# Best AI Agent Builders Software - Page 5 ## How Many AI Agent Builders Software Products Does G2 Track? **Total Products under this Category:** 480 ### Category Stats (Aug 2026) - **Average Rating:** 4.64/5 (↑0.01 vs Jul 2026) The average rating of products in this category, based on all submitted ratings - **Top Trending Product:** Parloa (+14.43%) - Among all products in this category, Parloa recorded the largest rating increase compared to last month _Last updated: August 04, 2026_ ## How Does G2 Rank AI Agent Builders Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 88,000+ Authentic Reviews - 480+ 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](https://www.g2.com/categories/ai-agent-builders/grids.png?focus%5B%5D=1408921&focus%5B%5D=82623&focus%5B%5D=6218&focus%5B%5D=3803&focus%5B%5D=10470&focus%5B%5D=1408919&focus%5B%5D=21469&focus%5B%5D=25675) Highlighted products: Salesforce Agentforce, Notion, UiPath Agentic Automation, OutSystems, Databricks, ServiceNow AI Agents, Gemini Enterprise Agent Platform, and ClickUp. 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=databricks&focus%5B%5D=servicenow-ai-agents&focus%5B%5D=gemini-enterprise-agent-platform&focus%5B%5D=clickup) **Sponsored** ### Workvivo Workvivo HQ gives Comms, HR, and IT teams an AI-powered employee experience no traditional intranet can match. With HQ Agent helping every employee find trusted answers and take action in seconds, and Seer turning employee feedback and sentiment into actionable intelligence, Workvivo is the missing link in your AI transformation strategy, driving adoption by making AI useful, accessible, and engaging for every employee. HQ Agent brings conversational and agentic AI into the daily flow of work. Employees can ask questions in natural language, receive concise answers grounded in trusted company sources, search across connected workplace content, and complete everyday tasks without navigating multiple systems. AI-powered summaries, enterprise search, federated knowledge, third-party data connections, and governance controls help organizations make workplace AI useful, secure, and accessible to every employee. AI is also embedded across internal communications and employee engagement. AI Compose helps teams create, personalize, translate, and optimize content, while Catch Me Up gives employees fast, relevant summaries of important updates. AI Podcasts and automated Employee Journeys help organizations deliver more engaging communications and guide employees through key moments such as onboarding, role changes, and promotions. Seer uses AI to transform employee listening into action. It brings together surveys, sentiment analysis, AI-powered comment analysis, engagement data, benchmarking, and workforce insights so leaders can understand what employees need, identify emerging issues, and respond faster. This connects employee voice directly to better communication, engagement, and business decisions. Built for frontline, hybrid, remote, and desk-based workforces, Workvivo acts as the AI-powered digital front door to work. Employees can access company news, conversations, recognition, documents, knowledge, workplace services, and essential tools through one intuitive experience across mobile, desktop, and digital signage—helping organizations drive AI adoption across the entire workforce, not just desk-based teams. Workvivo integrates with the technology organizations already use, including Microsoft 365, Google Workspace, Zoom, Workday, ServiceNow, Salesforce, SAP, Slack, Jira, Okta, and leading HRIS platforms. Trusted by global organizations including Amazon, Ryanair, Bupa, White Castle, and Motherson, Workvivo by Zoom is recognized by customers and industry analysts as a leader in employee engagement, intranet, and internal communications. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=1009956&secure%5Bchosen_at%5D=2026-08-15T07%3A28%3A44Z&secure%5Bdisplayable_resource_id%5D=1009956&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=1009956&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=116295&secure%5Bresource_id%5D=1009956&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fai-agent-builders%3Fpage%3D5&secure%5Btoken%5D=e476f4ce108399c862bebc781debe8f32227fe3ce2acc62bf29c7d07ab707608&secure%5Burl%5D=https%3A%2F%2Fwww.workvivo.com%2Flp-hq-digital-workplace%2F%3Futm_source%3Dg2%26utm_medium%3Dpaid-social%26utm_campaign%3Dfy27_gl_paidsocial_g2_wv+hq_clicks_ppc_oisin&secure%5Burl_type%5D=custom_url) ### [Kuga](https://www.g2.com/products/kuga/reviews) Kuga is a white-label AI infrastructure platform that enables digital agencies, web developers, and IT service providers to build, deploy, and resell custom AI chat agents under their own brand. As a backend-as-a-service solution, it allows agencies to provide AI automation products to small and mid-sized business (SMB) clients without requiring internal engineering teams or proprietary code development. The platform is engineered specifically for the reseller model, focusing on multi-tenancy and strict data isolation rather than direct-to-consumer interaction. Agencies utilize Kuga to create distinct conversational agents for each of their clients. Configuration is primarily handled through "Website Sync," where the platform scrapes and parses a client’s existing website URL to automatically structure a knowledge base. Once configured, agents are deployed via a JavaScript embed snippet or a hosted link, capable of handling customer service inquiries, capturing lead contact details, and executing booking workflows. Key features and capabilities of the Kuga platform include: White Label Architecture: The interface and chat widgets are fully unbranded, allowing agencies to replace vendor references with their own logos, brand colors, and custom footers to maintain brand consistency for their clients. Multi-Tenant Management: A centralized dashboard allows agencies to oversee, configure, and monitor multiple distinct client agents from a single login, ensuring data separation between different end-users. Automated Knowledge Ingestion: The platform includes an internal scraper that extracts text from client domains to populate the agent's vector database, utilizing Retrieval-Augmented Generation (RAG) to ground answers in business-specific facts. Behavioral Guardrails: The system utilizes structured prompt engineering to enforce strict behavioral limits, ensuring agents adhere to specific business rules and do not hallucinate information outside of the provided context. Native Integrations: Agents feature built-in connectivity with scheduling tools like Cal.com for real-time appointment booking and structured forms for lead capture. Kuga is hosted in the United Kingdom and is designed to adhere to GDPR data sovereignty requirements, supporting agencies that manage data-sensitive clients across the UK and Europe. The infrastructure manages the underlying large language model (LLM) connectivity, vector storage, and message retrieval processes, delivering a production-ready solution for agency deployment. **Average Rating:** 4.9/5.0 **Total Reviews:** 6 #### Who Is the Company Behind Kuga? - **Seller:** [Kuga](https://www.g2.com/sellers/kuga) - **HQ Location:** London, GB - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=95bb5993752b520ca09ae2e7e06079f633765f8a31e0d9463ae40a0c6e7f2e90&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fkugaai%2F&secure%5Burl_type%5D=linkedin_company_website) 2 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Small #### What Are Recent G2 Reviews of Kuga? **["Great white-label platform for agencies"](https://www.g2.com/survey_responses/kuga-review-12708638)** **Rating:** 5.0/5.0 stars _— Nick H._ [Read full review](https://www.g2.com/survey_responses/kuga-review-12708638) **["Kuga: Effortless Setup, Intelligent Chatbots, and Outstanding Support"](https://www.g2.com/survey_responses/kuga-review-12128628)** **Rating:** 5.0/5.0 stars _— Harry W._ [Read full review](https://www.g2.com/survey_responses/kuga-review-12128628) ### [UiPath Agent Builder](https://www.g2.com/products/uipath-agent-builder/reviews) UiPath Agent Builder is a cutting-edge tool designed to empower users to create and deploy AI agents without any coding expertise. This platform enables the development of intelligent agents capable of automating complex tasks, enhancing operational efficiency, and driving innovation across various industries. Key Features and Functionality: - No-Code Development: Allows users to build AI agents using a visual interface, eliminating the need for programming skills. - Agentic Automation: Facilitates the creation of autonomous agents that can think, learn, and act to perform tasks traditionally handled by humans. - Seamless Integration: Ensures compatibility with existing systems and workflows, enabling smooth deployment and operation. - Scalability: Supports the development of agents that can handle tasks of varying complexity, from simple processes to intricate operations. Primary Value and User Solutions: UiPath Agent Builder democratizes AI development by providing a no-code platform, allowing organizations to harness the power of intelligent automation without the need for specialized technical knowledge. This tool addresses the challenge of automating complex tasks, reducing manual effort, and increasing productivity. By enabling the creation of autonomous agents, businesses can streamline operations, reduce errors, and focus human resources on strategic initiatives, thereby driving growth and innovation. **Average Rating:** 4.4/5.0 **Total Reviews:** 6 #### Who Is the Company Behind UiPath Agent Builder? - **Seller:** [UiPath](https://www.g2.com/sellers/uipath) - **Year Founded:** 2005 - **HQ Location:** New York - **Twitter:** @UiPath 108,104 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=17615f854c74fc9182c09444e77a06bb258d3895834425dd5c43ea727a867603&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1523656%2F&secure%5Burl_type%5D=linkedin_company_website) 5,134 employees on LinkedIn® - **Ownership:** NYSE: PATH #### Who Uses This Product? - **Company Size:** 67% Medium, 33% Small #### What Are Recent G2 Reviews of UiPath Agent Builder? **["Easy, Enterprise-Grade AI Agents with UiPath’s Full Ecosystem"](https://www.g2.com/survey_responses/uipath-agent-builder-review-12910915)** **Rating:** 5.0/5.0 stars _— Darshan P._ [Read full review](https://www.g2.com/survey_responses/uipath-agent-builder-review-12910915) **["Easy Low-Code AI Agent Building That Speeds Up Automation Experiments"](https://www.g2.com/survey_responses/uipath-agent-builder-review-12922902)** **Rating:** 4.0/5.0 stars _— Prajwal B._ [Read full review](https://www.g2.com/survey_responses/uipath-agent-builder-review-12922902) ### [Appian](https://www.g2.com/products/appian/reviews) Appian provides AI automation for mission-critical work. We automate complex processes in large enterprises and governments. Our platform is known for its unique reliability and scale. We've been automating processes for more than 25 years and understand enterprise operations like no one else. For more information, visit [www.appian.com](http://www,appian.com?utm_source=g2). [Nasdaq: APPN] ANALYST REPORTS Appian is proud to be named a Leader by Gartner for Business Orchestration and Automation Technologies (BOAT). Access report via: https://ap.pn/3d8RYQJ **Average Rating:** 4.5/5.0 **Total Reviews:** 437 #### Who Is the Company Behind Appian? - **Seller:** [Appian](https://www.g2.com/sellers/appian) - **Company Website:** www.appian.com - **Year Founded:** 1999 - **HQ Location:** McLean, Virginia - **Twitter:** @Appian 16,293 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=29b6103da71762f35de9400a7262d6436e056ef562947cc5b3104573a3938392&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F8088%2F&secure%5Burl_type%5D=linkedin_company_website) 2,501 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Manager, Consultant - **Top Industries:** Financial Services, Banking - **Company Size:** 57% Large, 28% Medium #### What Do G2 Reviewers Say About Appian? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **ease of use** in Appian, enabling quick transformation of complex business processes into applications. - Users value the **efficient automation** in Appian, enabling rapid transformation of complex business processes into functional applications. - Users appreciate the **low-code approach** of Appian, enabling quick development of complex business applications efficiently. - Users praise the **effective orchestration of processes** in Appian, enhancing business logic over boilerplate code. - Users appreciate the **forward-thinking AI capabilities** of Appian, enhancing innovation and streamlining the development process. ##### Cons - Users note the **limited features** of Appian, expressing a desire for more essential enhancements without extra costs. - Users find Appian's **licensing costs to be expensive** , limiting their ability to adopt the platform effectively. - Users find Appian to have **limited flexibility** for custom UI and complex logic, impacting development ease. - Users find **complexity in customization** with Appian, as it can be difficult to meet specific business needs. - Users find **limited customization** in Appian, especially for complex UIs and debugging, impacting their development experience. #### What Are Recent G2 Reviews of Appian? **["Implementation and Costs: Major Challenges for Appian"](https://www.g2.com/survey_responses/appian-review-12935187)** **Rating:** 4.0/5.0 stars _— Manuel Yeison S._ [Read full review](https://www.g2.com/survey_responses/appian-review-12935187) **["Expressive SAIL That Scales from Simple Forms to Enterprise Apps"](https://www.g2.com/survey_responses/appian-review-13207631)** **Rating:** 5.0/5.0 stars _— Gaurav S._ [Read full review](https://www.g2.com/survey_responses/appian-review-13207631) #### What Are G2 Users Discussing About Appian? - [What is Appian used for?](https://www.g2.com/discussions/what-is-appian-used-for) - 1 comment - [What is Appian Workforce Safety used for?](https://www.g2.com/discussions/what-is-appian-workforce-safety-used-for) - [What is Appian Platform in GovCloud used for?](https://www.g2.com/discussions/what-is-appian-platform-in-govcloud-used-for) - [Is Appian SaaS or PaaS?](https://www.g2.com/discussions/is-appian-saas-or-paas) - [What programming language does Appian use?](https://www.g2.com/discussions/what-programming-language-does-appian-use) - 1 comment ### [Orbitype](https://www.g2.com/products/orbitype/reviews) Orbitype is an Agentic Cloud OS (workflow automation, AI agents, and human-in-the-loop platform) that helps organizations build, operate, and govern automation systems where AI agents and deterministic workflows work together on shared data. It provides a unified environment for creating internal tools, automation workspaces, and production-ready backends without assembling fragmented stacks of separate databases, workflow tools, storage systems, dashboards, and integration layers. Orbitype is designed for SaaS companies, digital agencies, and operations teams that want to automate business processes while keeping full control over governance, transparency, and data ownership. Common use cases include sales and CRM automation (lead qualification, outreach, and pipeline updates), customer support triage and routing, invoice processing and approval workflows, recurring reporting and KPI dashboards, operational monitoring, and knowledge automation such as internal search and document-based Q&A with retrieval-augmented generation (RAG). Development teams use Orbitype to generate internal portals, admin panels, and APIs directly from structured data, reducing engineering overhead for standard operational systems while retaining extensibility for custom logic. The platform ships with core infrastructure out of the box, including Postgres for structured data, S3-compatible storage for files and document pipelines, workflow orchestration, and instant UI and REST API generation for every component. Workflows can be triggered by events, schedules, or external webhooks, and they support branching logic, retries, and JavaScript extensions for deterministic business rules. AI agents can execute tasks within workflows, interact with structured data and files, and run long-lived background processes as ambient agents for continuous monitoring and automation. Orbitype includes Orbitype Intelligence, an AI chat interface embedded directly into the platform that enables organizations to create and operate complete AI agent environments through natural language. Teams can use chat to define database schemas and tables with instant UI rendering, configure workflows, create AI agents, set up dashboards, manage credentials for secure integrations, and configure knowledge bases including vector databases for retrieval. This approach supports rapid prototyping while maintaining production-grade structure and control. A central design goal of Orbitype is enabling production adoption of AI agents by providing capabilities that are often missing in standalone agent demos: persistent state, access control, observability, and governance. Orbitype supports scoped permissions for data and knowledge sources, audit trails for actions and decisions, monitoring and KPIs for operational visibility, and human-in-the-loop approvals for sensitive operations. This architecture allows organizations to scale automation across teams and departments while minimizing tool sprawl and reducing operational risk. Key features and value points include: Workflow automation with AI agents running on shared data and infrastructure Human-in-the-loop controls including approvals, permissions, and audit logging Built-in Postgres and S3 storage with auto-generated UIs and REST APIs Orbitype Intelligence (chat interface) for creating agent environments through natural language Observability and governance with dashboards, monitoring, and explainable execution **Average Rating:** 4.8/5.0 **Total Reviews:** 5 #### Who Is the Company Behind Orbitype? - **Seller:** [Webentertainer](https://www.g2.com/sellers/webentertainer) - **HQ Location:** Basel, CH - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ead777eb2c6ffebc2a7b392e23c20bcdd3588cc54edf70aa78fd6d745d7e0bb9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Forbitype-com%2F&secure%5Burl_type%5D=linkedin_company_website) 1 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 40% Small #### What Do G2 Reviewers Say About Orbitype? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **easy integrations** with existing structures, enhancing control and flexibility over their systems. - Users value the **easy management** features of Orbitype, seamlessly integrating with existing structures and managing access effectively. - Users appreciate the **flexibility** of Orbitype, enjoying control and seamless integration with their data. - Users find Orbitype's **seamless integration** with various hosting services and robust access management very convenient. - Users value the **seamless integrations** of Orbitype, enhancing control over data and automating workflows effortlessly. ##### Cons - Users face a **small learning curve** with Orbitype, but appreciate the freedom of ownership it provides. - Users find the **user interface confusing** , leading to difficulties in quickly accessing necessary tools amid overwhelming choices. - Users find the **poor UI** of Orbitype congested, making it difficult to quickly access necessary tools. #### What Are Recent G2 Reviews of Orbitype? **["Unrestricted Powerhouse for Automation and Content Research and Creation"](https://www.g2.com/survey_responses/orbitype-review-12245288)** **Rating:** 5.0/5.0 stars _— Aljoscha O._ [Read full review](https://www.g2.com/survey_responses/orbitype-review-12245288) **["Orbitype: A Time-Saver with Top-Notch Features"](https://www.g2.com/survey_responses/orbitype-review-12291260)** **Rating:** 5.0/5.0 stars _— Verified User_ [Read full review](https://www.g2.com/survey_responses/orbitype-review-12291260) ### [Boost.ai](https://www.g2.com/products/boost-ai/reviews) Boost.ai is the trusted leader in AI-powered customer experience solutions for regulated industries. Built for security, speed, and scale, the platform enables fast deployment, high-resolution rates, and full hybrid control through seamless orchestration of traditional NLU and LLMs. With over 650 successful deployments, 600 live virtual agents, and more than 150 million automated conversations, boost.ai helps enterprises around the world resolve with confidence, automate at scale, and trust every conversation. Proven performance and enterprise-grade reliability make boost.ai the partner of choice for leading brands across the world, including Nordea, Credit Union of Colorado, Sage, DNB, Trading 212, and more. Boost.ai is recognized as a Leader in Gartner’s 2025 Magic Quadrant™ for Conversational AI Platforms. Competitive differentiators #1: We deliver on what we promise to our customers to ensure their solution is live in days and weeks, not months and years (or never). #2: We enable our customers to stay in hybrid control and seamlessly move between traditional NLUs and LLMs to always deliver the right resolutions to their customers. #3: We are specialists in regulated industries ensuring safety, security and guardrails that customers (and their customers) can rely on. #4: We have the tools and platform to empower our customer's existing teams to be able to develop and deliver their conversational AI solution. Technical features of our platform #1: Hybrid AI Flexibility Combining multilingual, fine-tuned NLP and LLMs for AI Agent orchestration and dialogue management. #2: User friendly UI for non-technical builders Intuitive builder enabling non-technical teams to confidently design and deploy AI Agents in days. #3: Enterprise security and collaboration Guardrails, PII masking, role-based access, staging, audit trails, approval and testing pipelines. #4: Persona-based Automated Test Studio Persona-based testing simulating real-world dialogues at scale to validate AI Agent performance. #5: Specialized features for regulated industries Fine-tuned AI models, use case libraries, and integrations for banking, insurance, and public sector. **Average Rating:** 4.7/5.0 **Total Reviews:** 33 #### Who Is the Company Behind Boost.ai? - **Seller:** [Boost.ai](https://www.g2.com/sellers/boost-ai) - **Year Founded:** 2016 - **HQ Location:** Sandnes, Rogaland - **Twitter:** @boost\_ai\_ 513 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0f63e1dcf9426c59816d1f4545b84028c369bd0a9cc9be540f0eae13646465a3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fboost-ai%2Fabout&secure%5Burl_type%5D=linkedin_company_website) 170 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Telecommunications, Banking - **Company Size:** 38% Medium, 36% Large #### What Do G2 Reviewers Say About Boost.ai? _AI-generated summary from verified user reviews_ ##### Pros - Users find Boost.ai's platform to have a **straightforward and intuitive interface** , making it easy to use and master. - Users value the **intuitive interface and rich features** of Boost.ai, promoting seamless chatbot and voicebot integration. - Users appreciate the **helpfulness** of Boost.ai's support team, enhancing project success and user satisfaction. - Users commend Boost.ai for its **excellent customer support** , enhancing collaboration and responsiveness in their implementations. - Users commend Boost.ai for its **exceptional customer support** and effective tools that enhance service and experience. ##### Cons - Users find certain features of Boost.ai **hard to use and unclear** , affecting the overall experience and performance. - Users find the **AI limitations** in Boost.ai challenging, particularly regarding unclear features and inadequate reporting capabilities. - Users struggle with a **steep learning curve** , finding some features unclear and not intuitive initially. - Users express a desire for **greater customization** options in Boost.ai, particularly for analytics and reporting features. - Users find the **limited reporting and analytics features** of Boost.ai insufficient for effectively analyzing generative AI performance. #### What Are Recent G2 Reviews of Boost.ai? **["Excellent AI Platform with Strong Support"](https://www.g2.com/survey_responses/boost-ai-review-11855585)** **Rating:** 5.0/5.0 stars _— Nils N._ [Read full review](https://www.g2.com/survey_responses/boost-ai-review-11855585) **["Technical Associate"](https://www.g2.com/survey_responses/boost-ai-review-11569791)** **Rating:** 5.0/5.0 stars _— Leo ._ [Read full review](https://www.g2.com/survey_responses/boost-ai-review-11569791) #### What Are G2 Users Discussing About Boost.ai? - [What is Boost.ai used for?](https://www.g2.com/discussions/what-is-boost-ai-used-for) ### [Newo](https://www.g2.com/products/newo/reviews) Newo.ai is the only Voice AI Employee platform built for scale. Our 1-Click Voice AI Builder creates a fully functional, revenue-generating AI receptionist in under three minutes with just a website URL—no code required. Unlike generic AI tools, Newo.ai solves the biggest challenges in voice automation: AI Hallucinations – Our Supervisor/Observer architecture delivers a 99.7% Lead Success Score. Slow Deployment – 1-Click setup launches production-ready Voice AI Employees instantly. High Maintenance Costs – Centralized dashboards make large-scale updates simple. Your Voice AI Employee answers calls, books appointments, and engages across phone, SMS, Instagram, WhatsApp, Yelp, TikTok, and web chat—24/7, in multiple languages, with human-like conversations. Businesses that implement a Voice AI Employee see $25K–$50K in additional monthly revenue by capturing leads missed after hours or during peak times. The perfect white-label solution for IT firms, VoIP providers, CRM/POS vendors, and marketing/web design agencies, Newo.ai enables instant multi-client deployment, industry-specific templates, and measurable ROI through Additional Secured Revenue (ASR) tracking. **Average Rating:** 4.9/5.0 **Total Reviews:** 9 #### Who Is the Company Behind Newo? - **Seller:** [Newo.ai](https://www.g2.com/sellers/newo-ai) - **Year Founded:** 2023 - **HQ Location:** San Francisco, California, United States - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7b86d4128238d5cd8d251bb4ac53aa5d920fbd1e5a932b210d04115a892efcfb&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnewo-ai%2F&secure%5Burl_type%5D=linkedin_company_website) 77 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 91% Small, 45% Large #### What Do G2 Reviewers Say About Newo? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **seamless integrations** of Newo.ai, enhancing efficiency and boosting reservation bookings significantly. - Users find the **easy setup** of Newo.ai impressive, allowing them to quickly implement and enjoy its benefits. - Users find Newo.ai's **exceptional support and natural conversation flow** invaluable for enhancing customer interactions and efficiency. - Users love how Newo.ai is a **time-saving solution** that streamlines bookings, boosting efficiency and revenue significantly. - Users praise the **automation features** of Newo, seamlessly integrating lead scoring and enhancing the sales process. ##### Cons - Users express concern over the **lack of insight** into call origins, complicating the tracking of social media ad effectiveness. - Users find the **learning curve challenging** , needing initial trial and error before achieving desired conversation quality. #### What Are Recent G2 Reviews of Newo? **["Transformative AI with Quick Setup and Stellar Support"](https://www.g2.com/survey_responses/newo-review-12437841)** **Rating:** 5.0/5.0 stars _— Jacob B._ [Read full review](https://www.g2.com/survey_responses/newo-review-12437841) **["Rapid Deployment and AI Integration Excellence"](https://www.g2.com/survey_responses/newo-review-12438347)** **Rating:** 5.0/5.0 stars _— J Rio F._ [Read full review](https://www.g2.com/survey_responses/newo-review-12438347) ### [Odin AI](https://www.g2.com/products/odin-ai/reviews) Odin is an AI-powered tool developed by OneRealm.inc for commercial, technical, and educational use. While AI technology is developing rapidly and significantly, most of its potential is focused on very specific applications that rarely impact people’s everyday lives and jobs. Odin AI changes that by offering a powerful tool that assists, researches, creates, and enables. From marketers, communication experts, and academicians, to students, researchers, managers, and more, Odin can instantly enhance your professional efficiency and productivity while considerably bringing down the time and effort spent. **Average Rating:** 3.9/5.0 **Total Reviews:** 4 #### Who Is the Company Behind Odin AI? - **Seller:** [Odin AI](https://www.g2.com/sellers/odin-ai) - **Year Founded:** 2023 - **HQ Location:** Los Angeles, US - **Twitter:** @GetOdinAI 262 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=cbfef7c0b79640b3520c8a3572bc2123e742f2b676232d6bab749de1d8765469&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fget-odin-ai&secure%5Burl_type%5D=linkedin_company_website) 46 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Medium #### What Do G2 Reviewers Say About Odin AI? _AI-generated summary from verified user reviews_ ##### Pros - Users commend Odin AI for its **ease of use** , allowing effortless integration and creation of AI agents without coding. - Users value the **seamless integrations** of Odin AI, enhancing productivity with effortless connections to multiple tools. - Users value the **easy setup** of Odin AI, seamlessly integrating with various AI applications effortlessly. - Users appreciate the **integration capabilities** of Odin AI, seamlessly connecting with various AI applications and tools. - Users love the **simplicity of creating AI agents** with Odin, appreciating its seamless integration with multiple tools. ##### Cons - Users feel that the **feature complexity** of Odin AI could be improved for a smoother experience. - Users report that **customer support is lacking** , leading to frustration when seeking assistance with advanced features. - Users note that the **prompt issues** can lead to inconsistent functionality, affecting overall user experience. #### What Are Recent G2 Reviews of Odin AI? **["A must for marketers and project managers!"](https://www.g2.com/survey_responses/odin-ai-review-8541681)** **Rating:** 5.0/5.0 stars _— Akhilesh B._ [Read full review](https://www.g2.com/survey_responses/odin-ai-review-8541681) **["All in one innovative AI virtual assistant"](https://www.g2.com/survey_responses/odin-ai-review-9448183)** **Rating:** 5.0/5.0 stars _— Faris A._ [Read full review](https://www.g2.com/survey_responses/odin-ai-review-9448183) ### [Abacus.ai](https://www.g2.com/products/abacus-ai/reviews) Abacus.ai is an AI Super Assistant and Generative AI platform designed to help individuals and businesses build, automate, and scale intelligent applications with ease. The platform enables users to create AI-powered workflows, deploy autonomous AI agents, and build full-stack applications using natural language. From app development and data analysis to content generation and automation, Abacus.ai brings multiple AI capabilities into a single unified environment. With tools like Deep Agent, users can turn simple prompts into fully functional applications complete with backend, database, and user interfaces. This significantly reduces development time and eliminates the need for complex technical setup. Abacus.ai focuses on productivity, automation, and real-world use cases, making it accessible for developers, teams, and non-technical users alike. By combining Generative AI, AI agents, and workflow automation, it empowers users to move from idea to execution faster than ever before. **Average Rating:** 4.3/5.0 **Total Reviews:** 13 #### Who Is the Company Behind Abacus.ai? - **Seller:** [Abacus.ai](https://www.g2.com/sellers/abacus-ai-d51997db-0593-4bfa-8d46-7702af464544) - **HQ Location:** United States - **Twitter:** @abacusai 99,644 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=590f10a69ddab35dae4c23f842afe7ae2b66a80dca2575e707070bd502b0e0e8&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fabacus%2F&secure%5Burl_type%5D=linkedin_company_website) 997 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Computer Software - **Company Size:** 57% Medium, 36% Small #### What Do G2 Reviewers Say About Abacus.ai? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **ease of use** of Abacus.ai, enjoying simplified model-building without extensive coding knowledge. - Users love the **affordability** of Abacus.ai, gaining access to multiple advanced AI models at a competitive price. - Users value the **user-friendly AI capabilities** of Abacus.ai, simplifying complex tasks like forecasting without deep expertise. - Users value the **automation capabilities** of Abacus.ai, simplifying complex tasks for those less experienced in AI. - Users love the **easy integrations** of Abacus.ai, consolidating top AI tools at an affordable price. ##### Cons - Users find the **high cost** of Abacus.ai to be a significant barrier for small companies or individual users. - Users find the **filtering issues** of Abacus.ai limiting, especially when compared to accessible ChatGPT plugins. - Users find the **pricing and customization options lacking** , particularly for advanced users or smaller budgets. - Users find the **limited customization** options less suitable for advanced users and smaller companies with tight budgets. - Users find the **limited features** of Abacus.ai restrictive compared to the expansive options available with ChatGPT. #### What Are Recent G2 Reviews of Abacus.ai? **["All-in-One AI Platform That Saves Time with Smooth Automation"](https://www.g2.com/survey_responses/abacus-ai-review-12511354)** **Rating:** 5.0/5.0 stars _— Aditya P._ [Read full review](https://www.g2.com/survey_responses/abacus-ai-review-12511354) **["Abacus: Complete, Easy-to-Use Corporate IA Tool — Now Essential to My Workflow"](https://www.g2.com/survey_responses/abacus-ai-review-13052573)** **Rating:** 5.0/5.0 stars _— Leonidas R._ [Read full review](https://www.g2.com/survey_responses/abacus-ai-review-13052573) #### What Are G2 Users Discussing About Abacus.ai? - [What is Abacus.ai used for?](https://www.g2.com/discussions/what-is-abacus-ai-used-for) ### [Appmixer](https://www.g2.com/products/appmixer/reviews) Next-generation integration platform with an embeddable AI-powered automation designer and the only true self-hosted offering. **Average Rating:** 4.7/5.0 **Total Reviews:** 51 #### Who Is the Company Behind Appmixer? - **Seller:** [client IO s.r.o.](https://www.g2.com/sellers/client-io-s-r-o) - **Year Founded:** 2014 - **HQ Location:** Prague, Czech Republic - **Twitter:** @jointjs 376 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e8ed5789bdce97de6df02384a197d871cf163a6d8c7833114b4b1c8f039d19e1&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fshowcase%2Fjointjs-diagramming-framework%2F&secure%5Burl_type%5D=linkedin_company_website) #### Who Uses This Product? - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 63% Small, 37% Medium #### What Do G2 Reviewers Say About Appmixer? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **flexibility** of Appmixer’s SDK, enabling tailored integrations without extensive engineering resources. - Users love the **easy integration and automation** features of Appmixer, enhancing both administration and user experience. - Users appreciate the **flexibility of custom connectors** , reducing the need for extensive engineering resources for integrations. - Users commend the **excellent customer support** of Appmixer, appreciating their collaborative approach and flexibility. - Users appreciate the **amazing ease of use** with Appmixer, making integration and management hassle-free for everyone. ##### Cons - Users feel that **error handling** needs improvement, which could significantly enhance the functionality of Appmixer. - Users find the **cost challenging** for small SaaS solutions, though support is available during the scaling phase. #### What Are Recent G2 Reviews of Appmixer? **["A Convenient, Reliable Foundation for Third-Party Connections"](https://www.g2.com/survey_responses/appmixer-review-13059005)** **Rating:** 4.0/5.0 stars _— Donal L._ [Read full review](https://www.g2.com/survey_responses/appmixer-review-13059005) **["Wide range of Integrations and Solid AI Support for Building Agentic Flows"](https://www.g2.com/survey_responses/appmixer-review-12654089)** **Rating:** 4.0/5.0 stars _— Oscar B._ [Read full review](https://www.g2.com/survey_responses/appmixer-review-12654089) ### [Hebbia AI](https://www.g2.com/products/hebbia-ai-2026-02-24/reviews) Hebbia is an advanced AI platform purpose-built for financial institutions to transform how analysts, bankers, and investors handle document-intensive workflows. Its flagship product, Matrix, serves as a co-pilot for finance, automating processes that rely on parsing and analyzing vast sets of PDFs, spreadsheets, and data rooms. How Matrix Works Matrix leverages large language models (LLMs) such as OpenAI and Anthropic, but extends them with agentic execution that decomposes financial queries into multi-step actions. The system presents results in a transparent data grid with citations, so teams can audit, verify, and collaborate in real time. Key Features Financial Data Analysis at Scale: Extracts and structures information from CIMs, loan agreements, credit models, and filings with unmatched speed and accuracy. Multi-Modal Processing: Handles PDFs, spreadsheets, redlines, emails, and nested tables seamlessly. Agentic Execution: Breaks down valuation, comps, and diligence queries into actionable steps for precise outcomes. Transparent AI Grid: Shows every reasoning step, making workflows auditable and collaborative. Enterprise-Grade Security: End-to-end encryption trusted by top investment banks and funds. The Value Matrix makes financial workflows up to ten times faster and more accurate. By automating the extraction, structuring, and analysis of millions of documents, Hebbia helps finance professionals overcome information overload and move from raw data to investment decisions in record time. Unlike generic LLM solutions, Hebbia integrates seamlessly with existing financial data sources and requires no custom model training—delivering immediate business value that compounds over time. **Average Rating:** 4.4/5.0 **Total Reviews:** 28 #### Who Is the Company Behind Hebbia AI? - **Seller:** [Hebbia](https://www.g2.com/sellers/hebbia) - **Year Founded:** 2020 - **HQ Location:** New York, NY - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ae74614e9a3b05ef5019f7b4f2a656f2851a7cb42814a57646e46df4cbcf2993&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fhebbia%2F&secure%5Burl_type%5D=linkedin_company_website) 159 employees on LinkedIn® - **Phone:** 212-655-5043 #### Who Uses This Product? - **Top Industries:** Financial Services, Information Technology and Services - **Company Size:** 45% Medium, 32% Small #### What Do G2 Reviewers Say About Hebbia AI? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **intuitive features** of Hebbia AI, enhancing their workflow and streamlining information extraction processes. - Users appreciate the **efficient document management** capabilities of Hebbia AI, significantly enhancing their workflow and saving valuable time. - Users find Hebbia AI to be **extremely useful** , significantly enhancing productivity and saving valuable time in asset management tasks. - Users appreciate the **ease of use** of Hebbia AI, enjoying its intuitive interface and streamlined research processes. - Users find Hebbia AI extremely **helpful** for streamlining tasks and enhancing research efficiency across multiple documents. ##### Cons - Users find the **file management interface cumbersome** , especially when handling numerous files and seeking customization options. - Users face **usage limitations** with Hebbia AI due to lack of customization and basic functionality issues. - Users find the **poor usability** of Hebbia AI frustrating, especially when managing multiple documents and navigating its interface. - Users face **upload issues** with Hebbia, finding the file management interface cumbersome and lacking integration with Sharepoint. - Users find that Hebbia AI lacks **context understanding** , often providing irrelevant or incomplete answers to specific queries. #### What Are Recent G2 Reviews of Hebbia AI? **["Hebbia AI Makes Unstructured Document Research Fast, Accurate, and Intuitive"](https://www.g2.com/survey_responses/hebbia-ai-review-13227203)** **Rating:** 4.5/5.0 stars _— Atharva S._ [Read full review](https://www.g2.com/survey_responses/hebbia-ai-review-13227203) **["Hebbia AI Delivers Fast, Cited Insights Across Unstructured Documents"](https://www.g2.com/survey_responses/hebbia-ai-review-13213280)** **Rating:** 4.5/5.0 stars _— Subhashree S._ [Read full review](https://www.g2.com/survey_responses/hebbia-ai-review-13213280) ### [NinjaCat](https://www.g2.com/products/ninjacat/reviews) NinjaCat is the all-in-one performance data and AI agent platform built for enterprise marketing teams. We help agencies, media companies, and brands unify campaign data, automate reporting, and execute marketing workflows with intelligent agents. NinjaCat connects to 150+ marketing platforms, normalizes your data in a fully managed warehouse, and delivers real-time insights through dashboards and custom reports. And with our growing library of AI agents, teams can go from insight to action—faster than ever. No more data chaos. No more Frankenstack. Just marketing that moves. Key capabilities include: --150+ prebuilt marketing data connectors --Fully managed Data Cloud --ETL + semantic data modeling --Report templates & interactive dashboards --Budget and KPI monitoring --AI Agents for tasks like paid search, reporting, ad ops & more --Enterprise-grade security and scale **Average Rating:** 4.2/5.0 **Total Reviews:** 312 #### Who Is the Company Behind NinjaCat? - **Seller:** [NinjaCat](https://www.g2.com/sellers/ninjacat) - **Year Founded:** 2012 - **HQ Location:** New York, NY - **Twitter:** @NinjaCat\_io 1,000 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8c0f89916fb7fe9371b4942b37adaa8b6d0f0a901cb240f7c0d9f9e0dd0c0b6d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F4973948%2F&secure%5Burl_type%5D=linkedin_company_website) 55 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Account Manager, Digital Marketing Specialist - **Top Industries:** Marketing and Advertising, Computer Software - **Company Size:** 55% Small, 36% Medium #### What Do G2 Reviewers Say About NinjaCat? _AI-generated summary from verified user reviews_ ##### Pros - Users find NinjaCat's interface to be **incredibly easy to use** , allowing for seamless dashboard and report creation. - Users find the **customer support** at NinjaCat to be incredibly helpful during setup and usage, enhancing their experience. - Users value the **easy integrations** of NinjaCat, allowing seamless connections for comprehensive dashboards and reports. - Users appreciate the **seamless integrations** of NinjaCat, enabling effortless data connection across multiple platforms for reporting. - Users find the **navigation ease** of NinjaCat incredibly helpful and straightforward, enhancing their overall experience. ##### Cons - Users experience **application instability** , causing breakdowns that disrupt their ability to effectively use NinjaCat. - Users experience **software bugs** in NinjaCat, which can disrupt functionality despite its sophisticated technology. #### What Are Recent G2 Reviews of NinjaCat? **["The best experience"](https://www.g2.com/survey_responses/ninjacat-review-11775284)** **Rating:** 5.0/5.0 stars _— Quoc Nhat T._ [Read full review](https://www.g2.com/survey_responses/ninjacat-review-11775284) **["Endless Possibilities and Effortless Reporting with Ninjacat"](https://www.g2.com/survey_responses/ninjacat-review-12180387)** **Rating:** 5.0/5.0 stars _— Verified User in Marketing and Advertising_ [Read full review](https://www.g2.com/survey_responses/ninjacat-review-12180387) #### What Are G2 Users Discussing About NinjaCat? - [What is NinjaCat used for?](https://www.g2.com/discussions/what-is-ninjacat-used-for) ### [QAnswer](https://www.g2.com/products/qanswer/reviews) Build LLM assistants in minutes Question Answering Made Easy : Perform advanced question answering on your data effortlessly Natural Language Brilliance Experience the ease of interacting with our app using natural language. Contextual Insights Get transparent answers with clear sources, providing context for each response. **Average Rating:** 5.0/5.0 **Total Reviews:** 3 #### Who Is the Company Behind QAnswer? - **Seller:** [The QA Company](https://www.g2.com/sellers/the-qa-company) - **Year Founded:** 2019 - **HQ Location:** Lyon, FR - **LinkedIn® Page:** [fr.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8850b0354d24f994a3ba4650d4e96c0342cdb361e416114007d4812b04f7ddb6&secure%5Burl%5D=https%3A%2F%2Ffr.linkedin.com%2Fcompany%2Fqanswer&secure%5Burl_type%5D=linkedin_company_website) 22 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 33% Large, 33% Medium #### What Do G2 Reviewers Say About QAnswer? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **knowledge access** of QAnswer, efficiently retrieving tailored information from various sources with precision. - Users praise QAnswer for its **accuracy** , effectively delivering precise and contextually relevant information from various sources. - Users value the **contextual understanding** of QAnswer, enhancing their search experience with precise and relevant information retrieval. - Users value the **exceptional conversational interaction** of QAnswer, enhancing their experience with AI systems and support. - Users value the **first-class customer support** provided by QAnswer, enhancing their experience and satisfaction. ##### Cons - Users report that QAnswer has **low accuracy** when handling complex queries, leading to unsatisfactory responses. - Users find the **poor documentation** for QAnswer frustrating, especially the lack of complete API guides. - Users experience **translation issues** with QAnswer due to lack of French support and incomplete API documentation. #### What Are Recent G2 Reviews of QAnswer? **["Using QAnswer for chatbots at the European Commission"](https://www.g2.com/survey_responses/qanswer-review-10371240)** **Rating:** 5.0/5.0 stars _— Verified User in Government Administration_ [Read full review](https://www.g2.com/survey_responses/qanswer-review-10371240) **["Easily create AI Assistants"](https://www.g2.com/survey_responses/qanswer-review-10349670)** **Rating:** 5.0/5.0 stars _— Dennis D._ [Read full review](https://www.g2.com/survey_responses/qanswer-review-10349670) ### [ServiceNow EmployeeWorks](https://www.g2.com/products/servicenow-employeeworks/reviews) Moveworks unifies every business system with natural language, giving employees one place to go to find information, automate tasks, and be more productive, increasing employee efficiency and satisfaction by streamlining everyday tasks. Powered by a pioneering agentic AI infrastructure that leverages the world’s most advanced LLMs and our proprietary MoveLM models, Moveworks understands employee requests, devises intelligent plans, and executes actions to complete tasks across application boundaries in over 100 languages. More than 350 brands, such as Toyota, Spotify, GitHub, Marriott, Snowflake, Unity, Databricks, Broadcom, Hearst, and Palo Alto Networks, trust Moveworks to automate menial tasks and power a universal search interface across business applications. Learn more at moveworks.com. **Average Rating:** 4.4/5.0 **Total Reviews:** 113 #### Who Is the Company Behind ServiceNow EmployeeWorks? - **Seller:** [ServiceNow](https://www.g2.com/sellers/servicenow) - **Company Website:** www.servicenow.com - **Year Founded:** 2004 - **HQ Location:** Santa Clara, CA - **Twitter:** @servicenow 55,548 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8f146dd2da6255ae21db2f89043b268912043fe250660dfee40ba3c0574bb1ba&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F29352%2F&secure%5Burl_type%5D=linkedin_company_website) 35,081 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 62% Large, 13% Small #### What Do G2 Reviewers Say About ServiceNow EmployeeWorks? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **high efficiency** of Moveworks, significantly improving IT support and saving valuable time. - Users find Moveworks to be **easy to use** , enhancing efficiency and providing fast, coherent responses effortlessly. - Users commend Moveworks for its **impressive AI integration** that enhances efficiency and streamlines IT support effectively. - Users commend the **impressive AI integration** in Moveworks, enhancing efficiency and streamlining IT support significantly. - Users value the **time-saving capabilities** of Moveworks, significantly reducing incident resolution time and improving efficiency. ##### Cons - Users face challenges with the **complexity of integration** in Moveworks, impacting efficiency and usability. - Users find the **learning curve steep** due to complex integration and significant time commitment needed for customization. - Users find the **time-consuming integration** with Moveworks challenging, requiring significant effort for optimal performance. - Users express concern about **integration limitations** of Moveworks, particularly for non-ServiceNow platforms affecting overall functionality. - Users note the **delayed response** times from Moveworks can hinder their overall experience and support effectiveness. #### What Are Recent G2 Reviews of ServiceNow EmployeeWorks? **["Efficient AI Search Tool with Room for UI Enhancements"](https://www.g2.com/survey_responses/servicenow-employeeworks-review-12768942)** **Rating:** 4.5/5.0 stars _— Sruthi K._ [Read full review](https://www.g2.com/survey_responses/servicenow-employeeworks-review-12768942) **["Seamless Slack/Teams Integration That Resolves IT Requests Fast"](https://www.g2.com/survey_responses/servicenow-employeeworks-review-12688111)** **Rating:** 4.5/5.0 stars _— HIMANSHU M._ [Read full review](https://www.g2.com/survey_responses/servicenow-employeeworks-review-12688111) #### What Are G2 Users Discussing About ServiceNow EmployeeWorks? - [What is Moveworks used for?](https://www.g2.com/discussions/what-is-moveworks-used-for) ### [ToolJet](https://www.g2.com/products/tooljet/reviews) ToolJet is an AI-native, open-source low-code platform designed to help teams build and deploy custom internal tools with speed and security. Since its launch in 2021, ToolJet has attracted a diverse user base, including startups, large enterprises, and public institutions. With flexible deployment options—cloud or self-hosted—it meets a wide range of security and compliance needs, making it a versatile choice for organizations of all sizes. What sets ToolJet apart is its AI-powered app building experience. Users can create full-featured applications simply by describing their requirements in plain English-no coding or technical expertise required. ToolJet’s AI generates the logic, builds the UI, and connects data sources in just minutes. This prompt-driven approach accelerates internal tool development, enabling anyone on the team to quickly build dashboards, approval systems, and workflows. For advanced use cases, users can further customize their apps with JavaScript and server-side workflows, blending AI convenience with developer-level flexibility. The platform is especially valuable for teams looking to streamline their internal processes. ToolJet supports over 70 data sources out of the box, including popular databases like PostgreSQL and MongoDB, as well as REST and GraphQL APIs. It also integrates easily with SaaS tools such as Google Sheets and Stripe, and connects to cloud storage services like AWS S3 and Google Cloud Storage. This broad compatibility enables users to connect their existing data sources effortlessly and build comprehensive internal tools tailored to their requirements. In addition to its robust technology, ToolJet offers dedicated support to help teams succeed at every stage. Users have access to comprehensive documentation, an active community forum, and responsive technical support channels. For enterprise customers, ToolJet provides priority support and personalized onboarding to ensure smooth implementation and fast issue resolution. As an open-source platform, ToolJet offers true flexibility without vendor lock-in. Organizations can tailor the platform to their unique needs, retaining full control over their internal tools. This open model fosters a community-driven environment where users contribute to the platform’s development, share insights, and collaborate on improvements, continuously enriching the ToolJet ecosystem. **Average Rating:** 4.6/5.0 **Total Reviews:** 53 #### Who Is the Company Behind ToolJet? - **Seller:** [ToolJet](https://www.g2.com/sellers/tooljet) - **Year Founded:** 2021 - **HQ Location:** San Francisco, US - **Twitter:** @ToolJet 1,953 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b799f9c320b18663ba61d03f953458dca3383d6705e518aa05074f4e48951da5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftooljet%2F&secure%5Burl_type%5D=linkedin_company_website) 68 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 42% Small, 30% Medium #### What Do G2 Reviewers Say About ToolJet? _AI-generated summary from verified user reviews_ ##### Pros - Users praise the **ease of use** of ToolJet, enabling quick setup and efficient tool creation without coding expertise. - Users appreciate the **easy setup** of ToolJet, enabling quick creation of tools and dashboards with minimal effort. - Users love ToolJet for its **no coding** capabilities, enabling quick and easy internal app development with a user-friendly interface. - Users value the **easy integrations** in ToolJet, which streamline workflows and enhance efficiency in application development. - Users appreciate the **seamless integration capabilities** of ToolJet, enabling quick setup and efficient internal tool development. ##### Cons - Users find the **learning curve steep** due to hidden features and the need for coding knowledge for advanced options. - Users often face **slow performance** with ToolJet, especially when handling heavy or complex tasks, affecting productivity. - Users express frustration with **limited customization** in ToolJet, hindering advanced design and performance for complex applications. - Users experience **performance issues** with slowdowns on heavy pages and complex dashboards, impacting task efficiency. - Users find the **missing features** in ToolJet, such as limited customizations and hidden options, frustrating and inconvenient. #### What Are Recent G2 Reviews of ToolJet? **["Flexible, AI-Powered Low-Code Platform for Enterprise Apps"](https://www.g2.com/survey_responses/tooljet-review-12049179)** **Rating:** 4.5/5.0 stars _— Aneisha V._ [Read full review](https://www.g2.com/survey_responses/tooljet-review-12049179) **["ToolJet Supercharges Internal Tool Development with Ease and Flexibility"](https://www.g2.com/survey_responses/tooljet-review-11985833)** **Rating:** 4.0/5.0 stars _— Himanshu B._ [Read full review](https://www.g2.com/survey_responses/tooljet-review-11985833) ### [Voicing AI](https://www.g2.com/products/voicing-ai/reviews) Voicing AI is an enterprise-grade agentic voice AI platform that transforms business communications through intelligent automation. Our AI agents go beyond basic conversation - they take real actions like closing tickets, updating CRMs, scheduling appointments, and resolving complex queries with human-like precision. Key Capabilities: Truly Agentic: Performs actions across 100+ enterprise systems, not just conversations Lightning Fast: Sub-500ms response times for seamless interactions Multilingual: Fluent conversations in 30+ languages Industry-Specific Intelligence: Purpose-built LLMs for context-aware, accurate interactions Enterprise-Ready: SOC2 and HIPAA compliant with built-in hallucination control and strict guardrails Proven ROI: Delivers significant productivity gains while reducing operational costs Voicing AI enables enterprises to scale their customer service, sales, and support operations with AI agents that think, understand, and act - creating exceptional experiences while driving measurable business outcomes. **Average Rating:** 5.0/5.0 **Total Reviews:** 3 #### Who Is the Company Behind Voicing AI? - **Seller:** [Voicing AI](https://www.g2.com/sellers/voicing-ai) - **Year Founded:** 2024 - **HQ Location:** N/A - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9507790f99e31cca2fd0424a4aed7fe02507bbc65ba0300718901cd5c0091f02&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fvoicing-ai%2F&secure%5Burl_type%5D=linkedin_company_website) 50 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 67% Small, 33% Medium #### What Do G2 Reviewers Say About Voicing AI? _AI-generated summary from verified user reviews_ ##### Pros - Users commend the **low latency and human-like responses** of Voicing AI, enhancing real interactions significantly. - Users commend the **human-like conversational agents** of Voicing AI, enhancing interactions and providing seamless integration. - Users appreciate the **seamless API integration** of Voicing AI, enhancing user interaction with human-like conversational agents. - Users praise the **exceptional efficiency** of Voicing AI, benefiting from quick and smooth interactions in real-time communication. #### What Are Recent G2 Reviews of Voicing AI? **["One of the Most Natural & Reliable AI Voice Solutions We’ve Used"](https://www.g2.com/survey_responses/voicing-ai-review-11979644)** **Rating:** 5.0/5.0 stars _— Shivam P._ [Read full review](https://www.g2.com/survey_responses/voicing-ai-review-11979644) **["Human-like Conversational Agents with Seamless Integration"](https://www.g2.com/survey_responses/voicing-ai-review-11990044)** **Rating:** 5.0/5.0 stars _— Bhaskar Raju K._ [Read full review](https://www.g2.com/survey_responses/voicing-ai-review-11990044) - [‹ Prev ‹ Prev](/categories/ai-agent-builders?order=g2_score&page=4#product-list) - [1](/categories/ai-agent-builders?order=g2_score#product-list) - [2](/categories/ai-agent-builders?order=g2_score&page=2#product-list) - [3](/categories/ai-agent-builders?order=g2_score&page=3#product-list) - [4](/categories/ai-agent-builders?order=g2_score&page=4#product-list) - 5 - [6](/categories/ai-agent-builders?order=g2_score&page=6#product-list) - [7](/categories/ai-agent-builders?order=g2_score&page=7#product-list) - [8](/categories/ai-agent-builders?order=g2_score&page=8#product-list) - [9](/categories/ai-agent-builders?order=g2_score&page=9#product-list) - … - [31](/categories/ai-agent-builders?order=g2_score&page=31#product-list) - [32](/categories/ai-agent-builders?order=g2_score&page=32#product-list) - [Next › Next ›](/categories/ai-agent-builders?order=g2_score&page=6#product-list) Spotlight Categories [Product Information Management (PIM) Systems](https://www.g2.com/categories/product-information-management-pim) [Identity and Access Management (IAM) Software](https://www.g2.com/categories/identity-and-access-management-iam) [Environmental Health and Safety Software](https://www.g2.com/categories/environmental-health-and-safety) [Marketing Analytics Tools](https://www.g2.com/categories/marketing-analytics) [Chatbots Software](https://www.g2.com/categories/chatbots) Similar Categories - [AI Agents](/categories/ai-agents) [Browse AI Agent Builders Themes](/categories/ai-agent-builders/themes) ![Bijou Barry](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Bijou Barry") BB Researched and written by [Bijou Barry](https://research.g2.com/insights/author/bijou-barry) Updated April 29, 2026 AI agent builders are platforms purpose-built to create, configure, deploy, and manage AI agent software entities that autonomously pursue goals, execute multi-step tasks, and take actions across connected systems with minimal human intervention. Unlike tools that have added AI assistance or copilot features as a layer on top of existing functionality, AI agent builders are primarily oriented around the agent development lifecycle: defining agent goals and behaviors, connecting agents to tools and data sources, orchestrating multi-step or multi-agent workflows, and monitoring agent performance over time. These platforms enable agents to reason across context, chain actions together, call external APIs and services, and operate asynchronously, going beyond responding to individual user queries to proactively completing work on a user's behalf. This distinguishes them from [conversational interface agents](https://www.g2.com/categories/conversational-interface-agents), which are primarily focused on the human-to-system interaction layer, and from [chatbot software](https://www.g2.com/categories/chatbots), which handles reactive, turn-by-turn dialogue. AI agent builders are used across functions, including customer support, sales development, IT operations, HR, and back-office automation. They are deployed by technical and non-technical builders seeking to automate complex, multi-step business processes that previously required human judgment or coordination across multiple systems. These platforms typically offer a dedicated environment for designing agent logic and workflows, integration with enterprise systems such as [CRM software](https://www.g2.com/categories/crm), knowledge bases, ticketing systems, and external APIs, and tools for testing, observing, and iterating on agent behavior in production. To qualify for inclusion in the AI Agent Builders category, a product must: - Provide a dedicated environment for building and configuring AI agents, including defining goals, instructions, behaviors, and the tools or data sources agents can access - Enable agents to run multi-step, goal-directed workflows autonomously, not just respond to individual queries - Support integration with external systems, APIs, or enterprise data sources that agents can read from or write to as part of task execution - Integrate deeply with business systems, such as CRM or knowledge bases, ensuring data-driven and role-specific interactions - Offer tools to monitor, evaluate, and iterate on agent performance, such as logs, analytics dashboards, or testing environments - Allow for human-in-the-loop controls, including escalation paths, approval steps, or override mechanisms - Maintain security, compliance, and data privacy protocols appropriate for enterprise deployment Show More