Best AI Agents - Page 231

How Many AI Agents Products Does G2 Track?

Total Products under this Category: 4,304

Category Stats (Sep 2026)

  • Average Rating: 4.61/5 (↑0.01 vs Aug 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Leya (+60.0%) - Among all products in this category, Leya recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank AI Agents Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 321,100+ Authentic Reviews
  • 4,304+ 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 Agents

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

Highlighted products: Salesforce Agentforce, Rippling, Insider One, Notion, Retell AI, Qualified, ClickUp, and Microsoft Copilot.

Underlying data: [Grid® JSON](https://www.g2.com/categories/ai-agents/grids.json?focus%5B%5D=salesforce-agentforce&focus%5B%5D=rippling&focus%5B%5D=insider-one&focus%5B%5D=notion&focus%5B%5D=retell-ai&focus%5B%5D=qualified&focus%5B%5D=clickup&focus%5B%5D=microsoft-copilot-2026-08-27)

Roster

Agents can act. They don't know who. Every agentic workflow eventually hits the same wall: who needs to approve this, get notified, or pick up the work next? Hard-coding an org chart into a prompt is brittle — it breaks the moment someone's on leave, a limit changes, or the org restructures. Roster fixes that with one primitive: resolve. Ask in plain language — "Who should approve the Helios renewal?" — over MCP, CLI, or REST, and Roster matches the right participant (a business role, not a named person) using labels, typed metadata, and approval limits, then expands to the current live human or agent through your directory and any active delegations. Someone out on leave? Roster returns their delegate automatically, with full provenance, and never rewrites your directory to do it. It ships as a single Docker container — no separate database, no extra infrastructure — exposing four surfaces from one runtime: an MCP server (the primary agent surface), REST API, CLI, and a web dashboard for admins and project owners. Connects to Microsoft Entra ID, Okta, Google Workspace, Workday, LDAP/Active Directory, or CSV. Bring your own LLM (OpenAI, Anthropic, or Mistral direct, or route through OpenRouter as a gateway) — Roster never marks up token costs. Every resolution is logged as an append-only audit event; every model call is observable by provider, tokens, and cost; PII is redactable field by field. Built by Advantys, the team behind WorkflowGen's routing and delegation engine — in production for 20+ years across 500+ organizations. Key capabilities - Natural-language resolve queries over MCP, CLI, or REST — get back the human or agent who should act, in real time - Participants model business responsibility (roles, approval limits, regions), not named people — routing survives org change - Delegations apply as runtime overlays for absences and handovers, with full provenance, without touching upstream directory data - Six directory connectors — Microsoft Entra ID, Okta, Google Workspace, Workday, LDAP/Active Directory, CSV — with cache-only, cron-scheduled sync - Three first-class identity types: team members, AI agents, and service accounts - Append-only audit log and per-run model observability (provider, tokens, cost) with field-level PII redaction - Draft → test → live → archived project lifecycle, so new routing logic can be tested without polluting production history - Single Docker container (advantys/roster), self-hosted on every tier, bring-your-own LLM - Five SSO options: Microsoft Entra ID, Okta, Google, generic OAuth, SAML

Who Is the Company Behind Roster?

  • Seller: Advantys
  • Year Founded: 1995
  • HQ Location: Montreal, CA
  • Twitter: @workflowGenApp
    382 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    9 employees on LinkedIn®

RTC League

RTC LEAGUE is a real-time communication and AI technology company building enterprise-grade solutions across voice, video, and conversational automation. We help organizations modernize how they communicate, operate, and scale by combining low-latency real-time communication infrastructure with agentic AI systems designed for production use. Our solutions are developed by a U.S. patent–backed team, reflecting deep expertise and original innovation in real-time communication and AI-driven architectures. We focus on solving the hard problems enterprises face, latency, orchestration, scalability, reliability, and governance, while delivering systems that perform consistently in real-world environments. RTC LEAGUE platforms power intelligent voice and video experiences that integrate seamlessly with CRMs, knowledge bases, SIP systems, and business workflows. From AI-driven call automation and multilingual voice agents to real-time media streaming and custom communication pipelines, we enable enterprises to move faster while maintaining full control over security, compliance, and performance. At our core, we are engineering-led. Our solutions are built to operate in high-volume, mission-critical environments, supporting industries such as telecom, BPOs, SaaS, fintech, healthcare, and large enterprises where uptime, accuracy, and customer experience are non-negotiable. Our flagship product, TelEcho, extends this vision by automating enterprise voice interactions through intelligent AI agents that understand context, execute workflows, and deliver consistent outcomes at scale. TelEcho bridges the gap between experimentation and production, helping organizations turn AI voice initiatives into reliable, measurable business outcomes. In addition to enterprise platforms, RTC LEAGUE has also developed HintMint, an AI-powered assistance tool designed to provide real-time contextual guidance on-screen. HintMint enables users to receive instant meeting notes, reminders, answers and insights for meetings, interviews, queries, and knowledge-based interactions in a seamless, distraction-free manner. We don’t just build communication tools, we engineer systems that think, respond, and act in real time, helping businesses transform customer engagement, operational efficiency, and digital experiences at scale.

Who Is the Company Behind RTC League?

  • Seller: RTC LEAGUE
  • Year Founded: 2022
  • HQ Location: Wilmington, US
  • Twitter: @RtcLeague
    2 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    31 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®

Rueez

Rueez is an AI-powered sales development platform that helps B2B teams automate prospecting, outreach, and lead qualification. Using AI SDRs, Rueez engages prospects across channels, qualifies leads in real time, and helps sales teams book more meetings with less manual effort.

Who Is the Company Behind Rueez?

Rukmer

Rukmer is the centralized intelligence and memory layer for enterprise AI agents. Companies have valuable knowledge scattered across Slack, Gmail, Outlook, Teams, Notion, documents, files, and local systems. Traditional AI tools can search this information, but they often lack the deeper context what happened, why decisions were made, and how the organization actually works. Rukmer connects to these existing tools, continuously organizes fragmented information, and turns it into a Company Brain / Executable Skills File. This gives AI agents persistent, contextual memory so they can understand organizational knowledge, make better decisions, and execute workflows across existing systems.

Who Is the Company Behind Rukmer?

  • Seller: Rukmer
  • Year Founded: 2025
  • HQ Location: New York City, US
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Rulai

Rulai's Conversational Computing Platform is the most advanced all-in-one Conversational AI platform in the market, designed to accelerate time-to-value. Companies can use Rulai to build sophisticated Virtual Assistants and Chatbots in record time with minimal coding or AI knowledge. Rulai's proprietary S.A.F.E. methodology ensures that Conversational AI projects can be managed on tight schedules and deliver on the KPIs. S.A.F.E. stands for Smart - Action Oriented - Fast Learner - Extensible. -> SMART - Rulai is the only company with a Level 3 Dialog Manager, capable of constructing a conversation in real-time based on context. This includes the ability to handle multiple intents and context switching, without coding. -> ACTION ORIENTED - Powerful bots need to do more than just FAQ. They need to automate entire workflows. Rulai's Javascript engine, prebuilt integrations, and connections with 3rd party RPA providers allows for fast integration with enterprise systems. -> FAST LEARNER - Bot builders can rely on Rulai's accelerators to ingest data, knowledge, and workflows and turn them into bots with a click of a button. Rulai bots can also learn from past transcripts, and of course, learn from experience by guiding bot builders to problem areas. Rulai's no-code design studio enables bot builders to quickly build and iterate on bot versions. -> EXTENSIBLE - Rulai's platform can support customer, employee, and agent facing use cases and can be deployed across voice, text, or messaging channels to provide a true omnichannel customer journey-based solution. Rulai's platform has been designed with the enterprise in mind. It is SOC2 Type 2 and PCI compliant and can run on any cloud, including Amazon, Google, Microsoft as well as in on-premise environments. Rulai was selected by Forbes as one of the most promising AI companies in the US.

Average Rating: 4.6/5.0

Total Reviews: 66

Who Is the Company Behind Rulai?

  • Seller: Rulai
  • Year Founded: 2016
  • HQ Location: Campbell, CA
  • Twitter: @Rulaiinc
    201 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 60% Small, 22% Large

What Do G2 Reviewers Say About Rulai?

AI-generated summary from verified user reviews

Pros
  • Users praise Rulai for its intuitive ease of use, requiring little to no coding for effective implementation.
  • Users find Rulai offers a smooth and easy setup, making chatbot creation and deployment effortless.
  • Users value the flexibility and complexity handling of Rulai, enhancing enterprise customer service through advanced AI integration.
  • Users value the ease of use and flexibility of Rulai, enabling significant business growth without extensive technical skills.
  • Users find Rulai's easy integrations impressive, appreciating its flexibility and helpful support during projects.
Cons
  • Users acknowledge growing pains in Rulai's AI capabilities, but believe improvements are on the horizon with expertise and partnerships.
  • Users experience connectivity issues with Rulai, but improvements are anticipated as the company evolves.
  • Users find the difficulties in extracting analytics from Rulai hinder their ability to customize data insights.
  • Users feel there is a lack of detail in Rulai's documentation, craving more completeness and examples.
  • Users feel the documentation is lacking in detail, with a need for more comprehensive examples and clarity.

What Are Recent G2 Reviews of Rulai?

What Are G2 Users Discussing About Rulai?

RunCrew

RunCrew is an AI-driven platform that empowers businesses to identify and engage with potential customers who are actively seeking their products or services. By deploying AI agents to monitor platforms like Reddit, LinkedIn, Hacker News, and more, RunCrew detects high-intent conversations and assists in crafting personalized responses, ensuring timely and relevant engagement. Key Features and Functionality: - AI-Powered Monitoring: Continuously scans various online platforms to identify discussions where users express a need for specific products or services. - Intent Analysis: Utilizes AI to assess the relevance and intent behind each conversation, prioritizing the most promising leads. - Personalized Response Drafting: Generates contextually appropriate responses tailored to each identified opportunity, maintaining the brand's voice. - Human-in-the-Loop Approval: Ensures all AI-generated responses are reviewed and approved by a human before being sent, maintaining quality and authenticity. - Integration Capabilities: Seamlessly connects with existing tools and platforms, including social media, email, CRMs, and more, to streamline workflows. - Continuous Learning: Agents learn from each interaction and correction, improving their performance and understanding of the business over time. Primary Value and User Solutions: RunCrew addresses the challenge of identifying and engaging with potential customers in the vast digital landscape. Traditional outreach methods often involve cold contacts with low conversion rates. RunCrew shifts this paradigm by focusing on individuals who have already expressed a need for specific solutions, thereby increasing the likelihood of successful engagement. By automating the detection and initial response drafting processes, businesses can efficiently manage their outreach efforts, ensuring timely and relevant interactions without the need for constant manual monitoring. This approach not only enhances lead generation but also fosters authentic connections with potential customers, ultimately driving growth and customer satisfaction.

Who Is the Company Behind RunCrew?

Runflow

Who Is the Company Behind Runflow?

  • Seller: Runflow
  • Year Founded: 2025
  • HQ Location: São Paulo, BR
  • LinkedIn® Page: www.linkedin.com
    15 employees on LinkedIn®

Runlo

Runlo is an AI-powered marketing platform designed specifically for B2B founders and small teams, enabling them to efficiently identify and engage with potential customers without the need for a full-scale marketing department. By automating key marketing workflows, Runlo helps businesses connect with the right buyers and grow their customer base effectively. Key Features and Functionality: - AI Marketing Agents: Runlo offers a suite of six specialized AI agents, each focusing on different aspects of marketing: - Warden: Acts as the AI CMO, coordinating the efforts of all agents and maintaining a consistent marketing strategy. - Eva: Identifies and scores LinkedIn prospects based on intent signals and Ideal Customer Profile (ICP) alignment. - Leo: Monitors Reddit to find relevant discussions where potential customers are seeking solutions. - Mr. Wise: Develops and drafts SEO and AI-optimized blog content, integrating with Google Search Console to enhance search rankings. - Riley and Coach: Transform product updates into high-quality content suitable for LinkedIn, Reddit, and other social channels. - Unified Briefing System: By analyzing the user's website, Runlo creates a comprehensive brief that informs all agents, ensuring a consistent and targeted marketing approach. - Prospect Discovery and Outreach: The platform automates the identification of potential leads and drafts personalized outreach messages, which users can review and approve before sending. - Content Creation and Distribution: Runlo assists in generating and distributing content across various channels, aligning with the company's voice and marketing objectives. Primary Value and Problem Solved: Runlo addresses the challenge many B2B founders and small teams face: effectively marketing their products without the resources to hire a dedicated marketing team or agency. By automating and integrating essential marketing tasks—such as lead generation, content creation, and SEO optimization—Runlo enables users to focus on product development while ensuring their offerings reach the right audience. This approach not only saves time and reduces costs but also enhances the efficiency and effectiveness of marketing efforts, facilitating business growth and customer acquisition.

Who Is the Company Behind Runlo?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated