# Best AI IT Agents Software - Page 3

  *By [Bijou Barry](https://research.g2.com/insights/author/bijou-barry)*

   AI IT agents are autonomous AI agents that manage and optimize IT operations and support processes, deeply integrated with IT service management (ITSM) systems, knowledge bases, and workflows to autonomously resolve tickets, detect incidents, classify issues, and escalate complex problems to human IT staff while delivering specialized, high-quality IT support interactions.

### Core Capabilities of AI IT Agents

To qualify for inclusion in the AI IT Agents category, a product must:

- Integrate deeply with business systems such as ITSM platforms or knowledge bases to ensure data-driven, role-specific interactions
- Utilize NLP or speech recognition to understand conversational requests and provide accurate, context-aware responses
- Allow users to design the agent's trusted role, tone, and capabilities to suit specific IT workflows
- Offer data and reporting tools for agent interactions and performance such as dashboards or insights reports
- Enable seamless human-in-the-loop functionality for escalating complex conversations or unresolved incidents
- Support advanced automation for proactive task execution such as ticket resolution or issue detection
- Maintain security, compliance, and data privacy protocols for all interactions
- Support incident management processes autonomously while ensuring high-quality resolution of tickets and issues

### Common Use Cases for AI IT Agents

IT operations teams use AI IT agents to scale support capabilities and reduce downtime through autonomous, intelligent ticket and incident management. Common use cases include:

- Autonomously resolving common IT tickets such as password resets, access requests, and software provisioning
- Proactively detecting and classifying incidents before they escalate to critical failures
- Automating repetitive IT workflows including ticket categorization, routing, and status updates

### How AI IT Agents Differ from Other Tools

AI IT agents offer specialized, ITSM-embedded functionality that sets them apart from broader [bot platforms](https://www.g2.com/categories/bot-platforms) and standard [chatbot software](https://www.g2.com/categories/chatbots), which may offer basic conversational abilities without deep IT system integration or autonomous task execution. They also differ from general [AI agents for business operations](https://www.g2.com/categories/ai-agents-for-business-operations) by being tailored specifically for IT use cases with deep integrations into [ITSM platforms](https://www.g2.com/categories/it-service-management-itsm-tools) and [workflow management tools](https://www.g2.com/categories/workflow-management).

### Insights from G2 on AI IT Agents

Based on category trends on G2, autonomous ticket resolution and proactive issue detection stand out as the most impactful capabilities. These platforms deliver reductions in mean time to resolution and improved support team efficiency as primary outcomes of adoption.





## Category Overview

**Total Products under this Category:** 80


## Trust & Credibility Stats

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 6,900+ Authentic Reviews
- 80+ 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.


## Best AI IT Agents Software At A Glance

- **Leader:** [ServiceNow AI Agents](https://www.g2.com/products/servicenow-ai-agents/reviews)
- **Highest Performer:** [Console](https://www.g2.com/products/console-com-console/reviews)
- **Easiest to Use:** [Atera](https://www.g2.com/products/atera/reviews)
- **Top Trending:** [Moveworks](https://www.g2.com/products/moveworks/reviews)
- **Best Free Software:** [Atera](https://www.g2.com/products/atera/reviews)


---

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---

## Top-Rated Products (Ranked by G2 Score)
### 1. [Hiver](https://www.g2.com/products/hiver/reviews)
  Hiver is a modern AI customer service platform built for fast-moving teams to deliver stellar service across channels like email, chat, voice, and more - all from a single intuitive interface. It’s a refreshing alternative to legacy helpdesks: simple to adopt, yet powerful enough for the most complex needs. At Hiver’s core is a powerful AI engine - intelligent agents that automate the busy work across the entire support lifecycle. Key features include omnichannel inbox, a searchable knowledge base, detailed analytics, workflow automations, and robust collaboration tools. AI is built into every stage of the support journey: AI Agents handle repetitive tasks like triage, AI Copilot assists agents with replies and context, and AI Insights surface trends that drive better decisions. Beyond its robust features, Hiver stands out for its 24/7 human-led support available on every plan, ensuring help is always at hand.


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 1,251


**Seller Details:**

- **Seller:** [Hiver](https://www.g2.com/sellers/hiver-bd5d22b3-3d5d-4b36-90d9-e569926f1908)
- **Company Website:** https://hiverhq.com
- **Year Founded:** 2011
- **HQ Location:** San Jose, CA
- **Twitter:** @hiverhq (5,637 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/1241281/ (284 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** CEO, Owner
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 66% Small-Business, 27% Mid-Market


#### Pros & Cons

**Pros:**

- Ease of Use (182 reviews)
- Team Collaboration (150 reviews)
- Email Management (131 reviews)
- Communication (105 reviews)
- Collaboration (82 reviews)

**Cons:**

- Email Issues (72 reviews)
- Missing Features (47 reviews)
- Limited Features (34 reviews)
- Slow Loading (32 reviews)
- Bug Issues (29 reviews)

### 2. [Incisio AI](https://www.g2.com/products/incisio-ai/reviews)
  Incisio AI is an AI-powered incident and support management platform designed to automate 99% of operational workflows for modern DevOps and support teams. By integrating seamlessly with tools like Slack, AWS CloudWatch, and Datadog, Incisio streamlines processes such as triage, escalation, resolution, and post-incident reviews, enabling teams to respond faster to incidents and deliver a superior support experience. Key Features and Functionality: - AI Agents: Automate the entire incident lifecycle, including triage, escalation, resolution, and postmortems, all within Slack. - Seamless Integrations: Connects with observability tools, knowledge bases, and Slack workspaces to centralize incident management. - Customizable Standard Operating Procedures (SOPs): Allows teams to tailor workflows to their specific needs, ensuring consistency and efficiency. - AI War Rooms: Facilitates intelligent collaboration during incidents, enabling faster decision-making and resolution. Primary Value and Problem Solved: Incisio AI addresses the challenges of manual workflows and fragmented systems in incident management by centralizing and automating the entire process. This reduces Mean Time to Resolution (MTTR), minimizes Service Level Agreement (SLA) breaches, and alleviates human burnout. By leveraging intelligent agents and seamless integrations, Incisio ensures that incidents are resolved more efficiently, escalations are handled intelligently, and support teams can focus on delivering high-quality service.




**Seller Details:**

- **Seller:** [Incisio AI](https://www.g2.com/sellers/incisio-ai)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)



### 3. [Infiworks](https://www.g2.com/products/infiworks/reviews)
  Helping businesses redesign their accounts payable and procurement lifecycles with AI agents that transform operations into connected, self-optimizing systems.




**Seller Details:**

- **Seller:** [Infiworks](https://www.g2.com/sellers/infiworks)
- **Year Founded:** 2025
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/infiworks/ (1 employees on LinkedIn®)



### 4. [Jester](https://www.g2.com/products/jester/reviews)
  Jester helps you follow and organize feeds, create AI text and audio digests (with sourcing), build custom feeds from non-RSS sources, and more. It is built to have most of the features you would expect from a modern RSS reader, but with an eye towards feed discoverability through popularity metrics and topic tagging




**Seller Details:**

- **Seller:** [Jester](https://www.g2.com/sellers/jester)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)



### 5. [Kestrel AI](https://www.g2.com/products/kestrel-ai/reviews)
  Kestrel AI is an AI-native cloud incident response platform designed to detect, investigate, and resolve cloud and Kubernetes incidents swiftly. By leveraging AI agents, Kestrel identifies root causes and provides exact, production-ready fixes, transforming incident resolution from hours to seconds. This platform ensures continuous monitoring and rapid remediation, enhancing the reliability and efficiency of cloud infrastructures. Key Features and Functionality: - Incident Response: Monitors cloud environments 24/7, detecting incidents, tracing root causes, and generating configuration fixes with options for auto-remediation or single-click approval. - AI Chat Copilot: Allows users to inquire about cloud issues in plain English, receiving instant answers accompanied by ready-to-apply configuration changes. - Risk Assessment: Deploys specialized AI agents to uncover cross-domain security risks and provides precise remediation steps before they escalate into incidents. - Cloud Infrastructure Map: Offers a unified, real-time visualization of the entire cloud infrastructure, including classified traffic overlays. - GitOps and Infrastructure as Code (IaC) Integration: Seamlessly integrates with existing CI/CD pipelines, ensuring every AI-generated fix becomes a pull request, maintaining team control. - Fast Setup: Provides a single Helm install command for Kubernetes and agentless cloud integration for other cloud services, facilitating quick deployment. Primary Value and Problem Solved: Kestrel AI addresses the complexity and time-consuming nature of cloud incident management by automating detection, analysis, and remediation processes. It reduces mean time to resolution (MTTR) by over 90%, resolving incidents in seconds and achieving remediation accuracy exceeding 98%. By delivering exact, production-ready fixes for intricate infrastructure and application incidents, Kestrel AI enhances operational efficiency, minimizes downtime, and ensures robust cloud performance.




**Seller Details:**

- **Seller:** [Kestrel AI](https://www.g2.com/sellers/kestrel-ai)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/kestrelhq (602 employees on LinkedIn®)



### 6. [Korey](https://www.g2.com/products/korey/reviews)
  Korey is an AI agent for product engineering workflows that helps teams keep work moving by handling the coordination that slows delivery down. It turns rough ideas into development-ready work by writing Stories, breaking down tasks, and structuring specs so engineers know what to build next. Korey generates clear, actionable output that follows your team’s standards. It adds acceptance criteria, suggests Sub-tasks, asks clarifying questions, and captures requirements as work evolves, reducing back-and-forth and keeping scope clear. Korey also coordinates work across tools and agents. By connecting directly to Shortcut, GitHub, and other systems your team already uses, Korey keeps context in sync and hands off structured work to coding agents when it’s ready for implementation. Teams don’t need to copy, paste, or restate context as work moves from planning into execution. To help teams stay aligned, Korey summarizes updates, stand-ups, and releases, and can answer questions about progress or blockers using up-to-date information from across your tools. Korey works across teams, languages, and time zones, keeping work clear and current whenever it’s needed. By handling coordination and handoff, Korey reduces project overhead so product engineering teams can spend less time managing work and more time building.


  **Average Rating:** 4.3/5.0
  **Total Reviews:** 14


**Seller Details:**

- **Seller:** [Shortcut](https://www.g2.com/sellers/shortcut)
- **Year Founded:** 2014
- **HQ Location:** New York
- **Twitter:** @shortcut (12,368 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/5288800/ (72 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Company Size:** 79% Small-Business, 21% Mid-Market


#### Pros & Cons

**Pros:**

- Ease of Use (9 reviews)
- Helpful (8 reviews)
- Time Saving (8 reviews)
- Time-saving (6 reviews)
- Efficiency (5 reviews)

**Cons:**

- App Functionality (4 reviews)
- Feature Issues (3 reviews)
- Beginner Difficulty (2 reviews)
- Chat Management (2 reviews)
- Integration Issues (2 reviews)

### 7. [Lexful](https://www.g2.com/products/lexful/reviews)
  Lexful is an AI-native platform built for managed service providers (MSPs) that combines enterprise-grade security, scalable architecture, and advanced intelligence to help MSPs operate with speed, confidence, and compliance in the AI era. Designed from the ground up with zero-trust security, API-first extensibility, and cloud-native infrastructure, Lexful enables MSPs to automate complex workflows, strengthen data governance, and unlock new levels of operational performance, all while maintaining strict compliance with SOC-2 and GDPR standards.




**Seller Details:**

- **Seller:** [Lexful](https://www.g2.com/sellers/lexful)
- **Year Founded:** 2025
- **HQ Location:** Vancouver, CA
- **LinkedIn® Page:** https://www.linkedin.com/company/lexful/ (12 employees on LinkedIn®)



### 8. [Locata](https://www.g2.com/products/locata/reviews)
  Locata is a comprehensive healthcare management platform designed to streamline operations for healthcare providers and enhance patient care. By integrating advanced technology with user-friendly interfaces, Locata offers a suite of tools that address the complexities of modern healthcare environments. Key Features and Functionality: - Patient Management: Efficiently handle patient records, appointments, and communications to ensure seamless interactions and continuity of care. - Scheduling System: Optimize staff and resource allocation with an intuitive scheduling system that reduces conflicts and maximizes efficiency. - Billing and Invoicing: Simplify financial processes with automated billing, invoicing, and payment tracking, ensuring accuracy and compliance. - Analytics and Reporting: Gain valuable insights through comprehensive analytics and customizable reports to inform decision-making and improve outcomes. - Compliance Management: Stay up-to-date with regulatory requirements and standards, reducing the risk of non-compliance and associated penalties. Primary Value and Solutions Provided: Locata addresses the challenges faced by healthcare providers in managing administrative tasks, patient engagement, and regulatory compliance. By automating routine processes and providing real-time data access, Locata enables healthcare professionals to focus more on patient care and less on administrative burdens. This leads to improved operational efficiency, enhanced patient satisfaction, and better overall healthcare outcomes.




**Seller Details:**

- **Seller:** [Locata](https://www.g2.com/sellers/locata)
- **HQ Location:** New York, US
- **LinkedIn® Page:** https://www.linkedin.com/company/locata-health (319 employees on LinkedIn®)



### 9. [LogicMonitor Edwin AI](https://www.g2.com/products/logicmonitor-edwin-ai/reviews)
  Edwin AI by LogicMonitor is an advanced AI agent designed to revolutionize IT operations by automating incident investigation, reducing alert noise, and accelerating resolution times. Built on Amazon Bedrock, Edwin AI integrates seamlessly into existing workflows, enabling IT teams to transition from reactive firefighting to proactive management without increasing headcount. Organizations have reported significant improvements, including up to 80% noise reduction, 30% fewer ITSM incidents, 60% faster mean time to resolution (MTTR), and a 20% boost in operational efficiency. Key Features and Functionality: - Agentic AIOps: Edwin AI is purpose-built for IT operations, offering contextual understanding of the ITOps environment to correlate events, identify root causes, and drive remediation. - Unified Data Context: It integrates observability telemetry, CMDB data, topology, and ITSM context into a comprehensive ITOps knowledge graph, facilitating explainable, data-driven decisions across hybrid environments through over 3,000 integrations. - Real-Time Alert Correlation: Edwin AI ingests cross-domain alerts, applies AI-powered correlation to eliminate noise and false positives, and links events to performance degradations and past incidents to identify likely causes swiftly. - Automated Triage and Escalation: Combining insights with incident context and resolver group logic, Edwin AI routes incidents to the appropriate teams and initiates remediation workflows automatically. Primary Value and Problem Solved: Edwin AI addresses the challenges of modern IT operations by significantly reducing alert fatigue and operational noise, enabling faster incident resolution, and enhancing overall productivity. By automating the correlation of alerts, identifying root causes, and recommending remediation steps, Edwin AI empowers IT teams to manage complex environments more effectively, ensuring system reliability and minimizing downtime.




**Seller Details:**

- **Seller:** [LogicMonitor](https://www.g2.com/sellers/logicmonitor)
- **Year Founded:** 2007
- **HQ Location:** Santa Barbara, CA
- **Twitter:** @logicmonitor (12,470 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/1165219/ (1,249 employees on LinkedIn®)



### 10. [Lucend](https://www.g2.com/products/lucend/reviews)
  Lucend is an AI-driven intelligence platform designed to optimize data center operations by transforming existing data into actionable insights. By analyzing millions of daily signals—such as temperature fluctuations, fan speeds, power draws, and humidity shifts—Lucend identifies hidden inefficiencies and provides clear recommendations to enhance performance without the need for new hardware or capital expenditures. Key Features and Functionality: - Transparent AI Analysis: Continuously monitors and interprets vast amounts of sensor data to detect patterns and anomalies that may indicate inefficiencies or potential issues. - Actionable Daily Briefings: Delivers concise, daily intelligence reports outlining current facility status, identified problems, recommended actions, and projected savings. - Predictive Maintenance: Utilizes anomaly detection to foresee hardware issues before they escalate, enabling proactive maintenance and extending equipment lifespan. - Seamless Integration: Connects with existing Building Management Systems (BMS), Data Center Infrastructure Management (DCIM), or Supervisory Control and Data Acquisition (SCADA) systems without requiring additional sensors or hardware. - Workflow Compatibility: Integrates with platforms like ServiceNow and other IT Service Management (ITSM) systems, auto-generates Method of Procedure (MOP) documents, and supports compliance frameworks to fit seamlessly into existing operational processes. Primary Value and Solutions Provided: Lucend empowers data center operators to achieve significant operational improvements by: - Reducing Energy Consumption: Achieves up to a 40% reduction in Power Usage Effectiveness (PUE), leading to substantial energy savings and cost reductions. - Enhancing Operational Efficiency: Decreases reactive interventions by approximately 25%, allowing teams to focus on strategic initiatives rather than constant firefighting. - Improving Equipment Reliability: Extends the remaining useful life of assets through predictive maintenance, preventing costly failures and unplanned downtime. - Accelerating Time to Value: Provides actionable recommendations within six weeks of implementation, with minimal training required, ensuring rapid realization of benefits. By illuminating hidden opportunities within existing data, Lucend enables data centers to operate more efficiently, sustainably, and confidently, all while keeping human operators in control of decision-making processes.




**Seller Details:**

- **Seller:** [Lucend](https://www.g2.com/sellers/lucend)
- **Year Founded:** 2023
- **HQ Location:** Amsterdam, NL
- **LinkedIn® Page:** https://www.linkedin.com/company/coolgradient (26 employees on LinkedIn®)



### 11. [Maisa](https://www.g2.com/products/maisa/reviews)
  Maisa Studio helps enterprise teams scale AI-powered automation with Digital Workers that are hallucination-resitant, reliable, auditable and aligned with how your business actually operates. Maisa turns unreliable pilots and rigid scripts into trustworthy automation, accelerating time-to-value, reducing manual work, and preserving organizational know-how.




**Seller Details:**

- **Seller:** [Maisa](https://www.g2.com/sellers/maisa)
- **Year Founded:** 2024
- **HQ Location:** San Francisco, US
- **LinkedIn® Page:** https://www.linkedin.com/company/101654696 (36 employees on LinkedIn®)



### 12. [Metoro](https://www.g2.com/products/metoro/reviews)
  Metoro is an AI SRE for Kubernetes based systems. It helps SREs, DevOps and Software Engineers handle production. Metoro autonomously monitors services and infrastructure to detect issues as they arise. Then it automatically root causes issues and fixes them by opening pull requests. It collects all telemetry required itself via eBPF - every container, service and host is instrumented at the kernel level at runtime - no code changes are needed. Users run one helm install to install Metoro into their clusters, then they're up and running. Set up is around 5 minutes. Metoro integrates at a deep level into your stack with these features: Deployment Verification - Metoro watches every change to your system - configuration, code changes, hardware changes and more. For each change it will identify risks and proactively check traces, metrics, logs, profiling information and events to verify that systems are operating effectively. Anomaly Detection - Metoro watches the state of all services - latencies, response codes, request rates, utilization and more. When something deviates, Metoro proactively investigates to verify that no degradation has occurred. If Metoro finds something, it pings your engineers with the problem, the root cause and the suggested remediations. Issue Categorization - As issues are discovered, Metoro checks previous issues to see if they are related. Metoro keeps these issues up to date so you can see when an issue last happened and what the severity is so you can prioritize effectively. Alert Investigation - Allocate alerts to Metoro to investigate. When the alert fires Metoro will follow any runbooks you provide or autonomously investigate to find the root cause. By the time your engineers get to their laptop, Metoro has often already root caused the problem. Assisted Debugging - If engineers are investigating an issue manually, they can delegate tasks to Metoro complete to speed up remediation. e.g. "Find the last rollout of the cart service, did metrics change"? Metoro is available as a SaaS, Bring Your Own Cloud (Metoro managed in your cloud), or fully on-prem.


  **Average Rating:** 5.0/5.0
  **Total Reviews:** 1


**Seller Details:**

- **Seller:** [Metoro](https://www.g2.com/sellers/metoro)
- **HQ Location:** San Fransisco, US
- **LinkedIn® Page:** https://www.linkedin.com/company/98393849 (3 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Company Size:** 100% Small-Business


### 13. [Neo Agent](https://www.g2.com/products/neo-agent-neo-agent/reviews)
  Neo Agent is an AI-powered automation platform designed to help businesses build, deploy, and manage intelligent agents across their operations. The platform enables organisations to automate complex workflows, streamline customer interactions, and improve operational efficiency using advanced AI capabilities. Built for business teams, Neo Agent allows companies to integrate AI agents into existing systems, reduce manual processes, and scale automation without requiring extensive technical resources. The platform supports enterprise-grade use cases across customer support, operations, and internal productivity workflows. Neo Agent is designed for organisations seeking to leverage AI-driven automation to enhance performance, reduce costs, and improve decision-making.




**Seller Details:**

- **Seller:** [Neo Agent](https://www.g2.com/sellers/neo-agent-1f42f460-f59e-455e-8f16-d6353951489a)
- **Year Founded:** 2023
- **HQ Location:** London, GB
- **LinkedIn® Page:** https://www.linkedin.com/company/neoagent/ (12 employees on LinkedIn®)



### 14. [Opslane](https://www.g2.com/products/opslane/reviews)
  Opslane is an open-source tool designed to enhance the on-call experience for engineering teams by reducing alert fatigue and streamlining incident response. By integrating logs, metrics, traces, code changes, and runbooks, Opslane provides a centralized platform that accelerates debugging and root cause analysis, enabling engineers to resolve issues more efficiently and focus on strategic tasks. Key Features and Functionality: - Faster Incident Investigation: Opslane consolidates various data sources, such as logs, metrics, and code changes, into a unified view, facilitating quicker identification and resolution of incidents. - Reduced Alert Fatigue: The tool intelligently filters and prioritizes alerts based on business impact, minimizing noise and ensuring that critical issues receive prompt attention. - Seamless Workflow Integration: Opslane integrates with existing workflows and platforms, including Slack, providing a conversational interface for querying and interpreting data without the need for specialized knowledge. - Open-Source Accessibility: As an open-source solution, Opslane offers flexibility and adaptability, allowing teams to customize and extend its functionalities to meet specific operational needs. Primary Value and Problem Solved: Opslane addresses the common challenges faced by on-call engineers, such as alert fatigue and the complexity of incident management. By centralizing relevant information and reducing unnecessary alerts, it enhances operational efficiency, reduces downtime, and improves team morale. This empowers engineering teams to focus on innovation and strategic initiatives rather than being overwhelmed by constant, often unactionable alerts.




**Seller Details:**

- **Seller:** [Opslane](https://www.g2.com/sellers/opslane)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)



### 15. [Papercuts](https://www.g2.com/products/papercuts/reviews)
  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.




**Seller Details:**

- **Seller:** [Papercuts](https://www.g2.com/sellers/papercuts)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)



### 16. [Pebble AI](https://www.g2.com/products/pebble-ai/reviews)
  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.




**Seller Details:**

- **Seller:** [Pebble](https://www.g2.com/sellers/pebble)
- **Year Founded:** 2021
- **HQ Location:** Seattle, US
- **LinkedIn® Page:** https://www.linkedin.com/company/pebble-health/ (5 employees on LinkedIn®)



### 17. [Priam Cyber AI](https://www.g2.com/products/priam-cyber-ai/reviews)
  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.




**Seller Details:**

- **Seller:** [Priam Cyber AI](https://www.g2.com/sellers/priam-cyber-ai)
- **HQ Location:** London, GB
- **LinkedIn® Page:** https://www.linkedin.com/company/priam-cyber (11 employees on LinkedIn®)



### 18. [Promethium](https://www.g2.com/products/promethium/reviews)
  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


**Seller Details:**

- **Seller:** [Promethium](https://www.g2.com/sellers/promethium)
- **Year Founded:** 2018
- **HQ Location:** Menlo Park, US
- **Twitter:** @PromethiumI (365 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/pm61data/ (38 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Company Size:** 46% Mid-Market, 31% Enterprise


#### Pros & Cons

**Pros:**

- Insights (4 reviews)
- Analytics (3 reviews)
- Collaboration (2 reviews)
- Data Management (2 reviews)
- Data Visualization (2 reviews)

**Cons:**

- Complexity (1 reviews)
- Complex Usage (1 reviews)
- Difficult Learning (1 reviews)
- Lacking Features (1 reviews)
- Limited Features (1 reviews)

### 19. [Rallied AI](https://www.g2.com/products/rallied-ai/reviews)
  AI technician for MSPs




**Seller Details:**

- **Seller:** [Rallied](https://www.g2.com/sellers/rallied)
- **HQ Location:** Denver, US
- **LinkedIn® Page:** https://www.linkedin.com/company/ralliedai/ (1 employees on LinkedIn®)



### 20. [RexEMR](https://www.g2.com/products/rexemr/reviews)
  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.




**Seller Details:**

- **Seller:** [RexEMR](https://www.g2.com/sellers/rexemr)
- **Year Founded:** 2018
- **HQ Location:** Windsor, CA
- **LinkedIn® Page:** https://ca.linkedin.com/company/rexemr (7 employees on LinkedIn®)



### 21. [Risotto](https://www.g2.com/products/risotto/reviews)
  Risotto is an AI-driven IT co-pilot designed to automate and enhance internal support operations directly within Slack. By integrating seamlessly into existing workflows, Risotto streamlines ticket management, access requests, and knowledge sharing, enabling organizations to provide efficient, 24/7 support to their employees. This centralized approach reduces response times, minimizes manual tasks, and improves overall employee satisfaction. Key Features and Functionality: - Unified Help Desk: Consolidates support operations across departments into a single, AI-powered channel within Slack, facilitating efficient request routing and collaboration. - Automated Ticket Management: Handles ticket creation, escalation, and tracking directly in Slack, ensuring faster resolutions and comprehensive audit trails. - Intelligent Access Management: Automates identity and access management (IAM) processes, including approvals and time-based access controls, enhancing security and compliance. - AI-Powered Knowledge Base: Leverages past tickets, company knowledge bases, and Slack history to provide instant answers to common employee inquiries, reducing the volume of repetitive questions. - 24/7 Support Automation: Delivers continuous support by automating tier 1 tasks, ensuring employees receive timely assistance regardless of time zones or working hours. Primary Value and Problem Solved: Risotto addresses the inefficiencies and delays inherent in traditional internal support systems by centralizing and automating support functions within Slack. This integration reduces the need for multiple tools, decreases manual intervention, and accelerates response times. By deflecting up to 60% of tier 1 tickets and improving SLA capacities, Risotto not only enhances operational efficiency but also elevates employee satisfaction through prompt and effective support.




**Seller Details:**

- **Seller:** [Risotto](https://www.g2.com/sellers/risotto)
- **HQ Location:** San Francisco, US
- **LinkedIn® Page:** https://www.linkedin.com/company/tryrisotto/ (7 employees on LinkedIn®)



### 22. [Risotto.](https://www.g2.com/products/risotto-risotto/reviews)
  Risotto is an AI-powered IT support platform that integrates directly into Slack, automating routine IT workflows and SaaS provisioning. By instantly resolving common IT tickets, granting secure software access, and providing seamless connections to existing knowledge repositories, Risotto significantly enhances productivity, accelerates response times, and reduces the manual workload on IT teams. Designed specifically for modern businesses leveraging Slack, Risotto integrates effortlessly with popular ticketing systems like Jira and Zendesk, identity providers including Okta and Google Workspace, and knowledge bases such as Confluence and Notion. Its intuitive conversational AI interface understands natural language, empowering employees with instant, self-serve solutions, while maintaining robust compliance and security through structured approval workflows. With Risotto, companies achieve streamlined operations, optimized software usage, and improved internal service quality, freeing IT teams to focus on strategic initiatives and growth-oriented tasks. Key Features: - Automated Ticket Resolution: Risotto natively understands and resolves routine queries, learning from your knowledge base and historic tickets to provide fast, accurate answers. - Access Management & Approval Workflows: It automates access requests, enhancing security through time-limited access and eliminating over-provisioning of resources. - Compliance and Software Reviews: Simplifies company-wide initiatives, orchestrating user access reviews for license management, saving costs and time. - ChatOps and Auditable Conversations: Tracks and escalates issues, ensuring all support exchanges are monitored and auditable, improving security and compliance. - 24/7 Support and Context-Sensitive Learning: Offers round-the-clock help desk services, continuously refining its responses to match evolving needs. Primary Value: Risotto addresses the inefficiencies in traditional IT support by automating routine tasks and integrating seamlessly with existing communication platforms like Slack. This reduces the manual workload on IT teams, accelerates response times, and enhances overall productivity. By providing instant, accurate responses and automating access management, Risotto ensures secure and efficient internal support, allowing organizations to focus on strategic initiatives and growth.




**Seller Details:**

- **Seller:** [Risotto](https://www.g2.com/sellers/risotto)
- **HQ Location:** San Francisco, US
- **LinkedIn® Page:** https://www.linkedin.com/company/tryrisotto/ (7 employees on LinkedIn®)



### 23. [SearchUnify AI Agents](https://www.g2.com/products/searchunify-ai-agents/reviews)
  SearchUnify's Agentic AI Suite has transformed our customer support operations with its synchronized network of purpose-built AI agents that autonomously collaborate to optimize every stage of support. Unlike single-function AI tools, this suite delivers coordinated intelligence across intake, resolution, escalation management, and quality assurance. Strengths: Multi-Agent Collaboration - The coordinated AI agent network (Support Agent, Agent Partner, Classification Agent, Knowledge Agent, Competency Agent, Escalation Manager, Quality Auditor) works seamlessly together, eliminating silos and ensuring consistent service quality. Measurable Business Impact - We've seen concrete results: 60% increase in case deflection, 45% reduction in customer escalations, 35% faster resolution times, and 40% higher CSAT scores. End-to-End Automation - The suite handles the complete support lifecycle: self-service discovery, intelligent routing and triage, automated resolution, escalation prevention, and performance auditing with human oversight. Data-Driven Intelligence - Powered by SearchUnify's proprietary knowledge retrieval technology, the agents deliver precise, context-aware responses leveraging our company's unique data and knowledge base. Easy Integration - Pre-built connectors to major platforms (Salesforce, Zendesk, Slack, SharePoint, etc.) and Model Context Protocols (MCPs) enable quick deployment without extensive customization. Security & Compliance - Comprehensive protection with SOC 2, HIPAA, GDPR, CCPA, and NIST compliance, plus PII encryption and granular role-based permissions. Continuous Optimization - Built-in audit trails, analytics dashboards, and human-in-the-loop feedback mechanisms help continuously refine performance. Industry Recognition - Named Champion in SoftwareReviews' 2026 Enterprise Search report, Major Player in IDC MarketScape 2025, and Leader in G2 Grid for 6 consecutive years. Areas for Growth: - Learning curve for optimizing multi-agent workflows - Requires investment in knowledge base quality for best results Recommendation: SearchUnify Agentic AI Suite is an exceptional solution for enterprises seeking to modernize customer support. The coordinated AI agent approach delivers superior results compared to traditional chatbots or single-function AI tools. Highly recommended for organizations prioritizing efficiency, quality, and customer satisfaction.


  **Average Rating:** 4.8/5.0
  **Total Reviews:** 4


**Seller Details:**

- **Seller:** [Grazitti Interactive](https://www.g2.com/sellers/grazitti-interactive)
- **Year Founded:** 2008
- **HQ Location:** Panchkula, IN
- **Twitter:** @Grazitti (3,582 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/282834/ (1,404 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Company Size:** 60% Mid-Market, 40% Enterprise


#### Pros & Cons

**Pros:**

- Customer Support (1 reviews)
- Customizability (1 reviews)
- Customization (1 reviews)
- Features (1 reviews)
- Helpful (1 reviews)

**Cons:**

- Inadequate Features (1 reviews)
- Learning Curve (1 reviews)
- Steep Learning Curve (1 reviews)

### 24. [Serval](https://www.g2.com/products/serval/reviews)
  AI Agents for IT. Automate help desk requests, just-in-time access, onboarding and offboarding with AI-powered workflows that build themselves.




**Seller Details:**

- **Seller:** [Serval](https://www.g2.com/sellers/serval)
- **HQ Location:** San Francisco, US
- **LinkedIn® Page:** https://www.linkedin.com/company/getserval/ (59 employees on LinkedIn®)



### 25. [Siit](https://www.g2.com/products/siit/reviews)
  Siit is the modern Service Desk for IT and internal operations teams. Our AI-powered platform streamlines ticketing, automates workflows, and enhances internal efficiency. Seamlessly integrating with existing tools, Siit eliminates complexity, accelerates resolution times, and transforms internal support into a strategic advantage.


  **Average Rating:** 5.0/5.0
  **Total Reviews:** 25


**Seller Details:**

- **Seller:** [Siit](https://www.g2.com/sellers/siit)
- **Year Founded:** 1976
- **HQ Location:** Paris, FR
- **Twitter:** @siitapp (33 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/siit-app (116 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Computer Software
  - **Company Size:** 64% Small-Business, 36% Mid-Market


#### Pros & Cons

**Pros:**

- Ease of Use (19 reviews)
- Integrations (13 reviews)
- Customer Support (10 reviews)
- Communication (9 reviews)
- Communication Efficiency (9 reviews)

**Cons:**

- Inadequate Reporting (2 reviews)
- Inadequate Reporting Features (2 reviews)
- Integration Issues (2 reviews)
- Connectivity Issues (1 reviews)
- Limited Customization (1 reviews)



## Parent Category

[ AI Agents](https://www.g2.com/categories/ai-agents)



## Related Categories

- [HR Service Delivery Software](https://www.g2.com/categories/hr-service-delivery)
- [AI Agents For Business Operations](https://www.g2.com/categories/ai-agents-for-business-operations)
- [AI Agents for HR Software](https://www.g2.com/categories/ai-agents-for-hr)