Best AI Agent Builders Software - Page 43

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)

Surogate

Surogate is an enterprise-grade platform designed to facilitate the creation, deployment, and management of autonomous AI agents within an organization's infrastructure. It streamlines the entire agent lifecycle—from initial design to continuous improvement—without the need to integrate multiple tools. By operating on your servers or preferred cloud services, Surogate ensures that your data remains secure and within your control. Key Features and Functionality: - Autonomous Agent Runtime: Enables the development of agents capable of reasoning, planning, and executing complex workflows by integrating skills, tools, and sub-agents. - Complete Observability: Provides full execution traces for every agent run, including detailed logs of decisions, tool calls, and errors, ensuring transparency and accountability. - Built-in Model Training and Fine-Tuning: Offers integrated pipelines for training and fine-tuning models, allowing for continuous enhancement of agent performance based on real-world data. - Continuous Improvement Loop: Utilizes production data to iteratively refine agents, leading to faster and more accurate specialized models over time. - Git-Style Data Hub: Features a centralized repository for models, datasets, and agent definitions with version control, facilitating collaboration and consistency across teams. - Enterprise Security and Governance: Incorporates role-based access control, guardrails, and audit logs to maintain compliance and protect sensitive information. Primary Value and Problem Solved: Surogate addresses the challenge of deploying reliable AI agents at scale by providing a cohesive platform that manages the entire agent lifecycle. Organizations often struggle with integrating disparate tools and ensuring that AI systems operate effectively in production environments. Surogate simplifies this process by offering a unified solution that enhances observability, security, and continuous improvement. By keeping all operations within the organization's infrastructure, it also ensures data sovereignty and compliance with regulatory standards.

Who Is the Company Behind Surogate?

Sycamore

Sycamore is the trusted agent operating system for the enterprise. Business teams describe the work they need done. Sycamore builds, deploys, and runs the agents, apps, and processes that do it, with the controls a CIO or CISO needs to say yes. The hard part of enterprise AI starts after the first working version: hosting it, deploying it, testing it, evaluating agent behavior, securing systems access, monitoring runs, handling failures, and keeping it current as the process changes. Sycamore owns that whole path. BUILD AND MAINTAIN THE WORK WITH FORGE Forge turns intent into working software. Describe a workflow in plain language and Forge produces a reviewable spec, then a production application with the frontend, backend, data connectors, and integrations your environment needs. Agents: AI agents that reason, plan, and act under progressive trust controls. Agents earn autonomy through demonstrated reliability, moving from shadow mode to full autonomy. Apps: production-ready applications, the full stack, tailored to your environment. Processes: multi-step orchestration that chains agents, tools, and human checkpoints into end-to-end workflows. Artifacts: slides, websites, reports, and dashboards built from your company's live data. After launch, Sycamore handles hosting, deployment, QA, evals, monitoring, and the changes the business asks for later. GOVERN THE SYSTEM Sycamore Guard gives CIO, CISO, security, architecture, and IT teams one control layer over agent-built software. Approvals: human-in-the-loop gates on high-impact agent actions such as deploys, external sends, data access, and spend. Configurable at the agent, service, and org level. Compliance and audit: tenant-wide guardrails for model usage, PII and secrets handling, and policy enforcement, with tamper-evident, SIEM-ready logs and full decision replay. Environment isolation and security: hardware-isolated agent execution, no shared memory, no cross-tenant leakage, and granular RBAC. Cost of ownership: model-agnostic routing to the cheapest capable model, deterministic code in place of tokens, budget caps, rate limits, and instant pause. WHERE ENTERPRISES START Document-heavy intake, where files, claims, and applications get extracted, verified, and routed, and days become minutes. Cross-system processes such as order-to-cash across 10 or more fragmented legacy systems, rebuilt without rip-and-replace. First drafts from source systems, such as IC memos written straight from deal documents. Signal-to-action orchestration, including out-of-stock replenishment and brand monitoring. Regulated document extraction and compliance work. And AI governance programs running 50 or more use cases per quarter on an 8-week idea-to-delivery cycle. Sycamore Labs was founded by Sri Viswanath, former CTO of Atlassian and Groupon and a General Partner at Coatue. The team comes from Atlassian, VMware, Sun Microsystems, Splunk, SendGrid, Groupon, LinkedIn, Pinterest, Square, Microsoft, Okta, and Google.

Who Is the Company Behind Sycamore?

  • Seller: Sycamore Labs
  • Year Founded: 2025
  • HQ Location: Palo Alto, US
  • Twitter: @SycamoreLabs
  • LinkedIn® Page: www.linkedin.com
    21 employees on LinkedIn®

symplistic.ai

Symplistic.ai is an innovative AI company dedicated to developing intelligent, autonomous agents that seamlessly integrate into enterprise workflows. By leveraging advanced technologies, Symplistic.ai aims to streamline operations, personalize user experiences, and provide real-time insights, particularly within regulated industries such as banking and finance. Their solutions are designed to reduce operational overhead, enhance decision-making processes, and allow human teams to focus on higher-value tasks. Key Features and Functionality: - Agentic AI Solutions: Symplistic.ai specializes in creating AI agents capable of independent thinking, learning, and action. These agents are tailored to address real-world business challenges, including customer support, lead generation, and internal task automation. - IBM watsonx Integration: Built on IBM watsonx and watsonx Orchestrate, Symplistic.ai's agents offer secure and scalable automation for complex workflows, ensuring trust, compliance, and control within enterprise systems. - Consulting Services: The company provides comprehensive consulting services, guiding organizations through every stage of Agentic AI implementation—from strategy and design to customization, deployment, and adoption. - AI Innovation Hub: Symplistic.ai collaborates with clients to design, prototype, and implement AI solutions through focused pilot programs. They also offer tailored workshops and training to enhance AI capabilities within organizations. Primary Value and Solutions: Symplistic.ai addresses the growing need for intelligent automation in enterprises by offering AI agents that can observe, reason, and act within business workflows. These agents are designed to reduce operational overhead, improve decision-making, and free up human teams to focus on higher-value work. By integrating seamlessly into existing systems and adhering to strict compliance standards, Symplistic.ai's solutions empower businesses to unlock the full potential of intelligent automation safely and at scale.

Who Is the Company Behind symplistic.ai?

SyncIQ

Easily deploy multi AI agent workforce grounded on your data be it structure or unstructured to transform business processes with a configurable human in the loop for control

Who Is the Company Behind SyncIQ?

  • Seller: SyncIQ.ai
  • Year Founded: 2024
  • HQ Location: San francisco, US
  • LinkedIn® Page: www.linkedin.com
    10 employees on LinkedIn®

Syntes

Who Is the Company Behind Syntes?

  • Seller: Syntes
  • Year Founded: 2025
  • HQ Location: Bethesda, US
  • LinkedIn® Page: www.linkedin.com
    15 employees on LinkedIn®

Tahoma

Tahoma offers Cascade, an AI-driven platform designed to streamline healthcare revenue cycle management by automating administrative tasks and enhancing financial outcomes. By deploying AI agents that mimic human billing specialists, Cascade reduces manual effort, minimizes errors, and scales operations without increasing headcount. Key Features and Functionality: - AI Agents Across Revenue Cycle Stages: Cascade includes five specialized AI agents: - SAGE (Eligibility): Verifies patient coverage in real-time, preventing denied claims by identifying coverage gaps before service. - ATLAS (Claims): Builds, validates, and submits claims with payer-specific formatting, ensuring a high clean claim rate by catching coding errors pre-submission. - ARIA (Denials): Manages denied and rejected claims by identifying appeal pathways, drafting necessary documentation, and submitting appeals autonomously. - Zephyr (Accounts Receivable): Prioritizes accounts receivable based on recovery probability and payer behavior, deploying automated follow-ups to expedite high-value claims. - PACE (Payments): Automates payment follow-ups with payers and patients, delivering timely messages through appropriate channels to reduce manual posting time. - Vault – Intelligence Layer: Captures and standardizes organizational knowledge, ensuring consistent application of payer rules, denial management strategies, and billing procedures across all engagements. - Seamless Integration: Operates within existing payer portals, electronic health records (EHRs), and legacy systems without requiring new integrations or system replacements. Primary Value and User Solutions: Cascade addresses common challenges in healthcare revenue cycle management by: - Reducing Administrative Burden: Automates routine tasks, allowing staff to focus on complex cases, thereby decreasing administrative hours. - Enhancing Financial Performance: Improves key financial metrics such as denial rates, audit readiness, EBITDA, free cash flow, and SG&A efficiency through automation and error reduction. - Accelerating Revenue Collection: Speeds up the claims process and reduces days in accounts receivable by ensuring timely and accurate claim submissions and follow-ups. By implementing Cascade, healthcare organizations can achieve a more efficient, accurate, and scalable revenue cycle management process, leading to improved financial health and operational efficiency.

Who Is the Company Behind Tahoma?

  • Seller: Tahoma
  • Year Founded: 2024
  • HQ Location: Austin, US
  • LinkedIn® Page: www.linkedin.com
    11 employees on LinkedIn®

TandemWorks

TandemWorks specializes in developing AI agents tailored for B2B sales and marketing teams, transforming existing data into actionable insights to uncover hidden revenue opportunities. By emulating the strategies of top-performing representatives, these agents enhance productivity without increasing headcount and can be deployed within weeks. Key Features and Functionality: - Data Integration: Seamlessly connects with essential platforms such as CRM systems, email, market signals, and website activities, ensuring comprehensive data utilization. - Intelligent Analysis: AI agents analyze siloed data to identify patterns and provide clear, actionable recommendations in plain language, eliminating the need for complex dashboards. - Automated Actions: Delivers insights and suggested actions directly to the team's existing workflows, including Slack, email, and CRM, facilitating immediate implementation or autonomous execution. Primary Value and Solutions Provided: TandemWorks addresses the challenge of underutilized data within sales and marketing teams by deploying AI agents that: - Uncover Hidden Revenue: Identify and act on opportunities that may be overlooked, driving additional revenue without expanding the team. - Enhance Sales Efficiency: Automate time-consuming tasks like research and data enrichment, allowing sales representatives to focus more on closing deals. - Optimize Technology Investments: Replace costly, underutilized tools with intelligent agents, streamlining the tech stack and reducing expenses. - Accelerate Results: Achieve measurable outcomes swiftly, with agents operational and delivering value within weeks. By leveraging TandemWorks' AI agents, organizations can transform their existing data into a proactive system that drives sales and marketing success, ensuring a competitive edge in the market.

Who Is the Company Behind TandemWorks?

Tate-A-Tate

Tate-A-Tate is a no-code platform that empowers users to rapidly transform ideas into fully functional AI agents without any programming knowledge. By leveraging natural language inputs, individuals can create, deploy, and monetize AI-driven services tailored to various business needs. The platform streamlines the development process, enabling users to launch AI agents complete with user authentication systems, subscription payment integrations, and complex business logic powered by artificial intelligence. Key Features and Functionality: - Visual Interface: An intuitive drag-and-drop interface allows for the creation of AI agents in minutes, eliminating the need for coding. - Built-In Marketplace: Integrated global payment systems, including Stripe support, enable users to monetize their AI agents from day one. - Seamless Integration: Deploy AI agents across multiple platforms such as Web, Discord, Telegram, and API, ensuring broad user reach. - Enterprise-Ready Architecture: The platform supports large-scale deployments with high concurrency access, catering to enterprise-level requirements. - Skill Management: Users can manage, edit, and list created skills, enhancing the flexibility of data processing and task execution within AI agents. Primary Value and Solutions Provided: Tate-A-Tate addresses the challenges of AI agent development by offering a comprehensive, user-friendly platform that simplifies the creation and deployment process. It enables individuals and businesses to bring AI agent ideas to life swiftly, bypassing technical hurdles such as coding, infrastructure setup, and payment integrations. By providing tools for rapid development, seamless integration, and immediate monetization, Tate-A-Tate empowers users to transform their visions into valuable AI services ready for the market.

Who Is the Company Behind Tate-A-Tate?

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