Best AI Agent Builders Software - Page 38

How Many AI Agent Builders Software Products Does G2 Track?

Total Products under this Category: 702

Category Stats (Sep 2026)

  • Average Rating: 4.63/5 (↓0.01 vs Aug 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Frontier (+4.68%) - Among all products in this category, Frontier recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank AI Agent Builders Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 89,300+ Authentic Reviews
  • 702+ 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 Agent Builders Software

G2 Grid® for  AI Agent Builders Software plotting products by satisfaction and market presence

Highlighted products: Salesforce Agentforce, Notion, UiPath Agentic Automation, OutSystems, ClickUp, ServiceNow AI Agents, Gemini Enterprise Agent Platform, and Databricks.

Underlying data: [Grid® JSON](https://www.g2.com/categories/ai-agent-builders/grids.json?focus%5B%5D=salesforce-agentforce&focus%5B%5D=notion&focus%5B%5D=uipath-agentic-automation&focus%5B%5D=outsystems&focus%5B%5D=clickup&focus%5B%5D=servicenow-ai-agents&focus%5B%5D=gemini-enterprise-agent-platform&focus%5B%5D=databricks)

QVeris

QVeris is a capability routing network built for AI agents. It gives agents a unified way to discover, inspect, and call verified real-world capabilities across live data, tools, and external services. Instead of maintaining hardcoded integrations or provider lists, teams can route an agent’s intent through one protocol and receive structured, auditable results. The QVeris network includes more than 10,000 capabilities, with coverage across quant trading, macro and fixed income, risk and compliance, investment research, crypto and digital assets, and alternative signals. Before execution, users can inspect provider information, expected latency, historical success rates, and credit costs. Calls run in sandboxed environments and return structured responses suitable for downstream applications and automated workflows. QVeris also provides execution history, audit trails, provider observability, session-scoped configuration, role-based access control, open-source clients, and enterprise options. These controls help teams understand where results come from, monitor reliability, and manage how agents interact with external systems. Teams can access QVeris through a hosted MCP server, REST API, Python and JavaScript SDKs, command-line tools, and integrations for more than 27 agent platforms. Developers can publicly explore the tool directory and capability map, test real tasks in the Playground, or use QVeris Lab as an evidence-focused workspace for multi-step research. QVeris is designed for AI agent developers, fintech teams, research workflows, compliance automation, and organizations that need reliable access to fragmented data and tools without building every integration themselves. Discovery and inspection are free. New accounts receive 1,000 credits, while successful capability calls consume credits based on the selected provider and task.

Who Is the Company Behind QVeris?

RAIA

Who Is the Company Behind RAIA?

  • Seller: RAIA
  • Year Founded: 2020
  • HQ Location: Sarasota, US
  • LinkedIn® Page: www.linkedin.com
    25 employees on LinkedIn®

Railtown AI Technologies

Railtown AI Technologies offers a comprehensive suite of AI-driven tools designed to streamline the development, deployment, and management of autonomous AI agents and software applications. Their platform empowers businesses to build intelligent applications efficiently, enhancing productivity and innovation. Key Features and Functionality: - Agent Development Kit (ADK): A framework for building, orchestrating, and deploying autonomous AI agents at scale. It provides a no-friction tooling infrastructure, enabling dynamic interaction with large language models (LLMs), tools, and APIs to solve complex tasks. - Railengine: A real-time, event-driven data development platform that facilitates the ingestion, masking, transformation, and storage of data into query-optimized datastores. It supports rapid development of data-to-agent workflows and advanced agent runs powered by up-to-date, indexed knowledge. - Conductr: An agent observability and application productivity platform offering end-to-end visibility into AI deployments and runs. It provides comprehensive monitoring, secure integrations, and performance evaluation for AI agents, ensuring optimal cost and performance management. Primary Value and Solutions Provided: Railtown AI Technologies addresses the challenges of developing and managing AI-driven applications by offering tools that simplify complex processes, enhance data integration, and provide comprehensive observability. Their solutions enable businesses to accelerate the deployment of intelligent applications, reduce development time, and maintain high standards of performance and security. By integrating Railtown's tools, organizations can effectively harness the power of AI to drive innovation and achieve their strategic objectives.

Who Is the Company Behind Railtown AI Technologies?

Ralv Alpha

Ralv Alpha is an innovative 3D interface designed to manage multiple AI agents operating in parallel. Traditional list-based systems become cumbersome as the number of agents increases, leading to inefficiencies and confusion. Ralv Alpha addresses this challenge by providing a spatial canvas that allows users to visualize, control, and monitor numerous agents simultaneously. Key Features and Functionality: - 3D Spatial Interface: Offers a dynamic canvas with zooming, panning, and detailed views, enabling intuitive management of multiple agents. - Real-Time Monitoring: Displays live updates of each agent's activities, allowing users to track progress and intervene when necessary. - Visual Alerts: Provides immediate notifications when an agent requires user input, ensuring timely responses and maintaining workflow continuity. - Seamless Integration: Compatible with existing AI tools like Claude Code and Codex, allowing users to leverage their current subscriptions within the Ralv Alpha environment. Primary Value and User Solutions: Ralv Alpha revolutionizes the management of parallel AI agents by transforming the traditional linear approach into a comprehensive 3D spatial experience. This design enhances user control, reduces cognitive load, and improves efficiency when overseeing multiple agents. By providing a clear, real-time overview of agent activities and facilitating swift interactions, Ralv Alpha empowers developers and knowledge workers to orchestrate complex tasks with greater ease and precision.

Who Is the Company Behind Ralv Alpha?

rannsCPA (Cognitive Process Automator)

rannsCPA – Workflow Automation Platform Powered by AI Agents rannsCPA (Cognitive Process Automator) enables organizations to automate complex, multi-step business processes using intelligent AI agents and no-code workflows. Unlike traditional RPA tools that depend on fixed instructions, rannsCPA agents can understand inputs, analyze data, apply business rules, make decisions, perform actions across connected systems, manage exceptions, and complete end-to-end workflows with minimal human intervention. The platform connects people, documents, data, approvals, AI agents, and enterprise applications within a unified workflow environment. Key Capabilities of rannsCPA: - Agentic AI workflow automation - Autonomous task execution - Intelligent process automation - AI-assisted decision-making - No-code workflow configuration - Cross-system orchestration - Exception management - Human-in-the-loop approvals - Enterprise application integration - Workflow monitoring and audit trails rannsCPA helps organizations reduce repetitive work, eliminate manual handoffs, accelerate approvals, improve process consistency, and scale automation across finance, healthcare, government, banking, insurance, legal, HR, and back-office operations.

Who Is the Company Behind rannsCPA (Cognitive Process Automator)?

  • Seller: Rannsolve
  • Year Founded: 2016
  • HQ Location: Allen, US
  • LinkedIn® Page: www.linkedin.com
    22 employees on LinkedIn®
  • Phone: +1 (972) 525-1177

Rapid Claw

Rapid Claw is an AI agent deployment platform that lets businesses launch production-ready OpenClaw AI agents in 60 seconds. Built on the OpenClaw open-source framework, Rapid Claw provides managed VPS hosting, multi-model support (Claude, GPT-4, Gemini), and pre-built agent templates for sales, customer support, and operations. Our boutique, white-glove approach includes a 5-agent cap per account to ensure dedicated support and reliability. Founded by Tijo Gaucher with co-founder and tech lead Brandon Gaucher, Rapid Claw is purpose-built for teams that want autonomous AI agents without the infrastructure complexity — starting at $29/month.

Who Is the Company Behind Rapid Claw?

Rapidflare AI Agents

Rapidflare is an AI agent platform specifically designed for companies that sell and support complex and technical products, such as electronics, semiconductors, industrial automation, physical security, and connected devices. This innovative solution transforms dense documentation, specification sheets, schematics, and manuals into a searchable, Product Intelligence Layer. This enables internal sales teams, customer success teams, channel partners and customers to access precise technical answers quickly, eliminating the need to sift through extensive PDFs or wait for input from engineers. The target audience for Rapidflare includes organizations operating in industries where technical expertise is essential for product selection and customer support. These industries often deal with intricate product details that can overwhelm teams lacking immediate access to relevant information. Rapidflare addresses this challenge by providing a platform that allows users to engage with their documentation in a more intuitive and efficient manner. This capability is particularly beneficial for sales teams who need to respond to customer inquiries swiftly, as well as support teams tasked with troubleshooting complex issues. Key features of Rapidflare include its ability to reason over schematics and diagrams, a functionality that sets it apart from many other AI tools that primarily focus on text-based information. This unique capability allows users to derive insights from visual data, enhancing the overall understanding of technical products. Additionally, every answer provided by Rapidflare is traceable back to a real source, ensuring that team members can trust the information they receive. This reliability is crucial in environments where accurate data is essential for decision-making and customer interactions. The benefits of using Rapidflare extend beyond just providing answers. By streamlining the process of information retrieval, the platform contributes to faster product selection and shorter technical sales cycles. Teams can respond to inquiries more efficiently, leading to improved customer satisfaction and increased sales opportunities. Furthermore, with a shared knowledge base that all team members can access, organizations can foster a culture of collaboration and continuous learning, ultimately enhancing their overall operational effectiveness. Rapidflare serves as a vital tool for companies aiming to navigate the complexities of technical product sales and support with confidence and agility.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Rapidflare AI Agents?

  • Seller: Rapidflare
  • Company Website:
  • Year Founded: 2023
  • HQ Location: Los Gatos, US
  • LinkedIn® Page: www.linkedin.com
    20 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Rapidflare AI Agents?

Reachall

Who Is the Company Behind Reachall?

  • Seller: Reachall
  • Year Founded: 2025
  • HQ Location: Bangalore, IN
  • LinkedIn® Page: www.linkedin.com
    9 employees on LinkedIn®

Relai.ai

RELAI is an open-source platform designed to streamline the development of reliable AI agents that learn through experience. By addressing critical challenges such as hallucinations, tool misuse, and inconsistent outputs, RELAI enables developers to build and deploy AI agents with confidence and efficiency. Key Features and Functionality: - Maestro: A holistic optimizer that analyzes agent execution graphs, identifying and resolving failures by optimizing models, prompts, tools, and hyperparameters. - Agent Simulator: Creates production-like environments with configurable simulations, including mock MCP servers and LLM personas, allowing agents to learn through safe and repeatable experiences. - Critico: Provides comprehensive evaluation tools to assess agent performance, measuring aspects like correctness, completeness, and adherence to guidelines, facilitating effective iteration and improvement. - Data Agents: Automates the creation of domain-specific benchmarks by generating complex, grounded reasoning samples from raw data, enabling precise validation and refinement of AI agents. Primary Value and Problem Solved: RELAI addresses the complexities of developing dependable AI agents by offering integrated tools for simulation, evaluation, and optimization. This comprehensive approach mitigates common issues such as hallucinations and inconsistent behavior, ensuring that AI agents perform accurately and resiliently in real-world applications. By simplifying these critical development processes, RELAI empowers developers to accelerate deployment timelines and enhance the reliability of their AI solutions.

Who Is the Company Behind Relai.ai?

Relvy

Who Is the Company Behind Relvy?

  • Seller: Relvy
  • Year Founded: 2024
  • HQ Location: N/A
  • LinkedIn® Page: www.linkedin.com
    7 employees on LinkedIn®

Remote Lama

Remote Lama offers a suite of AI agents designed to automate and enhance various business functions, including marketing, content creation, IT service management (ITSM), and conversational AI. These agents are tailored to integrate seamlessly with existing systems, enabling businesses to improve efficiency, scalability, and performance without significant increases in human resources. Key Features and Functionality: - Marketing AI Agents: Execute campaigns, create content, optimize ad spend, and analyze performance autonomously. They integrate with CRM systems, ad platforms, CMS, and analytics tools to adjust campaigns based on real-time data, leading to increased content production and improved campaign ROI. - Content Writing AI Agents: Automate research, drafting, editing, and optimization tasks across various content types, such as blog posts, landing pages, and product descriptions. These agents align with brand voice and SEO goals, enabling content teams to produce more high-quality material efficiently. - ITSM AI Agents: Deploy autonomous agents that triage incidents, route tickets, execute remediation runbooks, and manage change workflows with minimal human intervention. They integrate with platforms like ServiceNow, Jira Service Management, and Zendesk to reduce mean time to resolution and manual coordination burdens. - Conversational AI Agents: Manage the full lifecycle of multi-agent, multi-channel deployments by routing user intents to specialized agents, maintaining session context, handling fallbacks and escalations, and monitoring performance across all deployments from a single control plane. Primary Value and Solutions Provided: Remote Lama's AI agents address the challenge of scaling business operations without proportional increases in human resources. By automating routine and complex tasks across various departments, these agents enable businesses to: - Enhance Efficiency: Automate time-consuming tasks, allowing teams to focus on strategic initiatives and creative endeavors. - Improve Performance: Utilize real-time data and continuous optimization to achieve better outcomes in marketing campaigns, content production, and IT operations. - Reduce Operational Costs: Minimize the need for additional headcount by leveraging AI to handle increased workloads and complex processes. By integrating Remote Lama's AI agents, businesses can achieve significant improvements in productivity, scalability, and overall performance across multiple functions.

Who Is the Company Behind Remote Lama?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated April 29, 2026