. Every answer includes a direct result, a chart or table where relevant, an explanation summary, mapped columns, source references, and a 'Why this answer' explainability layer that no competitor matches natively. The Decision Engine turns insight into action. Users pin key findings to governed pinboards, embed analytics directly into SaaS products via API, and share governed data stories with stakeholders — creating a compounding institutional knowledge layer rather than ephemeral data conversations. AI Agents That Work For You Contract and Document Intelligence agents automatically extract structured data from hundreds of contracts, SOWs, NDAs, and MSAs — replacing $50K+ CLM platforms at a fraction of the cost. Results are validated, queryable, and audit-ready. Sales Performance Monitoring agents continuously watch CRM data and surface proactive alerts when a deal slips, a rep goes cold, or forecast diverges from target — without anyone running a report. Sales leaders stop discovering problems a week too late. Financial Reporting and FP&A agents run monthly data extraction workflows across multiple business units, route outputs for human validation, and auto-refresh dashboards — turning fragmented financials into a governed, queryable dataset with a full audit trail. Retail Audit and Compliance agents detect non-compliance against uploaded policy documents, flag anomalies in transaction data, and surface traceable audit evidence — compressing audit cycles from days to seconds. Key Differentiators Natural language to SQL with no training required — any user types a question and receives a governed answer instantly. Follow-up questioning — a capability no competitor supports end-to-end. Users drill deeper conversationally without losing context. Unified structured and unstructured search — one query layer spans SQL, Snowflake, Redshift, BigQuery, Salesforce, PDFs, and contracts simultaneously. Bring Your Own Model (BYOM) — connect OpenAI, Anthropic, Google, or Meta and switch as the AI landscape evolves. Enterprise-grade security by design — containerized Kubernetes deployment, RBAC, audit-ready query logs, and on-premises options. Proactive AI agents — monitor data continuously and surface anomalies and risks before they become crises. Why QuaerisAI Wins vs Power BI / Tableau: no SQL, no training, no analyst dependency — plus proactive agents that surface insights without waiting for a query. vs CLM tools (Ironclad, Icertis): replaces $50K+ point solutions at a fraction of the cost, unified with all enterprise data. vs ChatGPT / Gemini: fully containerized, governed, audit-ready, and connected to internal data — without hallucination risk or compliance exposure. vs Custom SaaS builds: live in days via API, GPT-like UX, Kubernetes-native scale without fixed per-seat pricing.

Who Is the Company Behind Quaeris?

  • Seller: Quaeris
  • Year Founded: 2020
  • HQ Location: Charlotte, US
  • LinkedIn® Page: www.linkedin.com
    26 employees on LinkedIn®

Quickfix AI

Quickfix AI is an AI-powered system diagnostics tool designed to provide instant insights into your Mac's performance, system health, and potential issues. With a simple three-step process—download, scan, and receive insights—you can diagnose your system in under a minute. The tool offers comprehensive diagnostics, including CPU usage, memory pressure, temperatures, disk health, battery status, security protection, and network connection status. Additionally, Quickfix AI features an integrated AI assistant that explains your system's diagnostics in plain English and provides specific recommendations, eliminating the need for technical knowledge. This makes it an invaluable resource for troubleshooters, tech enthusiasts, and IT support teams seeking to understand and resolve system issues efficiently. Key Features and Functionality: - Comprehensive Diagnostics: Assesses CPU usage, memory pressure, temperatures, disk health, battery status, security protection, and network connection status. - AI Assistant: Provides clear explanations of diagnostic results and offers specific recommendations in plain English. - User-Friendly Process: Enables users to download, scan, and receive insights in under a minute. - Sharing Capability: Allows users to share diagnostic reports with others, facilitating remote assistance. Primary Value and Problem Solved: Quickfix AI simplifies the process of diagnosing and understanding system issues on Mac computers. By providing instant, comprehensive diagnostics and clear explanations through its AI assistant, it empowers users—regardless of their technical expertise—to identify and address performance and health concerns efficiently. This reduces downtime, enhances system performance, and streamlines the troubleshooting process for individuals and IT support teams alike.

Who Is the Company Behind Quickfix AI?

Quork AI

Quork AI is an advanced AI-driven platform designed to assist Site Reliability Engineers (SREs) in diagnosing and resolving production issues more efficiently. By integrating seamlessly with your system architecture, Quork AI acts as a tireless SRE copilot, available 24/7 to provide targeted solutions specific to your environment. Key Features and Functionality: - System Analysis and Diagnosis: Quork AI analyzes your system's architecture and configuration to identify root causes without the need for manual investigation. - Agentic Workflow Automation: Utilize the Workflow Builder to create agentic workflows powered by large language models (LLMs), automating routine maintenance and troubleshooting tasks. - Third-Party Integration: Connect seamlessly with various third-party tools and applications to enhance functionality and streamline operations. Primary Value and Problem Solved: Quork AI significantly reduces the mean time to resolution (MTTR) by providing rapid, accurate diagnostics and solutions, thereby eliminating the need for extensive team involvement during production issues. This allows engineering teams to focus more on development and value-driven tasks, enhancing overall productivity and system reliability.

Who Is the Company Behind Quork AI?

Rallied AI

AI technician for MSPs

Who Is the Company Behind Rallied AI?

RexEMR

RexEMR is an advanced, cloud-based Electronic Medical Record (EMR) system designed to transform healthcare management by integrating artificial intelligence (AI) to streamline administrative tasks and enhance patient care. By automating routine processes, RexEMR allows healthcare providers to focus more on patient interactions, thereby improving overall healthcare delivery. Key Features and Functionality: - AI-Powered Auto-Triage: Automatically identifies and tags faxes, registers patients, and adds records to patient charts, reducing administrative workload by over 10 hours per week. - RexScribe Dictation Engine: Integrated with patient charts and fax systems, this feature enables efficient medical dictation, eliminating the need for external transcription services. - Automated Communication: Generates patient notifications, reminders, and physician letters automatically, minimizing paperwork and phone calls. - Workflow Management: Optimizes medical practice operations with tools for appointment scheduling, patient tracking, and efficient task management. - Patient Charting and Health Record Management: Facilitates quick and efficient patient charting and securely manages comprehensive health records, including medical histories, diagnostics, and treatment plans. - ePrescribing and Electronic Lab Requisition: Allows electronic prescription orders directly to pharmacies and efficient management of lab orders, integrating results into the patient care continuum. - Integrated and Automated Fax: Streamlines referral and communication processes with a secure and integrated fax system. - Health Card Verification with OHIP: Verifies health cards through the Ontario Health Insurance Plan (OHIP) for accurate and quick validation of patient insurance information. - Referral Management: Simplifies and expedites the process of referring patients to other physicians across Ontario, enhancing collaboration and patient care continuity. Primary Value and Solutions Provided: RexEMR addresses the challenges of administrative overload in healthcare settings by automating routine tasks, thereby reducing errors and improving efficiency. Its AI-driven features, such as auto-triage and automated communication, significantly decrease the time healthcare providers spend on administrative duties, allowing them to dedicate more time to patient care. The system's comprehensive suite of tools ensures seamless management of patient records, appointments, and billing, leading to enhanced operational efficiency and improved patient outcomes. By integrating advanced technologies into a user-friendly platform, RexEMR empowers healthcare providers to deliver higher-quality care while optimizing their practice operations.

Who Is the Company Behind RexEMR?

  • Seller: RexEMR
  • Year Founded: 2018
  • HQ Location: Windsor, CA
  • LinkedIn® Page: ca.linkedin.com
    7 employees on LinkedIn®

RubixKube

RubixKube is an AI-driven Site Reliability Intelligence (SRI) platform designed to enhance infrastructure reliability by proactively predicting, preventing, and autonomously resolving system failures before they impact users. By continuously observing and learning from your infrastructure, RubixKube builds a persistent model of system behavior, enabling it to detect anomalies, diagnose root causes, and implement corrective actions without human intervention. Key Features and Functionality: - Continuous Infrastructure Monitoring: RubixKube maps your entire infrastructure, including Kubernetes environments and cloud services, integrating seamlessly with existing tools like Prometheus, Loki, and Grafana to provide comprehensive visibility. - AI Agent Mesh Reasoning: Utilizing a network of specialized AI agents, the platform analyzes live data and historical patterns to propose safe, auditable remediation actions, effectively reducing mean time to resolution (MTTR). - Autonomous Remediation: RubixKube executes fixes behind safety guardrails, applying controlled changes with built-in rollback capabilities, thereby minimizing manual intervention and operational overhead. - Evolving Intelligence: The platform's Memory Engine learns from every incident, updating root cause analyses and refining playbooks to improve pattern recognition and prevent future issues. Primary Value and Problem Solved: RubixKube addresses the limitations of traditional Site Reliability Engineering by shifting from a reactive to a proactive model. It reduces alert fatigue, manual toil, and knowledge loss by autonomously managing the complete lifecycle of infrastructure reliability. This approach not only enhances system uptime and performance but also allows engineering teams to focus on innovation rather than firefighting, ultimately leading to more resilient and efficient operations.

Who Is the Company Behind RubixKube?

  • Seller: RubixKube
  • Year Founded: 2022
  • HQ Location: N/A
  • LinkedIn® Page: linkedin.com
    3 employees on LinkedIn®

Sazabi

Who Is the Company Behind Sazabi?

  • Seller: Sazabi
  • Year Founded: 2025
  • HQ Location: N/A
  • LinkedIn® Page: www.linkedin.com
    11 employees on LinkedIn®
Bijou Barry
BB
Researched and written by Bijou Barry
Updated April 9, 2026