Best AI Agent Builders Software - Page 20

How Many AI Agent Builders Software Products Does G2 Track?

Total Products under this Category: 703

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
  • 703+ 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)

Connic

Connic is an AI agent deployment platform that enables developers to build, deploy, and manage production AI agents without infrastructure expertise. It provides a managed runtime environment where teams define agents declaratively using YAML configuration files, write custom tools as standard Python functions, and deploy through a Git-based workflow that handles scaling, monitoring, and integrations automatically. Connic is designed for software engineering teams and SaaS companies that need to move AI agents from prototype to production. Typical users include backend developers building AI-powered features into existing products, DevOps teams looking to avoid the complexity of self-hosting agent infrastructure, and product teams deploying customer-facing AI workflows such as support automation, document processing, or data enrichment. The platform addresses a common bottleneck in AI agent development: the gap between a working prototype and a production-grade system. Running agents at scale requires isolated execution environments, concurrency control, retry logic, observability, and integrations with external systems. Connic handles these concerns so developers can focus on agent logic rather than infrastructure. Key capabilities include: - Declarative agent configuration: Agents are defined in YAML with support for LLM agents, sequential pipelines, and tool-calling agents. Custom tools are written as typed Python functions. The Composer SDK validates configurations locally before deployment. - Git-based deployment: Pushing to a connected Git repository triggers automatic builds and versioned deployments. Every deployment supports instant rollback. A CLI alternative is available for teams not using Git integrations. - Enterprise connectors: 12 built-in connectors bridge agents to external systems, including webhooks, cron schedules, Apache Kafka, Amazon SQS, Amazon S3, PostgreSQL (via LISTEN/NOTIFY), WebSockets, MCP (Model Context Protocol), email (IMAP), Stripe, and Telegram. Connectors can be inbound (triggering agents), outbound (delivering results), or synchronous (request-response). - Built-in observability: Every agent run is recorded with full execution traces, token usage tracking, latency metrics, and cost breakdowns. Custom dashboards allow teams to monitor agent performance across deployments and environments. - Knowledge base and managed database: Agents can query uploaded documents via semantic search for retrieval-augmented generation (RAG), or use a managed relational database for persistent state and structured data storage. Connic supports all major LLM providers, including OpenAI, Anthropic, Google, and others, using the team's own API keys. Additional platform features include guardrails for real-time input/output filtering, human-in-the-loop approval workflows for sensitive agent actions, A/B testing with traffic splitting, and automated evaluation using LLM-based judges. The platform offers a free tier with no credit card required, along with paid plans starting at $390 per month. Pricing is based on agent run time (minutes) and number of runs, with pay-per-use billing beyond included limits. Connic is available in 10 deployment regions and provides SOC 2 security practices, a data processing agreement, and EU AI Act compliance documentation.

Who Is the Company Behind Connic?

ContactSwing

ContactSwing empowers businesses of all sizes to automate voice conversations with sophisticated, natural-sounding AI agents that behave like humans. From lead qualification and appointment booking to customer support and after-hours engagement, ContactSwing’s voice AI works around the clock so no call or opportunity is missed. Key Features & Capabilities No-code setup & fast deployment: Build your voice agent workflows in minutes without engineering resources. Natural, human-like conversations: Uses advanced NLP, intent detection, sentiment analysis, and optional voice cloning to deliver conversations that feel real. Full call lifecycle handling: Answer inbound calls, route or escalate as needed, make outbound calls for follow-ups, and send follow-up SMS or emails. Seamless integrations: Works with CRMs, helpdesk systems, scheduling tools, and more via API & built-in connectors. Industry-tailored use cases: Real estate, healthcare staffing, clinics, restaurants, car dealerships, recruitment, IT staffing all supported with domain-aware conversational flows. Analytics & optimization: Call recording, transcription, sentiment scoring, metrics dashboards to continually improve performance. Scalable & reliable: Supports concurrent calls, intelligent routing, and dynamic scaling. Compliance & security: Enterprise-level encryption, GDPR compliance, and secure data handling. Benefits & Outcomes Never miss a call or lead: Every inbound call is answered instantly, ensuring prospects are engaged immediately. Reduced response times & converted leads: Automates follow-ups and lead nurturing, converting more conversations into meetings or actions Lower operational costs: Replace or supplement human agents for routine calls, without sacrificing quality. Consistency & brand voice: AI calls remain consistent in tone and messaging, aligned with your brand. Actionable insights: Use conversation data to identify patterns, optimize scripts, and refine your customer interactions.

Who Is the Company Behind ContactSwing?

  • Seller: ContactSwing
  • Year Founded: 2023
  • HQ Location: Houston, Texas, United States
  • LinkedIn® Page: www.linkedin.com
    14 employees on LinkedIn®

ConvoPro

ConvoPro is a model-agnostic AI agent platform for Salesforce that enables teams to deploy secure, action-oriented AI agents directly inside their CRM. Unlike copilots or chat-only assistants, ConvoPro agents can understand context across Salesforce data, reason over multi-step tasks, and take real actions such as creating and updating records, summarizing cases, routing work, and triggering workflows, all with enterprise-grade controls.

Who Is the Company Behind ConvoPro?

Cotera OS

Cotera is the fastest way to build an AI agent. With Cotera, top teams (like Bilt Rewards, Coterie, Peloton, and Skims) are building AI agents and workflows, automating their complex, high-frequency tasks & processes, saving time and driving major gains on the balance sheet and with customer experiences. Create an agent by typing instructions like you would to a co-worker. Then give it access to hundreds of tools, and watch it work. With first-of-its-kind controls, you not only get an extremely EASY TO USE platform, but: - consistent results - can see what your agent did and why - can set cost controls on agents and processes

Average Rating: 4.8/5.0

Total Reviews: 3

Who Is the Company Behind Cotera OS?

  • Seller: Cotera
  • Year Founded: 2022
  • HQ Location: New York, US
  • LinkedIn® Page: www.linkedin.com
    17 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Do G2 Reviewers Say About Cotera OS?

AI-generated summary from verified user reviews

Pros
  • Users value the customer insights from Cotera OS, enhancing decision-making and improving overall organizational efficiency.
  • Users highlight automation features of Cotera OS that significantly enhance efficiency and decision-making across departments.
  • Users commend the exceptional customer support from Cotera, facilitating easy setups and critical insights for all teams.
  • Users value the data aggregation capabilities of Cotera OS, providing real-time insights across teams for improved operations.
  • Users commend the easy and quick setup of Cotera OS, enabling seamless integration and collaboration across teams.
Cons
  • Users note that Cotera OS is not fully self-service, relying on a data scientist for support during setup.
  • Users find the inadequate AI capabilities of Cotera OS hinder self-service and require reliance on data scientists.

What Are Recent G2 Reviews of Cotera OS?

Coval

Who Is the Company Behind Coval?

  • Seller: Coval
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    26 employees on LinkedIn®

CrackedDevs

KnowledgeBot is a conversational embodied agent developed by Virginia Tech for the Alexa Prize SimBot Challenge. It is designed to assist users in completing a wide range of daily tasks through natural and interactive dialogue. By integrating neuro-symbolic reasoning, KnowledgeBot effectively processes user instructions and environmental perceptions to perform actions and provide responses. Key Features and Functionality: - Neuro-Symbolic Reasoning: Combines symbolic reasoning with neural-based action planning and prediction modules to interpret and execute complex tasks. - Vision Models: Utilizes semantic segmentation and visual grounding to comprehend and interact with the environment effectively. - Situated Dialogue Module: Facilitates natural and context-aware conversations with users, enhancing the interactive experience. - Task Execution: Capable of carrying out a variety of user-defined tasks by understanding instructions and environmental cues. Primary Value and User Solutions: KnowledgeBot addresses several challenges in the development of intelligent assistive agents, including the vast variety of user-defined tasks, the need for complex reasoning and visual comprehension, and the importance of natural human interaction. By integrating advanced reasoning and vision capabilities, KnowledgeBot offers users an efficient and intuitive assistant for daily task completion, enhancing productivity and user experience.

Who Is the Company Behind CrackedDevs?

  • Seller: CrackedDevs
  • Year Founded: 2023
  • HQ Location: San Fransisco, US
  • LinkedIn® Page: linkedin.com
    18 employees on LinkedIn®

Crafted‚Ñ¢

Crafted™ is an enterprise-grade AI agent platform designed to empower startups, SMEs, and large enterprises by transforming complex data into actionable insights. By leveraging the Crafted AI Framework, businesses can deploy secure, intelligent agents tailored to their specific needs, enhancing productivity and driving scalable growth. Key Features and Functionality: - AI Agents: A suite of intelligent agents that automate and optimize tasks across various domains, including marketing, finance, HR, and IT. - Crafted AI Framework: A unified framework enabling rapid deployment of secure, intelligent agents customized to business requirements. - Secure Agent Hosting: Reliable and high-performance hosting on the secure MCP server architecture, ensuring 99.9% uptime. - Vector Database Integration: High-performance vector management with FAISS and Redis, supporting multi-modal embeddings and rapid data retrieval. - Embeddable Agent Widgets: Easy-to-use widgets that allow deployment of AI agents across various platforms, enhancing customer engagement. Primary Value and Solutions: Crafted™ simplifies the integration of AI into business operations, allowing organizations to automate complex workflows, enhance decision-making, and scale their intelligence capabilities. By providing a robust and secure AI agent platform, Crafted™ addresses the challenges of data complexity and operational inefficiencies, enabling businesses to focus on growth and innovation.

Who Is the Company Behind Crafted‚Ñ¢?

CreatorsAGI

CreatorsAGI replaces the traditional sales funnel with AI Envoys, autonomous video-first AI agents trained on your best sales engineers. Every prospect gets immediate access to an expert who can demo your product, answer deep technical questions, handle objections, and guide them toward a decision without waiting for a human to become available. Unlike chatbots or scripted demo tools, AI Envoys engage in real-time video conversations with the depth and nuance of a senior SE. They learn your product, your competitive landscape, and your buyers, then scale that expertise to every deal simultaneously. Built for enterprise SaaS companies, CreatorsAGI compresses sales cycles, increases conversion rates, and delivers a sales motion that scales without headcount.

Who Is the Company Behind CreatorsAGI?

crystl

crystl is a macOS terminal application designed for managing many AI coding agents at the same time. Projects are organized as gems, with terminal sessions called shards that operate in parallel isolation through separate git worktrees. This enables real-time parsing of sessions. Color-coded action panels float on screen as notifications for approvals, questions, and alerts. The history navigator provides searchable access to past sessions, while token tracking monitors resource consumption. The workbench feature supports collaborative task lists in markdown format that both users and agents can access. An integrated CLI allows agents to spawn sessions, manage features, and more, while an iOS app enables remote monitoring and management of projects.

Who Is the Company Behind crystl?

Cuadra AI

Whether you're scaling a company or building a business, getting real value from AI is harder than it should be. Cuadra AI lets you build your own AI. One that continuously learns from your business, runs on any model, and works wherever your users are. Your knowledge Synchronize your documents, Notion, or Google Drive. Your AI and your knowledge will grow together. Any model chatGPT, Claude, Gemini, or Perplexity. Switch anytime; as models compete and get better, so will yours. Every channel Connect with WhatsApp, Slack, SMS, or Telegram. Meet your users where they already are. Have a team? Access your model on your own private workspace. Easy to use, no coding required. Try for free now.

Who Is the Company Behind Cuadra AI?

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