# Best AI Agent Builders Software - Page 2 *By [Bijou Barry](https://research.g2.com/insights/author/bijou-barry)* 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 ## How Many AI Agent Builders Software Products Does G2 Track? **Total Products under this Category:** 276 ### Category Stats (May 2026) - **Average Rating**: 4.63/5 - **New Reviews This Quarter**: 930 - **Buyer Segments**: Small-Business 43% │ Mid-Market 33% │ Enterprise 24% - **Top Trending Product**: Kuga (+0.042) *Last updated: May 18, 2026* ## How Does G2 Rank AI Agent Builders Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 78,800+ Authentic Reviews - 276+ 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. ## Top AI Agent Builders Software at a Glance | # | Product | Rating | Best For | What Users Say | |---|---------|--------|----------|----------------| | 1 | [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews) | 4.3/5.0 (1,072 reviews) | Salesforce-native autonomous agent building and deployment | "[Agentforce Makes Enterprise AI with Salesforce Truly Headless](https://www.g2.com/survey_responses/salesforce-agentforce-review-12717613)" | | 2 | [UiPath Agentic Automation](https://www.g2.com/products/uipath-agentic-automation/reviews) | 4.6/5.0 (6,097 reviews) | RPA-native agentic orchestration with human-in-the-loop | "[Easy to learn & User friendly RPA tool](https://www.g2.com/survey_responses/uipath-agentic-automation-review-2433738)" | | 3 | [Zapier](https://www.g2.com/products/zapier/reviews) | 4.5/5.0 (2,032 reviews) | No-code agent-building with cross-app workflow automation | "[Seamless Cross-Platform Automation That Scales Marketing Operations](https://www.g2.com/survey_responses/zapier-review-12704192)" | | 4 | [ServiceNow AI Agents](https://www.g2.com/products/servicenow-ai-agents/reviews) | 4.3/5.0 (362 reviews) | ServiceNow-native agentic ITSM workflow automation | "[ServiceNow AI Agents Streamline Workflows and Reduce Manual Effort](https://www.g2.com/survey_responses/servicenow-ai-agents-review-12617915)" | | 5 | [CloseBot](https://www.g2.com/products/closebot/reviews) | 4.8/5.0 (162 reviews) | Goal-based lead qualification and conversational appointment-booking | "[CloseBot Turns Conversations Into Booked Business—A Consistent Sales Assistant](https://www.g2.com/survey_responses/closebot-review-12679782)" | | 6 | [Lindy](https://www.g2.com/products/lindy-lindy/reviews) | 4.9/5.0 (171 reviews) | No-code multi-step agent building with natural-language prompting | "[Lindy.ai is Like Hiring a Virtual Assistant Team for a Fraction of the Cost](https://www.g2.com/survey_responses/lindy-review-11790383)" | | 7 | [Asana](https://www.g2.com/products/asana/reviews) | 4.4/5.0 (13,102 reviews) | AI-automated cross-team workflow orchestration | "[Asana Keeps Teams Aligned with Clear Project Visibility and Efficient Workflows](https://www.g2.com/survey_responses/asana-review-12854281)" | | 8 | [Jotform AI Agents](https://www.g2.com/products/jotform-ai-agents/reviews) | 4.5/5.0 (596 reviews) | No-code conversational agent deployment with trainable knowledge bases | "[Intuitive Automation That Streamlines Workflows and Saves Hours](https://www.g2.com/survey_responses/jotform-ai-agents-review-12689359)" | | 9 | [Databricks](https://www.g2.com/products/databricks/reviews) | 4.6/5.0 (750 reviews) | — | "[Databricks Boosts Scalable Data Processing and Team Collaboration](https://www.g2.com/survey_responses/databricks-review-12834252)" | | 10 | [IBM watsonx.ai](https://www.g2.com/products/ibm-watsonx-ai/reviews) | 4.4/5.0 (133 reviews) | Governed enterprise AI agent development and deployment | "[Comprehensive AI Platform with Steep Learning Curve](https://www.g2.com/survey_responses/ibm-watsonx-ai-review-12555087)" | ## Which AI Agent Builders Software Is Best for Your Use Case? - **Leader:** [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews) - **Highest Performer:** [CloseBot](https://www.g2.com/products/closebot/reviews) - **Easiest to Use:** [CloseBot](https://www.g2.com/products/closebot/reviews) - **Top Trending:** [n8n](https://www.g2.com/products/n8n/reviews) - **Best Free Software:** [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews) ## Which Type of AI Agent Builders Software Tools Are You Looking For? - [ AI Agent Builders Software](https://www.g2.com/categories/ai-agent-builders) *(current)* - [AI Agents For Business Operations](https://www.g2.com/categories/ai-agents-for-business-operations) - [AI Chatbots Software](https://www.g2.com/categories/ai-chatbots) - [AI Orchestration Software](https://www.g2.com/categories/ai-orchestration) --- **Sponsored** ### ThoughtSpot ThoughtSpot is the Agentic Analytics Platform company for the enterprise. With natural language and AI, ThoughtSpot empowers everyone in an organization to ask data questions, get answers, and take action. Code-first for data teams and code-free for business users, ThoughtSpot is intuitive enough for anyone to use, yet built to handle large, complex cloud data at scale. Customers like Coca-Cola, Hilton Worldwide, and Capital One are unlocking the full potential of their data with ThoughtSpot. 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I describe AI agent builders as platforms that allow teams to design automated agents capable of performing tasks, handling conversations, and integrating with internal systems. These tools provide a controlled environment to outline an agent’s logic, define triggers, and connect data sources, enabling it to operate reliably. Instead of writing every action from scratch, I can structure workflows, permissions, and knowledge inputs in a single, centralized location. ### Why do businesses use AI agent builders? I’ve seen most teams seek ways to automate repetitive tasks without compromising quality. AI agent builders support that by managing predictable interactions and routing more complex requests to humans when needed. They help offload work while maintaining consistent responses. Based on the G2 review data I’ve analyzed, a few themes appear frequently: - Users mention that automated workflows reduce the time spent on routine operations. - Many appreciate visual design tools that simplify building multi-step logic. - Reviewers highlight integrations that let agents access CRMs, ticketing systems, or internal data. - Several bring up improvements in customer response time when agents handle first-touch inquiries. These shared points show how AI agent builders help teams improve efficiency and maintain predictable outcomes. ### Who usually uses AI agent builders? Based on G2 review insights, the groups that rely heavily on AI agent builders include: - **Support teams** handle common issues before transferring to an agent. - **Operations teams** automate internal tasks such as updates, routing, and notifications. - **Marketing and CX teams** build assistants that guide customers through decisions or troubleshoot questions. - **Technical teams** design advanced workflows tied to APIs and backend systems. Each group uses agents differently, but the goal remains the same: to streamline tasks while maintaining a consistent experience. ### What types of AI agent builders should I consider? G2 reviewers often distinguish agent builders by their complexity and intended users. The types I see most frequently include: - **No-code builders** that rely on visual editors for non-technical teams. - **Low-code platforms** that blend visual design with scripting or API calls. - **Enterprise-focused systems** offering governance, audit trails, and security controls. - **Function-specific builders** tailored for support, sales, or workflow automation. The best fit depends on your team’s technical comfort and the sophistication of the tasks you want the agent to handle. ### What are the core features to look for in AI agent builders? When I sort through G2 feedback in this category, a handful of features consistently show up as make-or-break for successful deployment. - **Workflow design** for mapping how an agent processes inquiries. - **Knowledge connectors** that allow agents to reference documents or internal data. - **Guardrails** that let teams control behavior, permissions, and escalation paths. - **Performance analytics** showing resolution rates, accuracy, and customer sentiment. - **Multi-channel deployment** so agents can operate in chat, email, or internal applications. - **Integrations** with CRMs, support tools, knowledge bases, and custom APIs. These capabilities shape how dependable and scalable an agent ultimately becomes. ### What trends are shaping AI agent builders right now? As the market evolves, I’m seeing new features and design philosophies that make AI agent builders far more adaptable than they used to be. Some of the notable trends include: - **Context-handling improvements** that maintain coherence in interactions over longer sessions. - **Expanded system access** , allowing agents to complete more hands-on tasks. - **Simulation environments** that let teams test agent behavior before going live. - **Governance features** that support enterprise adoption and compliance needs. ### How should I choose an AI agent builder? For me, the best agent builder is the one that matches team skill level, integrates cleanly with existing systems, and provides enough control to handle complex workflows safely. When those pieces align, the platform becomes a reliable part of how teams automate tasks and deliver consistent, scalable interactions. ### What does AI Agent Builders software do? I think of AI Agent Builders software as the workspace for creating agents that can understand context, respond to users, and take action across connected systems. These platforms bring prompts, knowledge sources, tools, integrations, testing, guardrails, and deployment controls into one build environment. Across the G2 reviewer accounts I analyzed, the category shows up in customer support, lead intake, voice agents, CRM updates, internal assistants, and workflow automation. It sits beyond basic chatbot setup because the agent is expected to interpret a request, choose the next step, and complete a task inside a business process. ### Why do businesses use AI Agent Builders software? The clearest adoption pattern I saw in G2 reviews was workload scale. Teams wanted to answer more questions, qualify more leads, book more meetings, and move more routine work forward without adding the same amount of manual effort. - Reviewers describe customer support automation as a main use case, with agents answering repeated questions and collecting details before a human steps in. - Sales and agency users use agents for lead qualification, appointment booking, intake forms, and faster response after an inquiry. - Many users value low-code builders because teams can launch agents without building every workflow from scratch. - Integrations with CRMs, calendars, forms, APIs, knowledge bases, and workflow tools make agents more useful than standalone chat windows. Common friction areas include pricing, setup time, testing limits, inconsistent answers, analytics gaps, and learning curves when workflows become more advanced. ### Who uses AI Agent Builders software primarily? When I reviewed G2 profiles for this category, I saw a mix of support, sales, operations, and technical users building agents for different parts of the business. - **Customer support teams:** Build agents that answer common questions, collect issue details, and route customers to the right next step. - **Sales and revenue teams:** Use agents for lead qualification, meeting booking, CRM updates, and follow-up workflows. - **Operations teams:** Automate repeat tasks, internal requests, approvals, reminders, and handoffs across tools. - **Developers and automation builders:** Connect agents to APIs, webhooks, databases, model settings, and custom workflows. - **Agencies and consultants:** Build agents for client intake, booking, customer response, and service delivery workflows. ### What types of AI Agent Builders software should I consider? The buying patterns I saw in G2 reviews revealed that these platforms are usually distinguished by the task the agent needs to perform. - **Customer service agent builders:** Best for support questions, knowledge-base answers, ticket intake, and escalation. - **Voice agent platforms:** Best for phone calls, appointment booking, lead response, call routing, and live conversation handling. - **Workflow automation agent builders:** Best when agents need to trigger actions, move data, and coordinate steps across systems. - **CRM-native agent builders:** Best when customer records, sales activity, service cases, and follow-up need to stay in the same platform. - **Developer-first agent frameworks:** Best for teams that need deeper control over APIs, tools, model choice, routing, and guardrails. ### What are the core features to look for in AI Agent Builders software? When I evaluate AI Agent Builders, the features that show up most consistently include: - **Knowledge and context setup:** Agents should connect to documents, websites, CRMs, forms, databases, and internal knowledge sources that keep answers grounded. - **Tool and action controls:** APIs, webhooks, calendars, tickets, forms, and workflow triggers determine whether the agent can complete work after the conversation starts. - **Agent instruction design:** Builders need clear controls for prompts, branching, handoffs, fallback behavior, memory, and user inputs. - **Testing and performance review:** Teams need transcripts, test environments, success tracking, error visibility, and analytics before agents scale. - **Guardrails and admin control:** Permissions, approval rules, brand controls, compliance settings, and escalation paths matter once agents can act on business data. ### What trends are shaping AI Agent Builders software right now? My analysis of G2 data and recent market signals shows several shifts in this category: - **Task-specific agents being embedded into enterprise tools** across sales, service, operations, and productivity workflows. - **Multi-agent coordination emerging as a design pattern** as teams distribute work across specialized agents. - **Builder platforms converging on no-code setup** paired with developer-grade APIs, versioning, and deployment controls. - **Governance moving into the agent layer** as security, permissions, and compliance boundaries become prerequisites for cross-system action. - **Tracing and guardrails becoming production requirements** as teams demand visibility into tool calls, handoffs, and blocked actions before deploying agents in live workflows. ### How should I choose AI Agent Builders software? I suggest choosing around the task the agent must complete. Customer-facing teams should place the most weight on answer accuracy, escalation paths, conversation quality, and analytics. Voice-heavy use cases call for latency checks, interruption handling, call flow setup, and cost controls. For workflow automation, I advise reviewing integrations, API access, error handling, testing depth, and admin permissions. The strongest fit is the platform that lets teams build quickly while still controlling what the agent knows, what it can access, and what actions it can take. --- ## What Are the Top-Rated AI Agent Builders Software Products in 2026? ### 1. [OutSystems](https://www.g2.com/products/outsystems/reviews) **Average Rating:** 4.6/5.0 **Total Reviews:** 1,250 **Product Description:** What if you could build custom, AI-powered solutions that fit your business perfectly, without the risk or costly lock-in? The OutSystems AI-powered low-code development platform eliminates the compromises of building and buying, enabling your teams to turn ideas into mission-critical applications and agents that drive revenue, efficiency, and customer impact. By combining a trusted low-code foundation with powerful AI capabilities, you can build custom solutions up to 10x faster, with the speed of innovation and control you need to compete in the AI-centric future. ### What Do G2 Reviewers Say About OutSystems? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of OutSystems, enabling rapid development and seamless application integration. - Users appreciate the **speed of development** with OutSystems, enabling rapid application delivery across multiple platforms. - Users value the **fast development** capabilities of OutSystems, allowing rapid application delivery across multiple platforms with ease. - Users appreciate the **rapid development speed** of OutSystems, enabling quick transformation of ideas into functional apps. - Users commend **OutSystems' rapid app development** , enabling quick solutions and empowering non-technical creators effectively. **Cons:** - Users find OutSystems to be **very expensive** , making it difficult for smaller businesses to justify the costs. - Users express concerns about the **high costs** of OutSystems, noting it may not fit all company budgets. - Users find the **licensing costs high** , making it challenging for smaller companies to adopt OutSystems effectively. - Users note the **absence of essential features** like OAuth2 authentication, complicating development and integration processes. - Users experience **limited customization** options with OutSystems, facing challenges with coding and integration flexibility. #### What Are Recent G2 Reviews of OutSystems? **"[OutSystems Speeds Delivery with a Powerful Visual Low-Code Platform](https://www.g2.com/survey_responses/outsystems-review-12858810)"** **Rating:** 4.0/5.0 stars *— Faizan A.* [Read full review](https://www.g2.com/survey_responses/outsystems-review-12858810) --- **"[Great Tool for Building Applications Quickly and Efficiently](https://www.g2.com/survey_responses/outsystems-review-11651684)"** **Rating:** 4.5/5.0 stars *— Ahammed A.* [Read full review](https://www.g2.com/survey_responses/outsystems-review-11651684) --- #### What Are G2 Users Discussing About OutSystems? - [What is OutSystems used for?](https://www.g2.com/discussions/what-is-outsystems-used-for) - 1 comment - [How much does OutSystems cost?](https://www.g2.com/discussions/how-much-does-outsystems-cost) - 2 comments - [Are OutSystems free?](https://www.g2.com/discussions/are-outsystems-free) - 6 comments ### 2. [ElevenLabs](https://www.g2.com/products/elevenlabsio/reviews) **Average Rating:** 4.5/5.0 **Total Reviews:** 1,131 **Product Description:** ElevenLabs is the world’s most advanced generative media and voice AI company, powering creation, localization, and intelligent interaction across every medium. Built around two core platforms—Creative and Agents—ElevenLabs combines state-of-the-art speech, sound, image, and video technologies to make digital expression instant, human, and scalable. The Creative Platform provides everything teams need to generate, transform, and produce media at studio quality. It includes Voice v3 (the most expressive text-to-speech model on the market), Scribe v2 for industry-leading speech-to-text, Voice Design and Voice Cloning for personalized character creation, Voice Isolator and Voice Changer for transformation, and Realtime Speech-to-Text for dynamic use cases. Users can also generate AI Sound Effects (SFX), AI Music, and create visuals through Image and Video generation. Production tools like Studio, Dubbing, Voice Library, and Productions enable full-scale localization and content workflows—all in one seamless environment. The Agents Platform extends ElevenLabs’ technology into real-time interaction. It allows developers and enterprises to deploy voice-native AI agents that can reason, converse, and complete tasks. Through built-in Workflows, agents can act on context, access information, and deliver personalized customer experiences across sales, support, and education—all powered by ElevenLabs’ expressive voice technology. Enterprises integrate via SOC 2-compliant APIs, SDKs, and on-prem deployments to build secure, scalable, and multilingual solutions. Ethical guardrails such as Speech Classifier, watermarking, and granular voice usage controls ensure trust and transparency across every product. From content creation and localization to intelligent automation, ElevenLabs unites creativity and communication—empowering the world to create, converse, and connect in any language, medium, or voice. ### What Do G2 Reviewers Say About ElevenLabs? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of ElevenLabs, finding the setup process and interface comforting and accessible. - Users laud the **impressive quality** of ElevenLabs' voice synthesis, appreciating its seamless and human-like characteristics. - Users commend the **impressive speed** of ElevenLabs, dramatically reducing voiceover production time and enhancing efficiency. - Users appreciate the **impressive variety of human-like voices** in ElevenLabs, enhancing their audio content creation effectively. - Users commend the **easy setup** of ElevenLabs, enabling quick access to powerful voice replication features without hassle. **Cons:** - Users find the **pricing structure expensive** , especially with fast depletion of credits and no carry-over for unused ones. - Users find that **directing AI voice talent is harder than advertised** , complicating their workflow and limiting functionality. - Users find the **pricing issues** of ElevenLabs frustrating due to rapid credit usage and lack of rollover options. - Users note the **missing features** in ElevenLabs, such as advanced controls for audio editing and monetization clarity. - Users report **pronunciation issues** with ElevenLabs, leading to confusion and affecting the overall experience. #### What Are Recent G2 Reviews of ElevenLabs? **"[Rich Voice Quality with Room for Enhancement](https://www.g2.com/survey_responses/elevenlabs-review-12413572)"** **Rating:** 4.0/5.0 stars *— Gediminas P.* [Read full review](https://www.g2.com/survey_responses/elevenlabs-review-12413572) --- **"[ElevenLabs Leads the Pack with Natural, Client-Ready Audio and an Easy API](https://www.g2.com/survey_responses/elevenlabs-review-12714873)"** **Rating:** 5.0/5.0 stars *— VINAY P.* [Read full review](https://www.g2.com/survey_responses/elevenlabs-review-12714873) --- ### 3. [Gemini Enterprise](https://www.g2.com/products/google-gemini-enterprise/reviews) **Average Rating:** 4.6/5.0 **Total Reviews:** 23 **Product Description:** Google Agentspace is an AI-powered platform designed to enhance enterprise productivity by integrating advanced reasoning capabilities with comprehensive search functionalities and secure access to organizational data. By connecting to widely used applications such as Google Drive, Jira, Confluence, SharePoint, and Salesforce, Agentspace enables employees to efficiently locate, synthesize, and act upon information across various systems. This integration facilitates the automation of complex tasks, streamlining workflows and fostering informed decision-making within organizations. Key Features and Functionality: - Unified Enterprise Search: Agentspace employs Google's multimodal search technology to retrieve relevant information from both structured and unstructured data sources, including documents, emails, and databases. This comprehensive search capability ensures that employees can access pertinent information regardless of its format or location. - Prebuilt Expert AI Agents: The platform offers ready-to-use AI agents tailored for specific tasks: - Deep Research Agent: Generates in-depth reports and analyses. - Idea Generation Agent: Assists in brainstorming and developing innovative strategies. - NotebookLM Plus: Enhances data engagement through features like audio summaries, facilitating a more interactive experience. - Custom Agent Creation: With the Agent Designer tool, users can develop personalized AI agents without requiring technical expertise. This feature allows for the automation of specific workflows and tasks, catering to unique organizational needs. - Seamless Application Integration: Agentspace connects with a variety of business applications, enabling employees to access and query data from platforms like Confluence, Google Drive, Jira, Microsoft SharePoint, and ServiceNow. This integration breaks down data silos and turns disjointed information into actionable insights. - Enterprise-Grade Security and Compliance: Built on Google Cloud's secure infrastructure, Agentspace incorporates robust security measures, including role-based access control (RBAC, customer-managed encryption keys (CMEK, and compliance with standards such as GDPR and HIPAA. These features ensure that sensitive data remains protected and that access is appropriately managed. Primary Value and Problem Solving: Agentspace addresses the challenge of fragmented information within enterprises by providing a centralized platform that integrates diverse data sources and applications. By leveraging AI-driven search and automation, it enhances employee productivity, reduces manual effort, and supports informed decision-making. The platform's ability to create custom AI agents without coding democratizes the use of AI within organizations, allowing teams across various departments to automate repetitive tasks and focus on strategic initiatives. Furthermore, its strong security framework ensures that data integrity and compliance requirements are met, making it a reliable solution for enterprises aiming to harness the power of AI while maintaining control over their information assets. #### Key Features - Platform Interoperability #### What Are Recent G2 Reviews of Gemini Enterprise? **"[All-in-One AI That Simplifies Work](https://www.g2.com/survey_responses/gemini-enterprise-review-12666159)"** **Rating:** 5.0/5.0 stars *— Neha K.* [Read full review](https://www.g2.com/survey_responses/gemini-enterprise-review-12666159) --- **"[Gemini Prompts Save Me So Much Time at Work](https://www.g2.com/survey_responses/gemini-enterprise-review-12408731)"** **Rating:** 5.0/5.0 stars *— Omar G.* [Read full review](https://www.g2.com/survey_responses/gemini-enterprise-review-12408731) --- ### 4. [SmythOS](https://www.g2.com/products/smythos/reviews) **Average Rating:** 4.9/5.0 **Total Reviews:** 71 **Product Description:** Introducing the world’s first AI agents that can get REAL work done, autonomously or in team. They learn your process, use your data, have infinite memory, and can scale on demand 24/7/365 without having to be trained, managed, or motivated. ### What Do G2 Reviewers Say About SmythOS? *AI-generated summary from verified user reviews* **Pros:** - Users find SmythOS incredibly **user-friendly** , making automation accessible even for those without technical expertise. - Users rave about the **seamless integration and ease of use** of SmythOS for creating AI agents effortlessly. - Users praise the **seamless integrations** of SmythOS, enhancing team communication and simplifying automation across various platforms. - Users find SmythOS's **automation features approachable** , enabling easy setup of AI agents without technical skills. - Users appreciate the **easy setup** of SmythOS, facilitated by its intuitive drag-and-drop interface for all skill levels. **Cons:** - Users find the **learning curve steep** for beginners, wishing for better guidance and resources. - Users find the **interface complexity** challenging, wishing for a more streamlined experience with less visual clutter. - Users find the **insufficient documentation** challenging, especially for complex tasks requiring external research and support. - Users find the **poor documentation** insufficient for complex setups, often requiring additional support to navigate effectively. - Users find the **poor customer support** of SmythOS less than satisfactory, impacting their ability to fully utilize the product. #### What Are Recent G2 Reviews of SmythOS? **"[SmythOS is like having a secret productivity weapon](https://www.g2.com/survey_responses/smythos-review-10571358)"** **Rating:** 4.0/5.0 stars *— Neelakshi M.* [Read full review](https://www.g2.com/survey_responses/smythos-review-10571358) --- **"[As a developer, SmythOS speeds up everything](https://www.g2.com/survey_responses/smythos-review-10608326)"** **Rating:** 5.0/5.0 stars *— Petchimuthu M.* [Read full review](https://www.g2.com/survey_responses/smythos-review-10608326) --- ### 5. [StackAI](https://www.g2.com/products/stackai/reviews) **Average Rating:** 4.5/5.0 **Total Reviews:** 38 **Product Description:** StackAI is an enterprise-grade no-code platform designed to facilitate the building and deployment of secure AI agents. This innovative solution is tailored for IT teams and operations leaders, enabling organizations to automate complex workflows, enhance internal knowledge management, and streamline document processing through the use of large language models (LLMs). With StackAI, businesses can maintain full control over their data, governance, and compliance, ensuring that their AI initiatives align with organizational standards and regulations. The platform is particularly beneficial for a diverse range of industries, including finance, healthcare, insurance, manufacturing, and the public sector. StackAI allows enterprises to visually orchestrate AI workflows using an intuitive drag-and-drop builder, making it accessible to both technical and non-technical users. By integrating seamlessly with critical systems such as SharePoint, Salesforce, SAP, Snowflake, and Workday, organizations can deploy production-ready Retrieval-Augmented Generation (RAG) systems quickly and efficiently. Use cases are varied, from developing internal copilots and chatbots to automating investment memo generation and IT ticket processing. One of the standout features of StackAI is its no-code AI workflow builder, which empowers users to create and launch AI agents without the need for extensive programming knowledge. The platform includes prebuilt connectors and tools that simplify AI function calling, while built-in interfaces such as chat, forms, and batch processing enable users to interact with AI agents effortlessly. For advanced teams, StackAI offers the flexibility of custom tools, API integrations, and on-premise deployments, catering to organizations with strict data residency and security requirements. Security and governance are integral to StackAI's design. The platform is compliant with SOC 2 Type II, HIPAA, and GDPR standards, with ISO 27001 certification. Enterprise customers benefit from robust features such as granular role-based access control (RBAC), single sign-on (SSO), audit logs, and version control. Administrators have the ability to approve workflows prior to launch, monitor agent usage in real-time, and ensure adherence to internal policies, fostering a secure environment for AI deployment. Additionally, StackAI provides enterprise support through co-building sessions, technical advisory from forward-deployed engineers, and quarterly business reviews. This comprehensive support structure ensures that organizations can confidently build their first AI applications or scale generative AI initiatives across departments. By leveraging StackAI, enterprises can drive their GenAI transformation, creating secure, scalable, and intelligent internal tools that enhance operational efficiency and innovation. ### What Do G2 Reviewers Say About StackAI? *AI-generated summary from verified user reviews* **Pros:** - Users praise the **ease of use** of StackAI, enabling quick document processing and seamless workflow automation. - Users value the **seamless integrations** of StackAI, enhancing workflows by connecting effortlessly with multiple tools and platforms. - Users value the **workflow automation and ease of use** provided by StackAI, enhancing productivity and collaboration. - Users highlight the **efficiency** of StackAI in automating complex workflows and streamlining document processing seamlessly. - Users value the **easy integrations** of StackAI, seamlessly connecting with tools like Google Suite and databases. **Cons:** - Users find the **usage limitations** of StackAI challenging, particularly in debugging, pricing, and plugin usability. - Users note a **steep learning curve** initially, but find the tutorials and intuitive UX helpful for mastering StackAI. - Users find **feature complexity** in StackAI challenging, particularly due to limited integrations and a tough initial setup. - Users report a **lack of integration** that complicates use and limits StackAI’s full potential within organizations. - Users find the **limited features** of StackAI hinder their experience, especially with integrations and consistent performance. #### What Are Recent G2 Reviews of StackAI? **"[It helps me with keeping my creative process organized and efficient.](https://www.g2.com/survey_responses/stackai-review-11602738)"** **Rating:** 4.5/5.0 stars *— Maria M.* [Read full review](https://www.g2.com/survey_responses/stackai-review-11602738) --- **"[Game-Changer for Workflow Automation](https://www.g2.com/survey_responses/stackai-review-12051748)"** **Rating:** 5.0/5.0 stars *— Sed M.* [Read full review](https://www.g2.com/survey_responses/stackai-review-12051748) --- ### 6. [Realm](https://www.g2.com/products/realm-realm/reviews) **Average Rating:** 4.8/5.0 **Total Reviews:** 18 **Product Description:** Realm is an AI platform for revenue teams that transforms company knowledge into intelligent, automated workflows. By connecting to and indexing knowledge from across documentation repositories, CRM systems, sales collateral, and communication platforms, Realm enables companies to scale revenues without increasing headcount. Realm has three main features. Through a familiar chat interface, Realm delivers intelligent, conversational search across the full breadth of company knowledge, leveraging semantic understanding to provide highly relevant, accurate, and permissions-aware answers. The RFx tool streamlines RFPs, RFIs, and security assessments by intelligently drawing on internal knowledge and previous responses, without having to manually update a knowledge base. This significantly reduces manual effort for proposal and sales enablement teams, accelerates deal cycles, and ensures consistent, high-quality responses at scale. Realm also allows organizations to create customized AI agents tailored to specific revenue workflows. These agents can automate multi-step processes, from handling customer inquiries and onboarding to supporting internal enablement and knowledge management, all configured to fit unique business needs and use cases. Realm turns scattered company knowledge into actionable insights and intelligent workflows. ### What Do G2 Reviewers Say About Realm? *AI-generated summary from verified user reviews* **Pros:** - Users value the **ease of use** of Realm, making it accessible for non-technical users and efficient for daily tasks. - Users love the **intuitive AI capabilities** of Realm, enhancing workflows and providing instant access to vital information. - Users commend the **exceptional customer support** of Realm, highlighting their responsiveness and genuine care for success. - Users value Realm for its **time-saving capabilities** , significantly streamlining tasks and enhancing productivity. - Users appreciate Realm's **efficiency** in streamlining workflows and saving significant time on repetitive tasks. **Cons:** - Users note the **limited features** in Realm, often wishing for deeper control and better support for advanced use cases. - Users face **limitations with advanced capabilities** and data handling, requiring patience as Realm continues to develop. - Users experience a **difficult learning curve** with Realm, requiring significant time and effort to master its full potential. - Users often face **integration issues** with third-party connections in Realm, complicating their workflow and data management. - Users experience a notable **learning difficulty** with Realm, requiring time to master configuration for optimal use. #### What Are Recent G2 Reviews of Realm? **"[Seamless Integrations, Smart Agents, and Responsive Support](https://www.g2.com/survey_responses/realm-review-12376825)"** **Rating:** 5.0/5.0 stars *— Noaman A.* [Read full review](https://www.g2.com/survey_responses/realm-review-12376825) --- **"[Realm should be mandatory by law for any support team](https://www.g2.com/survey_responses/realm-review-12441819)"** **Rating:** 5.0/5.0 stars *— Mikko K.* [Read full review](https://www.g2.com/survey_responses/realm-review-12441819) --- ### 7. [Databricks](https://www.g2.com/products/databricks/reviews) **Average Rating:** 4.6/5.0 **Total Reviews:** 750 **Product Description:** Databricks is a unified data and AI platform that helps organizations build, govern and scale data pipelines, analytics, machine learning, AI applications and agents. More than 20,000 organizations worldwide — including adidas, AT&T, Bayer, Block, Mastercard, Rivian, Unilever, and 70% of the Fortune 500 — rely on Databricks to work with enterprise data and AI at scale. Headquartered in San Francisco with 30+ offices around the globe, Databricks offers a unified platform that includes Agent Bricks, Lakeflow, Lakehouse, Lakebase, Genie and Unity Catalog. Founded in 2013 by the original creators of Apache Spark™, Delta Lake, MLflow and Unity Catalog, Databricks is built on an open lakehouse architecture that brings data, analytics and AI together. The platform is used by data engineers, data scientists, analysts, developers, machine learning teams, AI teams and business users to collaborate across the full data and AI lifecycle. Key Databricks capabilities include: - Data engineering: Build, automate and manage reliable batch, streaming and real-time data pipelines. - Analytics and business intelligence: Run SQL analytics, create dashboards and enable business teams to explore data. - Data governance: Discover, secure and manage data and AI assets across teams, clouds and workloads. - Machine learning and AI: Develop models, build generative AI applications and create production-grade AI agents. - Data applications: Build and deploy data-driven applications using governed enterprise data. Available across AWS, Azure and Google Cloud, Databricks helps organizations work across clouds, reduce data silos and simplify collaboration across teams and tools. Customers use Databricks for use cases such as customer personalization, fraud detection, predictive maintenance, real-time analytics, cybersecurity, healthcare research, financial risk management, supply chain optimization and AI-powered decision-making. Databricks is used across industries including financial services, healthcare and life sciences, retail, manufacturing, energy and the public sector. Organizations use the platform to modernize data infrastructure, accelerate AI adoption and turn enterprise data into business value. ### What Do G2 Reviewers Say About Databricks? *AI-generated summary from verified user reviews* **Pros:** - Users value the **AI features and robust data security** of Databricks, enhancing usability and integration in big data processes. - Users find Databricks to have exceptional **ease of use** , facilitating efficient model hosting and data management. - Users value the **seamless integrations** of Databricks with AWS and Azure, enhancing real-time collaboration and analytics. - Users value the **collaborative environment** in Databricks, enabling real-time teamwork among data engineers and analysts. - Users value the **effective data management tools** of Databricks, enabling seamless integration and real-time insights. **Cons:** - Users find the **steep learning curve** challenging, complicating organizational adoption and initial usage of Databricks. - Users find the **costs for Databricks to be high** , especially when working with large datasets and complex operations. - Users note a **steep learning curve** for Databricks, posing challenges for new users and organizational adoption. - Users find the **missing features** in Databricks limiting, hindering productivity and complicating the overall experience. - Users find the **complexity** of Databricks challenging, especially with steep learning curves and vague error identification. #### What Are Recent G2 Reviews of Databricks? **"[Making data systems less messy with a unified Lakehouse approach](https://www.g2.com/survey_responses/databricks-review-12857143)"** **Rating:** 5.0/5.0 stars *— Hunar M.* [Read full review](https://www.g2.com/survey_responses/databricks-review-12857143) --- **"[Databricks Boosts Scalable Data Processing and Team Collaboration](https://www.g2.com/survey_responses/databricks-review-12834252)"** **Rating:** 4.0/5.0 stars *— Tanishka J.* [Read full review](https://www.g2.com/survey_responses/databricks-review-12834252) --- #### What Are G2 Users Discussing About Databricks? - [What does Databricks software do?](https://www.g2.com/discussions/what-does-databricks-software-do) - 3 comments - [What is Databricks unified analytics platform?](https://www.g2.com/discussions/what-is-databricks-unified-analytics-platform) - 3 comments - [What is Lakehouse in Databricks?](https://www.g2.com/discussions/what-is-lakehouse-in-databricks) - 4 comments, 2 upvotes ### 8. [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) **Average Rating:** 4.4/5.0 **Total Reviews:** 370 **Product Description:** SnapLogic is the leader in generative integration. As a pioneer in AI-led integration, the SnapLogic Platform accelerates digital transformation across the enterprise and empowers everyone to integrate faster and easier. Whether you are automating business processes, democratizing data, or delivering digital products and services, SnapLogic enables you to simplify your technology stack and take your enterprise further. Thousands of enterprises around the globe rely on SnapLogic to integrate, automate and orchestrate the flow of data across their business. Join the generative integration movement at snaplogic.com. ### What Do G2 Reviewers Say About SnapLogic Intelligent Integration Platform (IIP)? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of SnapLogic IIP, enabling quick connections and straightforward setup for integrations. - Users value the **easy integrations** of SnapLogic, enhancing efficiency and simplifying API and database connections. - Users value the **seamless integration** capabilities of SnapLogic IIP, enhancing efficiency across multiple systems. - Users value the **user-friendly interface** of SnapLogic, which simplifies workflows and enhances overall productivity. - Users value the **automation capabilities** of SnapLogic IIP, enhancing efficiency and enabling focus on business value. **Cons:** - Users experience **performance issues** with SnapLogic, especially under heavy workloads and while debugging errors. - Users experience **poor performance** during heavy workloads, leading to inefficiencies and workflow complications in SnapLogic. - Users struggle with **technical difficulties** , particularly in debugging errors and managing performance under heavy workloads. - Users find the **complexity** of choosing appropriate Snaps and troubleshooting errors frustrating and often unclear. - Users face **unclear error reporting** that complicates debugging and leads to performance drops in large-scale operations. #### What Are Recent G2 Reviews of SnapLogic Intelligent Integration Platform (IIP)? **"[Improved Data Connectivity with Room for Stability Enhancements](https://www.g2.com/survey_responses/snaplogic-intelligent-integration-platform-iip-review-12375834)"** **Rating:** 4.0/5.0 stars *— Savio M.* [Read full review](https://www.g2.com/survey_responses/snaplogic-intelligent-integration-platform-iip-review-12375834) --- **"[Streamlined Integrations with AI-Powered Efficiency](https://www.g2.com/survey_responses/snaplogic-intelligent-integration-platform-iip-review-12380685)"** **Rating:** 5.0/5.0 stars *— Sanket N.* [Read full review](https://www.g2.com/survey_responses/snaplogic-intelligent-integration-platform-iip-review-12380685) --- #### What Are G2 Users Discussing About SnapLogic Intelligent Integration Platform (IIP)? - [What is SnapLogic Intelligent Integration Platform (IIP) used for?](https://www.g2.com/discussions/what-is-snaplogic-intelligent-integration-platform-iip-used-for) - 1 comment ### 9. [Joule](https://www.g2.com/products/joule/reviews) **Average Rating:** 4.3/5.0 **Total Reviews:** 78 **Product Description:** Joule is an AI copilot that’s grounded in an organization's business data and infused with AI agents. It proactively assists employees in every cloud application they use while automating complex processes. Joule is designed to free teams from busy work and helps them work more efficiently with simple, natural language requests. Employees receive a continuous AI experience that connects data and workflows across SAP and third-party systems. Joule aims to enable faster, data-driven decisions with immediate, context-rich insights and automates multi-step workflows with a system of collaborative AI agents. ### What Do G2 Reviewers Say About Joule? *AI-generated summary from verified user reviews* **Pros:** - Users highlight Joule's **ease of use** , noting its intuitive interface and quick setup for efficient data analysis. - Users value the **efficiency** of Joule, benefiting from its quick setup and instant, smart responses for seamless workflows. - Users value Joule for its **automated insights and streamlined workflows** , enhancing decision-making across various business operations. - Users value Joule for its **time-saving AI-driven assistance** , enhancing productivity and streamlining daily workflows effectively. - Users value Joule for its **effective automation** that streamlines workflows, enhances decision-making, and boosts productivity. **Cons:** - Users note Joule's **limitations in understanding complex queries** , often resulting in repetitive and generic responses that frustrate users. - Users find Joule has **usage limitations** that require manual adjustments and can delay information retrieval. - Users report **inaccurate responses** from Joule, often requiring double-checking and seeking more context-specific information. - Users often experience **limitations in contextual understanding** , leading to inconsistent and generic responses in complex queries. - Users experience **integration issues** with Joule, particularly with non-SAP applications, affecting overall effectiveness and user experience. #### What Are Recent G2 Reviews of Joule? **"[Agentic Power in SAP, Simplistic and Swift](https://www.g2.com/survey_responses/joule-review-12852541)"** **Rating:** 5.0/5.0 stars *— Leif A.* [Read full review](https://www.g2.com/survey_responses/joule-review-12852541) --- **"[Joule Supercharges SAP Productivity with Smooth Conversational Automation](https://www.g2.com/survey_responses/joule-review-12841592)"** **Rating:** 4.5/5.0 stars *— Nivas S.* [Read full review](https://www.g2.com/survey_responses/joule-review-12841592) --- ### 10. [AWS Bedrock](https://www.g2.com/products/aws-bedrock/reviews) **Average Rating:** 4.4/5.0 **Total Reviews:** 59 **Product Description:** Amazon Bedrock is a fully managed service that enables organizations to build and scale generative AI applications using foundation models (FMs) from leading AI companies and Amazon. It provides a unified API to access a diverse selection of high-performing FMs, allowing users to experiment, customize, and deploy AI solutions without managing infrastructure. With Amazon Bedrock, businesses can create personalized experiences, automate workflows, and derive actionable insights, all while maintaining security, privacy, and compliance standards. Key Features and Functionality: - Model Choice: Access a wide range of FMs from top AI providers, enabling selection of the most suitable model for specific use cases. - Agent Development: Utilize Amazon Bedrock AgentCore to build, deploy, and operate AI agents securely at scale, facilitating complex task automation. - Customization: Tailor models with proprietary data using tools like Knowledge Bases, Data Automation, prompt engineering, and fine-tuning to enhance relevance and accuracy. - Safety and Guardrails: Implement safeguards with Bedrock Guardrails to filter harmful content and ensure responsible AI usage, supporting compliance with industry standards. - Cost Optimization: Optimize performance and expenses through features like Model Distillation and Intelligent Prompt Routing, balancing cost, latency, and accuracy. Primary Value and Solutions Provided: Amazon Bedrock empowers organizations to rapidly develop and deploy generative AI applications without the complexities of infrastructure management. By offering a diverse selection of foundation models and comprehensive customization tools, it enables businesses to create AI solutions tailored to their unique needs. The platform's robust security measures and compliance support ensure that applications are built responsibly, addressing concerns around data privacy and ethical AI usage. Ultimately, Amazon Bedrock facilitates innovation, enhances operational efficiency, and drives real business impact through scalable and secure AI integration. ### What Do G2 Reviewers Say About AWS Bedrock? *AI-generated summary from verified user reviews* **Pros:** - Users praise the **ease of use** of AWS Bedrock, especially with its unified API and serverless architecture. - Users value the **extensive model variety** of AWS Bedrock, allowing tailored solutions for diverse use cases. - Users value the **easy integrations** provided by AWS Bedrock, enhancing workflow and simplifying application deployment. - Users value the **powerful foundation models** of AWS Bedrock, which simplify generative AI application development. - Users value the **unified API** in AWS Bedrock, enabling effortless model switching and seamless integrations within AWS. **Cons:** - Users find AWS Bedrock to be **expensive** , especially for large scale operations and niche scenarios requiring extensive tweaking. - Users find **complexity issues** with AWS Bedrock, especially impacting newcomers and those needing flexibility in deployment. - Users face challenges with **model issues** , including hidden fees, regional limitations, and high costs affecting accessibility. - Users find a **steep learning curve** with AWS Bedrock, making it challenging for newcomers to navigate effectively. - Users are frustrated by the **limited access** to models and geographic restrictions of AWS Bedrock. #### What Are Recent G2 Reviews of AWS Bedrock? **"[Practical Way to Work with Generative AI in AWS](https://www.g2.com/survey_responses/aws-bedrock-review-12845454)"** **Rating:** 4.5/5.0 stars *— Prakhar J.* [Read full review](https://www.g2.com/survey_responses/aws-bedrock-review-12845454) --- **"[Flexible, Easy AI That Plugs Seamlessly Into the AWS Ecosystem](https://www.g2.com/survey_responses/aws-bedrock-review-12681215)"** **Rating:** 4.5/5.0 stars *— Deepak T.* [Read full review](https://www.g2.com/survey_responses/aws-bedrock-review-12681215) --- ### 11. [Relay.app](https://www.g2.com/products/relay-app/reviews) **Average Rating:** 4.9/5.0 **Total Reviews:** 86 **Product Description:** Relay.app is the easiest way for anyone to build an AI team that works for you. ### What Do G2 Reviewers Say About Relay.app? *AI-generated summary from verified user reviews* **Pros:** - Users find Relay.app's interface to be **intuitively easy to use** , enhancing efficiency in the hiring process seamlessly. - Users love the **automation capabilities** of Relay.app, greatly enhancing efficiency in their hiring and workflow processes. - Users value the **easy workflow management** of Relay.app, noting its speed and simplicity for quick automation tasks. - Users praise the **ease of use** of Relay.app, finding it straightforward for client interactions and automation. - Users appreciate Relay.app's **simple and clean UI** , which enhances their experience while managing multiple tasks effortlessly. **Cons:** - Users feel that Relay.app has **limited integrations** , hindering its compatibility with other essential tools and systems. - Users find Relay.app to be lacking essential **features like workflow duplication and integrations** , limiting its functionality and appeal. - Users find the **pricing steep** for Relay.app, with credits running out quickly leading to higher costs. - Users report **inaccuracy in trigger timings** and unclear AI credit usage, impacting automation efficiency and effectiveness. - Users note a **steep learning curve** with Relay.app, making it hard to choose the best options initially. #### Key Features - Real-Time Integration - Monitoring & Notification - Data Encryption - Managed File Transfers #### What Are Recent G2 Reviews of Relay.app? **"[Easy-to-Use Tool with Incredibly Helpful, Communicative Support Team](https://www.g2.com/survey_responses/relay-app-review-12759724)"** **Rating:** 4.5/5.0 stars *— Sebastian V.* [Read full review](https://www.g2.com/survey_responses/relay-app-review-12759724) --- **"[From Hours to Minutes: How I Finally Found My AI Workflow Engine](https://www.g2.com/survey_responses/relay-app-review-12585150)"** **Rating:** 5.0/5.0 stars *— Valerio Z.* [Read full review](https://www.g2.com/survey_responses/relay-app-review-12585150) --- ### 12. [MindStudio](https://www.g2.com/products/mindstudio/reviews) **Average Rating:** 4.9/5.0 **Total Reviews:** 26 **Product Description:** MindStudio is a powerful no-code platform that makes it easy for teams and creators to design, build, and deploy custom AI agents, chatbots, and applications — without writing a single line of code. Whether you’re building an internal tool, automating workflows, enhancing customer support, or launching a new AI-powered product, MindStudio gives you everything you need to go from idea to production in minutes. With MindStudio, you can connect your data, design conversational flows, and integrate with APIs or existing systems — all through an intuitive visual interface. Our platform is built for flexibility and scalability, enabling startups, enterprises, and creators alike. Key Features: 🧠 No-Code AI Builder: Create powerful AI apps and agents visually — no programming required. ⚙️ Custom Workflows & Integrations: Connect 600+ third-party apps, tools, and data sources for smarter automation and seamless integration with existing workflows. 🔍 LLM Flexibility: Use OpenAI GPT-4, Google Gemini, Anthropic Claude, and other 200+ leading models to power your applications. 📊 Analytics & Optimization: Monitor performance and continuously improve your AI’s results. Trusted by enterprises, professionals, and individuals worldwide, MindStudio is redefining how businesses build with AI. ### What Do G2 Reviewers Say About MindStudio? *AI-generated summary from verified user reviews* **Pros:** - Users find **MindStudio incredibly easy to use** , enabling anyone to build AI agents quickly and efficiently. - Users love the **intuitive design** of MindStudio, making AI agent creation simple and efficient. - Users value the **time efficiency** of MindStudio, allowing non-developers to quickly build sophisticated AI agents. - Users value the **time-saving capabilities** of MindStudio, enabling quick and efficient development of advanced AI agents. - Users love the **visual ease of automation** in MindStudio, enabling powerful workflows without technical expertise. **Cons:** - Users express frustration over **missing features** and frequent changes that disrupt their existing solutions and workflows. - Users face **integration issues** with MindStudio, needing advanced knowledge for interactions with other platforms. - Users note a **steep learning curve** initially, making it challenging to navigate numerous features effectively. - Users find the **customization options limited** , hindering their creativity and ability to experiment freely with MindStudio. - Users find the **overwhelming features** of MindStudio can complicate the initial learning and organization process. #### Key Features - Activities - Updates - AI Text Generation - Autonomous Task Execution #### What Are Recent G2 Reviews of MindStudio? **"[Mindstudio: An excellent tool to build powerful agents](https://www.g2.com/survey_responses/mindstudio-review-12320072)"** **Rating:** 5.0/5.0 stars *— De Beer D.* [Read full review](https://www.g2.com/survey_responses/mindstudio-review-12320072) --- **"[MindStudio: Intuitive, Robust, and Community-Driven](https://www.g2.com/survey_responses/mindstudio-review-12304187)"** **Rating:** 5.0/5.0 stars *— Lori K.* [Read full review](https://www.g2.com/survey_responses/mindstudio-review-12304187) --- ### 13. [Gearset DevOps](https://www.g2.com/products/gearset-devops/reviews) **Average Rating:** 4.7/5.0 **Total Reviews:** 290 **Product Description:** Gearset is the global leader in Salesforce DevOps. It’s a DevOps platform that helps organizations manage, automate, and govern the full Salesforce development lifecycle, from planning and deployment to testing, data management, and compliance. The platform is designed for Salesforce teams that need reliable, scalable DevOps processes across complex org environments. Gearset is used by mid-market and enterprise organizations across regulated and non-regulated industries, including healthcare, financial services, insurance, and technology. Typical users include Salesforce administrators, developers, DevOps engineers, release managers, and platform owners responsible for maintaining deployment quality, security, and operational consistency. The platform supports a wide range of Salesforce use cases, including metadata and CPQ deployments, CI/CD automation, code review workflows, sandbox seeding, test automation, and monitoring. As well as deployment automation, Gearset includes tools for Salesforce data protection and long-term data management, such as automated backups, data restore, and archiving. Observability and Org Intelligence features provide insight into org health, deployment risk, and system changes over time. Gearset also includes governance and compliance capabilities designed for enterprise environments. These features help teams maintain audit readiness and enforce access controls while supporting compliance frameworks such as SOX, ISO, HIPAA, and GDPR. The platform is delivered as a managed service and integrates with Salesforce environments without requiring complex local infrastructure. Key features and capabilities include: - Salesforce metadata, CPQ, and data deployments with CI/CD automation and version control integration - Code review, test automation, and release validation to support quality and consistency - Automated Salesforce backups, restore, and data archiving for data protection and retention - Sandbox seeding, observability, and Org Intelligence to support environment management and visibility - Governance features including audit trails, role-based access controls, and compliance support Gearset is a Salesforce Partner and has supported Salesforce teams globally since 2015. The platform is used by organizations managing multiple orgs (across regions), frequent releases, and complex compliance requirements, helping teams reduce deployment risk, improve operational visibility, and maintain control over Salesforce change management processes. ### What Do G2 Reviewers Say About Gearset DevOps? *AI-generated summary from verified user reviews* **Pros:** - Users value the **ease of use** in Gearset DevOps, appreciating its intuitive interface and smooth deployment processes. - Users value the **smooth deployment process** of Gearset DevOps, enhancing efficiency and minimizing human error significantly. - Users value the **easy deployment** process with Gearset, enabling efficient release cycles and minimal troubleshooting. - Users commend the **fast and efficient customer support** from Gearset, ensuring quick resolutions to any issues encountered. - Users appreciate the **deployment ease** of Gearset DevOps, enabling smooth and reliable Salesforce releases without hassle. **Cons:** - Users experience **deployment issues** with missing translations and unclear timelines, hindering effective release planning. - Users find the **complexity in data migrations** and CI/CD setups to be a significant hurdle in using Gearset DevOps. - Users face **limitations in data management** with Gearset, including inadequate support and complex metadata transfer issues. - Users note that the **high cost** of Gearset poses challenges for approvals but is ultimately deemed worthwhile. - Users frequently encounter **missing features** in Gearset DevOps, particularly with translation deployments and limited metadata support. #### What Are Recent G2 Reviews of Gearset DevOps? **"[Excellent Salesforce Org Comparison and Deployments with Near Real-Time Live Chat Support](https://www.g2.com/survey_responses/gearset-devops-review-12741855)"** **Rating:** 4.5/5.0 stars *— Chelsea T.* [Read full review](https://www.g2.com/survey_responses/gearset-devops-review-12741855) --- **"[Straightforward Deployments, Powerful Metadata Tools, and Outstanding Support](https://www.g2.com/survey_responses/gearset-devops-review-12770401)"** **Rating:** 5.0/5.0 stars *— Jacklyn J.* [Read full review](https://www.g2.com/survey_responses/gearset-devops-review-12770401) --- ### 14. [Make](https://www.g2.com/products/integromat-by-celonis-make/reviews) **Average Rating:** 4.6/5.0 **Total Reviews:** 292 **Product Description:** Make is a leading visual AI automation platform. Make is the platform to build, manage, and scale all your automations and AI agents in one visual landscape. Connect 3,000+ apps, automate complex processes, create AI and agentic workflows, and use model context protocol (MCP) to scale your automations. Use the visual drag-and-drop scenario builder to link apps in a few clicks. Build limitless scenarios that run exactly the way your business needs them to. Make supports any app with an API, so it’s made to fit your tech stack. And with Make AI Agents, your scenarios don't just run – they adapt. Agentic automation lets AI-driven agents handle complex tasks, while responding to changing conditions in real time. Set your scenarios to run on a schedule, trigger them instantly, or watch them run live whenever you need full visibility into what's happening. Make’s transparent logic means you’ll be able to see, manage, and control your automations every step of the way. ### What Do G2 Reviewers Say About Make? *AI-generated summary from verified user reviews* **Pros:** - Users value the **powerful automation capabilities** of Make, simplifying complex tasks and saving significant time. - Users find the **ease of use** in Make refreshing, as it simplifies complex automation tasks effortlessly. - Users praise the **easy integrations** with Make, enhancing workflow automation and saving valuable time in processes. - Users rave about Make's **wide range of automation features** , making it perfect for both beginners and experienced developers. - Users value the **seamless integrations** of Make, enhancing workflow automation and connectivity across various systems. **Cons:** - Users find that **error handling can be confusing** , as errors often lack clear explanations or actionable insights. - Users find the **learning curve steep** for beginners, making it challenging for those without coding experience. - Users mention a **steep learning curve** for beginners, making it less straightforward without coding experience. - Users find the **complexity** of configuring modules in Make to be a significant challenge affecting usability. - Users find the pricing **too expensive** , wishing for more affordable options and better cost management features. #### What Are Recent G2 Reviews of Make? **"[Make Connects Platforms and Bridges the Gaps of Incomplete Functionality](https://www.g2.com/survey_responses/make-review-12772321)"** **Rating:** 4.0/5.0 stars *— Guy R.* [Read full review](https://www.g2.com/survey_responses/make-review-12772321) --- **"[Easy to Use, Flexible, and Integration-Rich but could use some work on Data/Documentation](https://www.g2.com/survey_responses/make-review-12461036)"** **Rating:** 4.0/5.0 stars *— Logan B.* [Read full review](https://www.g2.com/survey_responses/make-review-12461036) --- #### What Are G2 Users Discussing About Make? - [What is Make (formerly Integromat) used for?](https://www.g2.com/discussions/what-is-make-formerly-integromat-used-for) - 2 comments - [How do you make an Integromat Webhook?](https://www.g2.com/discussions/how-do-you-make-an-integromat-webhook) - 1 comment - [How does Integromat work?](https://www.g2.com/discussions/how-does-integromat-work) - 1 comment ### 15. [Invicta AI](https://www.g2.com/products/invicta-ai/reviews) **Average Rating:** 4.5/5.0 **Total Reviews:** 10 **Product Description:** Invicta AI offers effortless AI model creation and sharing with no coding needed. It's a great tool for those interested in AI but lack coding skills. ### What Do G2 Reviewers Say About Invicta AI? *AI-generated summary from verified user reviews* **Pros:** - Users value the **customization options** of Invicta AI, allowing for tailored workflows and enhanced productivity. - Users commend Invicta AI for its **user-friendly interface** , making it easy to navigate and utilize effectively. - Users value the **seamless integration and customization** of Invicta AI, enhancing efficiency and innovation in business operations. - Users value the **efficiency** of Invicta AI, experiencing enhanced workflow automation and reduced workload through seamless integration. - Users value the **easy integrations** of Invicta AI, enhancing efficiency and innovation across various business operations. **Cons:** - Users struggle with a **steep learning curve** , especially non-technical users, highlighting the need for better onboarding tutorials. - Users often deal with **integration challenges and complexity** that hinder the overall user experience with Invicta AI. - Users find the **cost limitations** of Invicta AI challenging, hindering access for some businesses. - Users report **dependency issues** with Invicta AI, facing challenges with customization and reliance on external models. - Users find **limited customization** frustrating as it hinders meeting specific needs and adapting the product effectively. #### What Are Recent G2 Reviews of Invicta AI? **"[A good no-code platform for using multiple agents](https://www.g2.com/survey_responses/invicta-ai-review-11574362)"** **Rating:** 4.0/5.0 stars *— Verified User in Oil & Energy* [Read full review](https://www.g2.com/survey_responses/invicta-ai-review-11574362) --- **"[Empowering no code automation with collaboration AI agent](https://www.g2.com/survey_responses/invicta-ai-review-11022759)"** **Rating:** 4.5/5.0 stars *— SALMAN S.* [Read full review](https://www.g2.com/survey_responses/invicta-ai-review-11022759) --- ### 16. [Domo](https://www.g2.com/products/domo/reviews) **Average Rating:** 4.3/5.0 **Total Reviews:** 987 **Product Description:** Domo's AI and Data Products Platform empowers organizations to turn data into actionable insights and solutions. It allows users to seamlessly connect diverse data sources, prepare data for use, and generate dynamic reports and visualizations—all within a single interface. With built-in AI and automation capabilities, teams can easily build and use AI agents, streamline workflows, and create tailored solutions. ### What Do G2 Reviewers Say About Domo? *AI-generated summary from verified user reviews* **Pros:** - Users value the **ease of use** of Domo, making data management accessible for everyone, even non-tech-savvy individuals. - Users value the **flexible dashboards** in Domo, enabling seamless data visualization and integration from multiple sources. - Users praise Domo for its **intuitive design** , allowing easy access and effective data visualization for all skill levels. - Users value the **easy integrations** in Domo, enabling seamless connections with various data sources for streamlined management. - Users value the **seamless integration** of Domo, enabling efficient data management and real-time collaboration across platforms. **Cons:** - Users find the **learning curve steep** , often needing extra time to adapt to Domo's updates and functionalities. - Users note **missing features** in Domo, such as limited visualization capabilities and outdated MySQL implementation affecting usability. - Users are frustrated with **data management issues** , including complicated uploads and poor organization of datasets in Domo. - Users find Domo **expensive** due to ongoing costs and complexity of using multiple features and external support. - Users find Domo's **complexity** overwhelming, often requiring technical expertise and extended setup time to be effective. #### What Are Recent G2 Reviews of Domo? **"[All-in-One Platform for Real-Time Analytics and Dashboards](https://www.g2.com/survey_responses/domo-review-12676104)"** **Rating:** 5.0/5.0 stars *— Anuj T.* [Read full review](https://www.g2.com/survey_responses/domo-review-12676104) --- **"[Comprehensive Analytics Tool with a Learning Curve](https://www.g2.com/survey_responses/domo-review-9326769)"** **Rating:** 5.0/5.0 stars *— John L.* [Read full review](https://www.g2.com/survey_responses/domo-review-9326769) --- #### What Are G2 Users Discussing About Domo? - [What is Domo used for?](https://www.g2.com/discussions/what-is-domo-used-for) - 1 comment - [How much does Domo cost?](https://www.g2.com/discussions/how-much-does-domo-cost) - [What is Domo data?](https://www.g2.com/discussions/what-is-domo-data) ### 17. [Glean](https://www.g2.com/products/glean-technologies-glean/reviews) **Average Rating:** 4.7/5.0 **Total Reviews:** 159 **Product Description:** Glean is the Work AI platform that connects and understands your company’s data so every employee can find answers, generate content, and automate work with AI. Built around Search, Assistant, and Agents, Glean delivers trusted, personalized AI grounded in your company’s knowledge. With 100+ connectors, real-time permissions, and enterprise-grade security and governance, Glean helps teams work faster and turn knowledge into action. Glean: Work AI that Works. ### What Do G2 Reviewers Say About Glean? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Glean, significantly reducing time spent searching for information across tools. - Users appreciate Glean's **speed** in surfacing relevant information, significantly enhancing their productivity and workflow efficiency. - Users appreciate the **time-saving capabilities** of Glean, making information retrieval quick and efficient across multiple platforms. - Users commend Glean for its **fast search capabilities** , enabling quick access to relevant information across multiple tools. - Users find Glean **intuitive and easy to use** , enhancing their workflow and making daily tasks smoother and more efficient. **Cons:** - Users indicate that **improvements are needed** in transparency, controls, sharing, and accuracy for Glean's effectiveness. - Users often find the **search functionality lacking** , with results being too broad and requiring extra steps to refine. - Users find the **inadequate filtering** frustrating, often making it difficult to locate relevant information quickly. - Users desire **better transparency and controls** in Glean to enhance trustworthiness for complex tasks. - Users find the **limited customization** options to be a drawback, affecting search relevance and overall experience. #### What Are Recent G2 Reviews of Glean? **"[Glean Makes Finding Relevant Info Across Tools Effortless](https://www.g2.com/survey_responses/glean-review-12708909)"** **Rating:** 5.0/5.0 stars *— Madison S.* [Read full review](https://www.g2.com/survey_responses/glean-review-12708909) --- **"[Streamlines Document Search and Boosts Productivity](https://www.g2.com/survey_responses/glean-review-12841505)"** **Rating:** 5.0/5.0 stars *— Preetam J.* [Read full review](https://www.g2.com/survey_responses/glean-review-12841505) --- ### 18. [Relevance AI](https://www.g2.com/products/relevance-ai/reviews) **Average Rating:** 4.3/5.0 **Total Reviews:** 21 **Product Description:** Relevance AI is the home of the AI workforce: where anyone can build and recruit teams of AI agents to complete tasks on autopilot. Our no-code platform is built for ops teams, no technical background required. Subject-matter experts can use Relevance to design powerful AI agents and AI teams without relying on developer resources. Scale excellence across every area or team with your intelligent, purpose-built AI workforce. ### What Do G2 Reviewers Say About Relevance AI? *AI-generated summary from verified user reviews* **Pros:** - Users find Relevance AI's platform **easy to use** , simplifying tasks and reducing manual workload effectively. - Users appreciate the **user-friendly interface** and helpful customer service of Relevance AI, enhancing their analytics experience. - Users appreciate the **flexible AI integration** of Relevance AI, enhancing functionality and reducing manual workload. - Users value the **versatile customization options** of Relevance AI, allowing seamless creation of tailored agents for various needs. - Users value the **efficiency** of Relevance AI, as it significantly reduces manual workload with reliable AI-powered agents. **Cons:** - Users find the **high cost** of Relevance AI makes it unreasonable and less affordable for general use. - Users find Relevance AI **too expensive** , leading to frustration with high costs and unused service credits. - Users face **interface complexity** with Relevance AI, citing a confusing onboarding experience and busy UX/UI challenges. - Users feel that Relevance AI has **limited features** , lacking advanced tools for graphical output and automation. - Users find the **learning curve steep** due to a confusing onboarding experience and lack of in-person training. #### What Are Recent G2 Reviews of Relevance AI? **"[The Best Platform for Creating Custom Agents](https://www.g2.com/survey_responses/relevance-ai-review-12424146)"** **Rating:** 5.0/5.0 stars *— Leopoldo E.* [Read full review](https://www.g2.com/survey_responses/relevance-ai-review-12424146) --- **"[Versatile AI Platform with Expansive Integration](https://www.g2.com/survey_responses/relevance-ai-review-12090181)"** **Rating:** 5.0/5.0 stars *— Nabin P.* [Read full review](https://www.g2.com/survey_responses/relevance-ai-review-12090181) --- ### 19. [Automation Anywhere Agentic Process Automation](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews) **Average Rating:** 4.5/5.0 **Total Reviews:** 4,011 **Product Description:** Automation Anywhere is the global leader in Agentic Process Automation (APA), transforming how organizations put AI to work. Our platform combines specialized AI agents, generative AI, and end-to-end process automation—including process discovery, RPA, document processing, and advanced analytics—all built on a foundation of security and governance. We empower businesses worldwide to unlock productivity, elevate customer experiences, and drive new revenue streams. Guided by our vision to fuel the future of work, we unleash human potential through Agentic AI-powered automation. Learn more at https://www.automationanywhere.com. ### What Do G2 Reviewers Say About Automation Anywhere Agentic Process Automation? *AI-generated summary from verified user reviews* **Pros:** - Users value the **ease of use** of Automation Anywhere, benefiting from a seamless and intuitive RPA experience. - Users appreciate the **ease of turning repetitive tasks into automated workflows** with Automation Anywhere, enhancing efficiency significantly. - Users appreciate the **high efficiency** of Automation Anywhere, enabling seamless automation of various processes with ease. - Users commend the **ease of automation** with Automation Anywhere, enabling even non-coders to build effective bots effortlessly. - Users value the **broad functionality** of Automation Anywhere, enabling efficient automation across diverse processes and systems. **Cons:** - Users find the **pricing model complex and high** , which can be a challenge for small teams or individuals. - Users find the **steep learning curve** challenging, especially when trying to master advanced features of Automation Anywhere. - Users miss **essential features** like advanced connectors and multiple output variables, impacting usability and efficiency. - Users report encountering **software bugs** that disrupt automation processes and complicate the user experience. - Users find the **bot issues** challenging, especially with network dependencies and the complexity of the UI for beginners. #### What Are Recent G2 Reviews of Automation Anywhere Agentic Process Automation? **"[Reliable Automation Platform for Large-Scale Business Processes](https://www.g2.com/survey_responses/automation-anywhere-agentic-process-automation-review-12551948)"** **Rating:** 5.0/5.0 stars *— Vasanth Kumar V.* [Read full review](https://www.g2.com/survey_responses/automation-anywhere-agentic-process-automation-review-12551948) --- **"[RPA with Automation Anywhere](https://www.g2.com/survey_responses/automation-anywhere-agentic-process-automation-review-4128629)"** **Rating:** 5.0/5.0 stars *— Jose Luis G.* [Read full review](https://www.g2.com/survey_responses/automation-anywhere-agentic-process-automation-review-4128629) --- #### What Are G2 Users Discussing About Automation Anywhere Agentic Process Automation? - [What are the most significant impacts of Automation Anywhere's RPA on business process efficiency?](https://www.g2.com/discussions/automation-anywhere-rpa-robotic-process-automation-what-are-the-most-significant-impacts-of-automation-anywhere-s-rpa-on-business-process-efficiency) - 1 comment - [What are the most significant impacts of Automation Anywhere's RPA on business process efficiency?](https://www.g2.com/discussions/what-are-the-most-significant-impacts-of-automation-anywhere-s-rpa-on-business-process-efficiency) - 3 comments - [What is Automation Anywhere - RPA | Robotic Process Automation used for?](https://www.g2.com/discussions/what-is-automation-anywhere-rpa-robotic-process-automation-used-for) - 1 comment ### 20. [nebulaONE AI](https://www.g2.com/products/nebulaone-ai/reviews) **Average Rating:** 4.8/5.0 **Total Reviews:** 9 **Product Description:** NebulaONE is a secure, affordable, Microsoft-based AI gateway that allows organizations to deploy no-code Enterprise AI in their private Microsoft Azure environment. NebulaONE is unlike traditional AI SaaS platforms and is not licensed per user per month. NebulaONE is a value-based consumption platform in which you truly pay for what you use. If you are looking to rapidly prototype or legitimately go from Pilot to Production across your organization in an expedited fashion, and quickly realize ROI, nebulaONE AI is the enterprise platform for your organization. ### What Do G2 Reviewers Say About nebulaONE AI? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of nebulaONE AI, enabling seamless integration of AI tools for everyone. - Users commend the **responsive customer support** of nebulaONE AI, ensuring a fantastic and supportive user experience. - Users value the **rapid deployment** of nebulaONE AI, facilitating quick integration into existing systems and workflows. - Users appreciate the **cost-effective pricing** model of nebulaONE AI, benefiting from equitable access and easy deployment. - Users appreciate the **easy integrations** of nebulaONE AI, enabling quick deployment and seamless operation within existing systems. **Cons:** - Users express concerns about the **expensive support and maintenance charges** that may arise from rapid service expansion. - Users find a **learning curve for first-time users** , particularly in prompt design and agent instructions. - Users find the **administrator tools limited** , desiring enhanced capabilities for insights and reporting to aid decision-making. - Users note **missing features** in nebulaONE AI, as model availability and functionality expectations often lead to unmet needs. - Users face **model issues** due to reliance on external factors and rising functionality expectations, impacting overall satisfaction. #### What Are Recent G2 Reviews of nebulaONE AI? **"[A scalable, secure, platform to drive GenAI adoption across multiple user bases](https://www.g2.com/survey_responses/nebulaone-ai-review-12634628)"** **Rating:** 4.5/5.0 stars *— Jenny R.* [Read full review](https://www.g2.com/survey_responses/nebulaone-ai-review-12634628) --- **"[NebulaONE: Easy, Affordable, and Scales Fast Across Campus](https://www.g2.com/survey_responses/nebulaone-ai-review-12577326)"** **Rating:** 5.0/5.0 stars *— Howard M.* [Read full review](https://www.g2.com/survey_responses/nebulaone-ai-review-12577326) --- ### 21. [Auto GPT](https://www.g2.com/products/auto-gpt/reviews) **Average Rating:** 4.8/5.0 **Total Reviews:** 6 **Product Description:** Auto GPT is an open-source attempt to make GPT-4 fully autonomous, pushing the boundaries of AI innovation. ### What Do G2 Reviewers Say About Auto GPT? *AI-generated summary from verified user reviews* **Pros:** - Users highlight the **ease of use** of Auto GPT, appreciating its straightforward implementation and seamless integration. - Users value the **time-saving automation** features of Auto GPT, enhancing daily efficiency and productivity. - Users find Auto GPT's **amazing potential for automating complex tasks** both exciting and challenging in practice. - Users admire the **creativity** of Auto GPT, appreciating its human-like conversational abilities and engaging content generation. - Users appreciate the **supportive customer service** of Auto GPT, enhancing their overall experience and ease of use. **Cons:** - Users note the **limitations in understanding context** , leading to potential misinformation and gaps in domain knowledge. - Users face **limitations in context understanding** with Auto GPT, which can lead to misleading information being generated. - Users express concerns about **misleading marketing** , noting limitations in Auto GPT's ability to understand context accurately. - Users find that Auto GPT has **outdated information** , particularly regarding specialized or niche topics, limiting its effectiveness. - Users express concerns about **biasness and inaccurate results** , along with noted toxicity in Auto GPT's responses. #### What Are Recent G2 Reviews of Auto GPT? **"[Best AI Service](https://www.g2.com/survey_responses/auto-gpt-review-11365935)"** **Rating:** 5.0/5.0 stars *— Edwin M.* [Read full review](https://www.g2.com/survey_responses/auto-gpt-review-11365935) --- **"[Review for advance AI Tool (Auto GPT)](https://www.g2.com/survey_responses/auto-gpt-review-10307432)"** **Rating:** 4.5/5.0 stars *— Anshika S.* [Read full review](https://www.g2.com/survey_responses/auto-gpt-review-10307432) --- ### 22. [Bland AI](https://www.g2.com/products/bland-ai/reviews) **Average Rating:** 5.0/5.0 **Total Reviews:** 9 **Product Description:** Bland AI is an enterprise voice AI platform built for complex, high-stakes phone calls in regulated industries including Healthcare, Financial Services, and Insurance. Bland automates millions of inbound calls per year for 250+ enterprises including Signant Health, Innovacer, Samsara, First Financial Bank, Mutual of Omaha, and Kin Insurance. Core Use Cases Healthcare: Patient scheduling and appointment reminders, remote patient monitoring outreach, prior authorizations, and prescription refills. Financial Services: Customer service inquiries, lead qualification, and debt collection. Insurance: Speed-to-lead follow-up, claims inquiries, and policy renewals. Why Regulated Industries Choose Bland Most voice AI tools are built on top of proprietary model providers — which means when they go down, you go down. When they change their pricing, yours changes too. Bland owns its infrastructure end-to-end. Fully self-hosted and deployable on-premise or within a VPC, Bland gives compliance, security, and IT teams complete control over where data lives and how it's processed with none of the third-party dependencies that create risk in regulated environments. Bland also provides deep observability into every agent interaction, including call transcripts and monitoring tools that let legal and compliance teams audit, improve, and govern AI behavior at scale. Get a live phone agent in production in 30 days. Our world-class Forward Deployed Engineers work alongside your team to ensure a fast deployment without compromising on quality and compliance. Bland is for the calls you can't afford to get wrong. ### What Do G2 Reviewers Say About Bland AI? *AI-generated summary from verified user reviews* **Pros:** - Users highlight the **ease of use** of Bland AI, making setup and integration a seamless experience. - Users value Bland AI for its **powerful and user-friendly platform** , enabling complex and engaging AI voice interactions effortlessly. - Users highlight the **powerful and easy-to-use platform** of Bland AI for creating complex voice agents with minimal errors. - Users commend the **powerful and user-friendly AI** of Bland AI, enhancing engagement and satisfaction over human interactions. - Users value the **easy integrations** of Bland AI, praising its user-friendly API documentation and webhook functionality. **Cons:** - Users find the platform **somewhat complex** , though support resources have improved usability significantly over time. - Users find the platform **somewhat complex** , though improvements and training resources help ease the learning curve. - Users find the setup of Bland AI to be **somewhat complex** , but appreciate the training resources available for assistance. - Users find the **platform's complexity** to be challenging, although support and resources have improved the experience. - Users find the learning curve **difficult** , though support and resources have made improvements over time. #### What Are Recent G2 Reviews of Bland AI? **"[From Zero to Voice Escalation in Hours with Bland AI](https://www.g2.com/survey_responses/bland-ai-review-12708180)"** **Rating:** 4.0/5.0 stars *— Usman J.* [Read full review](https://www.g2.com/survey_responses/bland-ai-review-12708180) --- **"[Bland AI: Flexible API, Exceptional Speed](https://www.g2.com/survey_responses/bland-ai-review-12678518)"** **Rating:** 5.0/5.0 stars *— Cameron O.* [Read full review](https://www.g2.com/survey_responses/bland-ai-review-12678518) --- ### 23. [G2 Marketing Solutions](https://www.g2.com/products/g2/reviews) **Average Rating:** 4.6/5.0 **Total Reviews:** 5,283 **Product Description:** G2 is the world's largest and most trusted software marketplace. More than 90 million people annually — including employees at all of the Fortune 500 companies — use G2 to make smarter software decisions based on authentic peer reviews. Thousands of software and services companies of all sizes partner with G2 to build their reputation, manage their software spend, and grow their business. ### What Do G2 Reviewers Say About G2 Marketing Solutions? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of G2 Marketing Solutions, enjoying simple processes for sharing experiences effectively. - Users value the **authenticity** of G2 Marketing Solutions, trusting real reviews from genuine clients for informed decisions. - Users highly value G2.com for its **user-friendly interface** and credible, genuine reviews from real users. - Users value G2 Marketing Solutions for its **trustworthy reviews** that help inform their product decisions effectively. - Users value the **authentic reviews** on G2 Marketing Solutions, which provide reliable insights into various software and technologies. **Cons:** - Users find the **inconsistent review approval process** confusing, impacting the reliability of feedback on G2 Marketing Solutions. - Users warn about **biased reviews** on G2, as opinions may be outdated or influenced, complicating decision-making. - Users express concerns over the **lack of clarity** in G2 Marketing Solutions, affecting insights and review approval processes. - Users find the **time-consuming review process** on G2 Marketing Solutions can be tedious and lengthy. - Users find the **confusing interface** and unclear processes hinder their ability to use G2 Marketing Solutions effectively. #### What Are Recent G2 Reviews of G2 Marketing Solutions? **"[Great platform for B2b reviews and buyer incentive data](https://www.g2.com/survey_responses/g2-marketing-solutions-review-7062945)"** **Rating:** 5.0/5.0 stars *— Niels L.* [Read full review](https://www.g2.com/survey_responses/g2-marketing-solutions-review-7062945) --- **"[Builds Trust and Visibility with Authentic Reviews and Buyer Intent Data](https://www.g2.com/survey_responses/g2-marketing-solutions-review-12793251)"** **Rating:** 5.0/5.0 stars *— Atharva Z.* [Read full review](https://www.g2.com/survey_responses/g2-marketing-solutions-review-12793251) --- #### What Are G2 Users Discussing About G2 Marketing Solutions? - [In what ways is G2.com influencing purchasing decisions in the software and technology market?](https://www.g2.com/discussions/in-what-ways-is-g2-com-influencing-purchasing-decisions-in-the-software-and-technology-market) - 8 comments, 4 upvotes - [How is G2.com being used to enhance operational efficiency and user experience in its specific field?](https://www.g2.com/discussions/how-is-g2-com-being-used-to-enhance-operational-efficiency-and-user-experience-in-its-specific-field) - 6 comments, 2 upvotes - [What is G2.com used for?](https://www.g2.com/discussions/what-is-g2-com-used-for) - 11 comments, 6 upvotes ### 24. [Kuga](https://www.g2.com/products/kuga/reviews) **Average Rating:** 4.9/5.0 **Total Reviews:** 6 **Product Description:** 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. #### What Are Recent G2 Reviews of Kuga? **"[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) --- **"[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) --- ### 25. [Orbitype](https://www.g2.com/products/orbitype/reviews) **Average Rating:** 4.8/5.0 **Total Reviews:** 5 **Product Description:** 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 ### What Do G2 Reviewers Say About Orbitype? *AI-generated summary from verified user reviews* **Pros:** - Users value the **easy integrations** with Orbitype, appreciating its flexibility and compatibility with existing systems. - Users value the **easy management** capabilities of Orbitype, enhancing integration and access control for projects. - Users value the **flexibility** of Orbitype, enjoying seamless integration and full control over their data and workflows. - Users value the **seamless integration** with existing structures and robust access management features in Orbitype. - Users appreciate the **flexible integrations** of Orbitype, allowing full control and seamless data management without lock-in. **Cons:** - Users note a **small learning curve** with Orbitype, but appreciate the freedom of owning their system. - Users find the **user interface congested** , leading to confusion and difficulty accessing necessary tools quickly. - Users find the **poor UI** of Orbitype congested, making it difficult to access necessary tools efficiently. #### What Are Recent G2 Reviews of Orbitype? **"[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) --- **"[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) --- ## What Is AI Agent Builders Software? [ Agentic AI Software](https://www.g2.com/categories/agentic-ai) ## What Software Categories Are Similar to AI Agent Builders Software? - [AI Agents For Business Operations](https://www.g2.com/categories/ai-agents-for-business-operations) - [AI Chatbots Software](https://www.g2.com/categories/ai-chatbots) - [AI Orchestration Software](https://www.g2.com/categories/ai-orchestration) --- ## How Do You Choose the Right AI Agent Builders Software? ### What You Should Know About AI Agent Builders Software ### AI Agent Builders buying insights at a glance [AI Agent Builders Software](https://www.g2.com/categories/ai-agent-builders) helps organizations design, deploy, and manage autonomous AI agents that can execute tasks, retrieve information, and automate workflows across business systems. These platforms allow teams to configure AI-driven agents that interact with internal [knowledge bases](https://www.g2.com/categories/knowledge-base-software), [CRM systems](https://www.g2.com/categories/CRM), support tools, and operational data sources to perform work such as answering questions, routing requests, completing workflows, or generating responses. As businesses increasingly operationalize generative AI, **AI agent builders** are becoming essential infrastructure for teams that want AI to move beyond experimentation and into everyday business processes. Organizations often adopt **AI agent builder software** to reduce manual work, streamline repetitive workflows, and give employees or customers faster access to accurate information. Across G2 user reviews, buyers frequently highlight benefits such as easier workflow automation, improved access to internal knowledge, and the ability to deploy AI-driven assistants without extensive engineering support. The **best AI agent building tools** stand out when they combine flexible automation logic, strong integrations, and reliable AI responses that support real operational tasks. In practice, the most effective **AI agent builder platforms** function as an automation layer that connects systems, workflows, and AI reasoning within a single environment. Pricing varies depending on automation complexity, agent usage volume, integration requirements, and governance features. Many vendors offer tiered subscription plans combined with usage-based pricing tied to messages, [API](https://www.g2.com/categories/api-development) calls, or workflow executions. Organizations evaluating **AI agent builder platforms** often also factor in implementation support, model usage costs, and long-term administration effort when estimating the total cost of ownership. ### **Top 5 FAQs from software buyers:** - What features should I look for in the best AI agent builders? - How do AI agent builder tools connect with internal business systems? - What’s the difference between AI agent builder software and chatbot platforms? - How do AI agent builder platforms manage automation workflows and decision logic? - How long does it take to deploy AI agents using modern AI agent builders? G2's top-rated AI Agent Builders, based on verified reviews, include [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews), [UiPath Agentic Automation](https://www.g2.com/products/uipath-agentic-automation/reviews), [Lindy](https://www.g2.com/products/lindy-lindy/reviews), [IBM watsonx.ai](https://www.g2.com/products/ibm-watsonx-ai/reviews), and [Workato](https://www.g2.com/products/workato/reviews). [(Source 2)](https://company.g2.com/news/g2-winter-2026-reports) ### What are the top-reviewed AI Agent Builders on G2? Based on review volume in this category, these are the most-reviewed products: [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews) - Reviews: 625 - Satisfaction: 99 - Market Presence: 99 - G2 Score: 99 [UiPath Agentic Automation](https://www.g2.com/products/uipath-agentic-automation/reviews) - Reviews: 98 - Satisfaction: 66 - Market Presence: 69 - G2 Score: 68 [Lindy](https://www.g2.com/products/lindy-lindy/reviews) - Reviews: 116 - Satisfaction: 79 - Market Presence: 55 - G2 Score: 67 [IBM watsonx.ai](https://www.g2.com/products/ibm-watsonx-ai/reviews) - Reviews: 18 - Satisfaction: 53 - Market Presence: 75 - G2 Score: 64 [Workato](https://www.g2.com/products/workato/reviews) - Reviews: 37 - Satisfaction: 64 - Market Presence: 54 - G2 Score: 59 **Satisfaction** reflects user-reported ratings, including ease of use, support, and feature fit. ([Source 2](https://www.g2.com/reports)) **Market Presence** scores combine review and external signals that indicate market momentum and footprint. ([Source 2](https://www.g2.com/reports)) **G2 Score** is a weighted composite of Satisfaction and Market Presence. ([Source 2](https://www.g2.com/reports)) Learn how G2 scores products. ([Source 1](https://documentation.g2.com/docs/research-scoring-methodologies?_gl=1*5vlk6s*_gcl_au*MTAwMzU5MzUxLjE3NjM0MTg0NzYuNjY0NTIxMTY0LjE3NjQ2MTc0NzcuMTc2NDYxNzQ3Nw..*_ga*NzY1MDU0NjE3LjE3NjM0NzQ3ODM.*_ga_MFZ5NDXZ5F*czE3NjYwODk1MTMkbzY3JGcxJHQxNzY2MDkyMjQyJGo1NyRsMCRoMA..)) ### What I Often See in AI Agent Building Tools #### **Feedback Pros: What Users Consistently Appreciate** - **Low-code workflow builders enable rapid creation of AI-powered agents** - _"The low-code/no-code platform makes it incredibly easy to build and deploy AI agents without extensive programming knowledge. I really appreciate the pre-built agent frameworks and the seamless integration with our existing CRM and enterprise systems. The enterprise-grade security and built-in responsible AI features give us confidence in deploying these agents in production. The multi-agent automation capabilities have significantly streamlined our workflows, especially for customer support and data analysis tasks."_ - [Harsh Chaudhari](https://www.g2.com/products/lyzr-lyzr-ai/reviews/lyzr-ai-review-12226428), Lyzr Review - **Strong integrations with CRM, support platforms, and internal knowledge sources** - _"Lindy's flexibility is its biggest flex. Unlike other automation tools that are super clunky and rigid, Lindy lets you build 'agents' that actually get the context. I use it to completely automate our new client onboarding process. When a new contract is signed in our CRM, a Lindy is triggered: it sends a welcome email, sets up a Google Drive folder, adds the client to our project tool, and schedules the first kick-off meeting. The integrations are rock solid, and the ability to chain multiple complex actions together is straight-up game-changing."_ - [Osmar Gonçalves](https://www.g2.com/products/lindy-lindy/reviews/lindy-review-11783253), Lindy Review - **Automation reduces repetitive support tasks and accelerates internal workflows** - _"I like using UiPath Agentic Automation because it allows me to build intelligent automation workflows that go beyond simple rule-based RPA. It helps me automate repetitive tasks and handle data and documents more efficiently. I really appreciate how easily it combines RPA with AI-driven decision making, making workflows more flexible and intelligent. It's powerful but still easy to learn and experiment with. I also like how well everything is integrated into a single platform, making it easy to build, test, and scale automations without much friction. The learning resources and community support are another big plus."_ - [SUPREETH GOLLAPALLY](https://www.g2.com/products/uipath-agentic-automation/reviews/uipath-agentic-automation-review-12293268), UiPath Agentic Automation Review #### **Cons: Where Many Platforms Fall Short** - **Advanced workflow configuration can require technical knowledge or experimentation** - _"While it promises low-code automation, creating advanced workflows often requires a deeper understanding of the platform, leading to a steep learning curve."_ - [Sumit Kumar Shukla](https://www.g2.com/products/ibm-watsonx-orchestrate/reviews/ibm-watsonx-orchestrate-review-11965989), IBM watsonx Orchestrate Review - **Initial setup and integration planning may take longer than expected** - _"The main thing to be aware of is that while the basic functionality is very straightforward, there's a bit of a steep learning curve for the more advanced features and custom integrations. The platform is incredibly powerful, which also means it can be a little overwhelming at first. For someone who isn't very technical, creating a more complex "skill flow" can take some time to get the hang of. Also, while the integrations are a big selling point, the initial setup process for some of our non-IBM applications was a bit more complex than we anticipated. It's nothing that can't be figured out, but it's worth noting."_ - [Shubham Verma](https://www.g2.com/products/ibm-watsonx-orchestrate/reviews/ibm-watsonx-orchestrate-review-11521587), IBM watsonx Orchestrate - **Prompt tuning and agent logic refinement require ongoing monitoring** - _"Prompts need a lot of tuning, especially when agents are exposed via customer-facing portals, which can expect any kind of open questions. But once turned, it works great."_ - [Verified User](https://www.g2.com/products/salesforce-agentforce/reviews/salesforce-agentforce-review-12213295), Salesforce Agentforce Review ### Expert Takeaway AI agent builders deliver the most value when organizations treat them as workflow orchestration platforms rather than simple conversational tools. The strongest implementations combine AI reasoning with structured automation logic, allowing teams to route requests, trigger actions, retrieve data, and complete tasks without manual intervention. Review sentiment reflects strong overall adoption. The category maintains a high average star rating above 4.5, alongside strong usability signals, including high scores for ease of use, ease of setup, and quality of support. Likelihood to recommend also trends high, suggesting that many buyers see clear productivity gains once agents are deployed successfully. Friction typically occurs during the transition from pilot use cases to production-scale automation. Teams that struggle often underestimate the effort required to structure workflows, define agent responsibilities, and maintain prompt or knowledge configurations. High-performing teams approach **AI agent builder software** with clear automation goals, defined data sources, and governance rules that keep agents reliable as usage grows. The **best AI agent builders** tend to succeed when they balance flexibility with operational reliability. Strong **AI agent-building tools** enable teams to iterate quickly while maintaining control over workflows, integrations, and response quality. As adoption grows across IT, operations, customer support, and revenue teams, **AI agent builder platforms** are increasingly becoming foundational infrastructure for organizations looking to operationalize AI-driven automation. ### AI Agent Builders Software FAQs #### Can I build an AI agent on my own? Yes, you can build an AI agent on your own using modern AI agent builder platforms. Many tools now provide visual workflows, prebuilt integrations, and natural-language configuration that allow teams to design and deploy agents without writing extensive code. Most platforms include features such as prompt configuration, workflow logic, API integrations, and deployment tools for chat interfaces or internal automation. This allows teams to create agents that answer questions, automate tasks, retrieve knowledge, or trigger workflows across business systems. However, building reliable agents usually requires planning around data sources, integrations, and workflow logic. Many organizations still rely on **ai agent builder software** to simplify deployment, manage integrations, and maintain governance as usage grows. #### Which AI tool is best for building AI agents and automation projects? Some of the strongest platforms for building AI agents and automation workflows include: - [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews) – Designed for enterprise automation and AI-powered agents that connect deeply with Salesforce data and business processes. - [UiPath Agentic Automation](https://www.g2.com/products/uipath-agentic-automation/reviews) – Combines AI agents with robotic process automation (RPA) to automate complex enterprise workflows. - [Lindy](https://www.g2.com/products/lindy-lindy/reviews) – Focused on building task-oriented AI assistants that automate operational workflows and productivity tasks. - [IBM watsonx.ai](https://www.g2.com/products/ibm-watsonx-ai/reviews) – Enterprise AI development platform for building and deploying AI agents, models, and automation pipelines. - [Workato](https://www.g2.com/products/workato/reviews) – Integration-led automation platform that allows teams to orchestrate AI-driven workflows across business applications. - [Zapier](https://www.g2.com/products/zapier/reviews) – Popular no-code automation platform used to connect thousands of applications and automate tasks without coding. The best option typically depends on your environment, integration requirements, and whether you need enterprise-scale automation or lightweight workflow orchestration. #### What’s the best no-code AI agent builder software for website chatbots? Several platforms allow teams to build conversational AI agents and deploy them to websites without coding. Here are some widely used options: - [Voiceflow](https://www.g2.com/products/voiceflow/reviews) – Popular for building conversational AI assistants and deploying chat or voice agents across websites and digital channels. - [CloseBot](https://www.g2.com/products/closebot/reviews) – Designed for creating AI-powered chat agents for websites and customer support automation. - [Stack AI](https://www.g2.com/products/stack-ai/reviews) – Visual builder that helps teams design AI workflows and deploy AI-powered assistants without code. - [SmythOS](https://www.g2.com/products/smythos/reviews) – Platform focused on building autonomous AI agents with visual workflows and automation logic. - [Lindy](https://www.g2.com/products/lindy-lindy/reviews) – Enables teams to create task-based AI assistants that automate operational processes and messaging workflows. These tools focus on **visual workflow builders, prompt configuration, and easy chatbot deployment** , which makes them suitable for teams that want to launch AI agents without writing code. #### Which AI agent builder tools integrate with Slack and HubSpot? Some AI agent builder platforms are specifically designed to integrate with communication and CRM tools such as Slack and HubSpot. Examples include: - [Zapier](https://www.g2.com/products/zapier/reviews) – Connects Slack, HubSpot, and thousands of other applications to automate workflows and data synchronization. - [Workato](https://www.g2.com/products/workato/reviews) – Enterprise integration platform used to automate processes across applications like CRMs, messaging tools, and operational systems. - [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews) – Supports deploying AI agents within Slack to interact with teams directly in their collaboration environment. These platforms work well for organizations that want AI agents to trigger workflows, update CRM records, or respond to internal requests directly inside collaboration tools. #### Which AI agent builder platforms are best for workflow automation? Several AI agent builder platforms are designed specifically for workflow automation and process orchestration. Here are some of the most commonly used options: - [UiPath Agentic Automation](https://www.g2.com/products/uipath-agentic-automation/reviews) – An Enterprise automation platform that combines AI agents with robotic process automation to manage complex business workflows. - [Workato](https://www.g2.com/products/workato/reviews) – Known for orchestrating cross-application workflows and integrating automation across large enterprise tech stacks. - [Zapier](https://www.g2.com/products/zapier/reviews) – No-code automation platform that connects thousands of apps to automate repetitive tasks and workflows. - [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews) – Designed to automate workflows across CRM, support, and operational processes using AI agents. These platforms are typically used to automate tasks such as customer support routing, sales follow-ups, internal approvals, onboarding workflows, and operational task automation. ### Sources 1. [G2 Scoring Methodologies](https://documentation.g2.com/docs/research-scoring-methodologies?_gl=1*5ky9es*_gcl_au*MTY2NDg2MDY3Ny4xNzU1MDQxMDU4*_ga*MTMwMTMzNzE1MS4xNzQ5MjMyMzg1*_ga_MFZ5NDXZ5F*czE3NTUwOTkzMjgkbzQkZzEkdDE3NTUwOTk3NzYkajU3JGwwJGgw) 2. [G2 Winter 2026 Reports](https://company.g2.com/news/g2-winter-2026-reports) Researched By: [Bijou Barry](https://research.g2.com/insights/author/bijou-barry) Last updated on March 16, 2026