# Botpress Reviews **Vendor:** Botpress **Category:** [ AI Agent Builders Software](https://www.g2.com/categories/ai-agent-builders) **Average Rating:** 4.5/5.0 **Total Reviews:** 492 ## About Botpress Botpress is a leading AI platform built for creating and deploying autonomous AI agents at scale. Headquartered in Montreal and trusted by teams in over 190 countries, Botpress gives organizations the infrastructure needed to move beyond traditional chatbots and build agents that reason, act, and integrate directly into business systems. The platform is used by startups, growth-stage companies, and global enterprises to automate real workflows, improve efficiency, and deliver intelligent customer and employee experiences. At its foundation, Botpress provides the essential building blocks for production-ready agents: multi-turn reasoning, tool orchestration, persistent memory, safe code execution in a sandboxed environment, and runtime isolation to ensure predictable behavior over time. Agents can interact with APIs, handle structured data, write and execute code, and return rich UI responses, all while maintaining stability and scale. Each agent runs in a fully isolated environment to reduce risk and prevent regressions. Botpress supports both no-code and pro-code development. Business teams launch agents quickly using the visual Studio, while developers leverage SDKs and APIs for full customization and integration. This dual approach makes Botpress accessible to non-technical users yet powerful enough for engineers building complex, domain-specific logic. The result is faster time-to-value without sacrificing control or flexibility. Organizations use Botpress to automate customer support, streamline backend workflows, manage internal tools, and tackle domain-specific tasks that previously required full-stack engineering. The platform helps teams ship agents that operate safely, respond accurately, and scale across departments and regions. By blending visual development with enterprise-grade extensibility, Botpress shortens the gap between experimentation and production, ensuring companies can move quickly without compromising reliability. In 2025, Botpress raised a $25M Series B led by FRAMEWORK Ventures with participation from HubSpot, Deloitte, and Inovia, to accelerate platform growth and global adoption. The company continues to expand its ecosystem of tools, integrations, and prebuilt workflows, making it easier for businesses to adopt AI agents in real-world use cases. Botpress stands at the center of the shift from static chatbots to autonomous AI systems. By providing the infrastructure for safe, scalable, and production-ready agents, Botpress enables companies to transform how work gets done across customer-facing and internal processes. ## Botpress Pros & Cons **What users like:** - Users find Botpress exceptionally **easy to learn and use** , facilitating seamless chatbot creation and implementation. (137 reviews) - Users appreciate the **rapid deployment and flexibility** of Botpress, enhancing their AI chatbot creation experience significantly. (94 reviews) - Users value the **seamless integrations** of Botpress, making it easy to connect with essential tools like Slack and Whatsapp. (78 reviews) - Users praise the **easy integrations** of Botpress, highlighting its compatibility with various tools for enhanced functionality. (77 reviews) - Users find Botpress exceptionally **intuitive and user-friendly** , significantly easing the chatbot creation process for all skill levels. (68 reviews) - Helpful (65 reviews) - Customization (62 reviews) - Chatbot Creation (61 reviews) - Users appreciate the **user-friendly interface** of Botpress, making chatbot creation accessible and straightforward from the start. (58 reviews) - Easy Creation (54 reviews) **What users dislike:** - Users find the **learning curve steep** , often requiring more tutorials and structured training for effective use. (60 reviews) - Users find **limited features** challenging, especially regarding setup, management, and training AI effectively, particularly for beginners. (34 reviews) - Users find the **missing features** in Botpress, particularly in transitions, conditions, and customization options, frustrating. (34 reviews) - Users find the **steep learning curve** of Botpress challenging, needing more structured training and tutorials to assist them. (31 reviews) - Users express frustration with **poor documentation** , noting it is outdated and lacks clarity for complex features. (29 reviews) - Users face **integration issues** with Botpress, impacting usability and complicating the overall experience with documentation gaps. (28 reviews) - Software Bugs (28 reviews) - Users face **AI limitations** with Botpress, struggling with node management and lacking flexible integration options for conversation flows. (27 reviews) - Complexity (25 reviews) - Complexity Issues (23 reviews) ## Botpress Reviews ### 1. AI workflows are very useful, but there is a lack of documentation in Spanish. **Rating:** 5.0/5.0 stars **Reviewed by:** Melvin L. | CTO, Small-Business (50 or fewer emp.) **Reviewed Date:** October 27, 2025 **What do you like best about Botpress?** The use of your AI workflows and the simplification of integrations **What do you dislike about Botpress?** the limited documentation in Spanish and tutorial examples to be able to expand the uses of the platform **What problems is Botpress solving and how is that benefiting you?** The simplification of the conversational flow systems and the ability to scale them quickly ### 2. Botpress Usagees **Rating:** 3.5/5.0 stars **Reviewed by:** TANMAY J. | Founder, Information Technology and Services, Small-Business (50 or fewer emp.) **Reviewed Date:** September 12, 2025 **What do you like best about Botpress?** I like that Botpress is easy to use, integrates smoothly, and offers a drag-and-drop interface for building bots. **What do you dislike about Botpress?** Customer support could be better, and there are limited ready-made templates available. **What problems is Botpress solving and how is that benefiting you?** Botpress helps with AI chatbot creation without needing coding skills. As an agency owner, it allows me to build and launch bots quickly, and clients are willing to pay a premium for this speed and convenience. ### 3. Building Chatbots Is as Easy as 1, 2, 3 **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Security and Investigations | Small-Business (50 or fewer emp.) **Reviewed Date:** August 20, 2025 **What do you like best about Botpress?** I love that Botpress is open source, so customisation is easy and anything is possible. Chatbot creation feels intuitive and flexible. You can map out conversations easily with the visual flow builder, and deployment across multiple platforms like WhatsApp, Messenger, Telegram, Slack and websites is great. Knowledge base integration is always a good feature, so you can upload your FAQ's and documents to pull from for answers. **What do you dislike about Botpress?** Not great for beginners or non-developers - there's a steep learning curve, especially for advanced setup or customisation. It can be resource-heavy on servers, and major updates sometimes break existing bots. Integration is easy, but on the free plan, your options are limited. On the free plan, there is no advanced customer support, only community support. **What problems is Botpress solving and how is that benefiting you?** I can built a bot fairly quickly that recognizes user intents, guides conversations, and handles tasks like booking or providing information across multiple channels. This not only saves time and reduces frustration but also allows for a better user experience, while giving you the flexibility to customize the bot as needed. The NLU makes it so much easier to respond to customer questions, as it understands the different ways people asks questions. ### 4. BotPress has been my choice when building AI Assistant **Rating:** 5.0/5.0 stars **Reviewed by:** Italo R. | Co-founder, Small-Business (50 or fewer emp.) **Reviewed Date:** March 20, 2025 **What do you like best about Botpress?** The Autonomous Agent mixed with Standard agents turns it into a very powerful hybrid approach, when consuming from API, mixing with tables storage. The knowledge base also is a powerful tool to quickly build a very human AI agent to answer simple questions. And also it's very easy to connect to any of the communication channels any business would use. **What do you dislike about Botpress?** The learning curve can be a little steep, but there are plenty of resources, discord channel, and the community is super active. **What problems is Botpress solving and how is that benefiting you?** In the hospitality world, it's very common for people to ask questions about the city, events, the properties itself, and make reservations when they feel confident. This demands a lot of time and effort, with repetitive chats with humans; with botpress, we can have an agent 24/7 answering the most common questions, besides being also able to make reservations, upsell for extra services, and managing reservations though API connection. ### 5. Very positive about botpress.com **Rating:** 5.0/5.0 stars **Reviewed by:** River Lyle R. | Webmaster html/bot developer., Small-Business (50 or fewer emp.) **Reviewed Date:** October 06, 2025 **What do you like best about Botpress?** I would like to leave a positive review on botpress.com for providing excellent tools and a free version to try out, i am now a proud paying customer! **What do you dislike about Botpress?** It can be difficult to get started alone, but you might be able to do what i did, experiment **What problems is Botpress solving and how is that benefiting you?** Ai consulting and development ### 6. Most flexible Chatbot Platform I experienced **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Chemicals | Enterprise (> 1000 emp.) **Reviewed Date:** May 31, 2025 **What do you like best about Botpress?** I like the combination of LowCode and ProCode as well as integrations of variety of tools available to build RAG-based Chatbots quickly. The UI is intuitive and easy to understand. I think the USP of Botpress is that it has the capability to scale within Companies and reach all rooms of the house (from Citizen Devs to Pro Devs) and has a great impact to deliver GenAI Chatbots to boost productivity as well as generate value for everyone. **What do you dislike about Botpress?** Although, I can tell Botpress is at full speed with new updates, some "smaller" features are being forgotten. For example, it's great to have an Index Optimization function for the Vector Database. However, after uploading new documents to the Database, the function always optimizes every document, even documents that were optimized before (which can be costly if done regularly). **What problems is Botpress solving and how is that benefiting you?** With quickly rising demand for Chatbots from many Teams and Business Units, Botpress will benefit us to deal with this situations by providing GenAI Chatbot as a Self-Service where Citizen Devs can build Chatbots themselves without needing to wait for IT and with the right guidance. ### 7. Great functionality. LEarning curve is slow **Rating:** 4.0/5.0 stars **Reviewed by:** My Van P. | Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** October 01, 2025 **What do you like best about Botpress?** That you can do everything as long as you know developer skills **What do you dislike about Botpress?** The interface is not the most user friendly at the beginning. I struggled a little in the beginning to undertand how to make it work. **What problems is Botpress solving and how is that benefiting you?** Chatbot on my website for customer service. Serving availability and pricing and customer services queries ### 8. Botpress review **Rating:** 4.0/5.0 stars **Reviewed by:** Gaurav R. | Consultant, Small-Business (50 or fewer emp.) **Reviewed Date:** August 19, 2025 **What do you like best about Botpress?** Easy to build chatbots – It lets me create chatbots using a visual drag-and-drop tool, so I don’t need to be a coding expert. Smart and flexible – It uses AI to understand user questions and can work on different platforms like websites, WhatsApp, or Slack. **What do you dislike about Botpress?** Not easy for beginners – Some advance features can be confusing if someone is new or don’t know much coding. Hard to reuse stuff – I can’t easily copy and reuse chatbot flows between projects, which can slow things down. **What problems is Botpress solving and how is that benefiting you?** It helps users to build smart chatbots that automate conversations, saving time, improving customer support, and working across platforms like websites, WhatsApp, and Slack ### 9. Corporate AI has never been easier **Rating:** 5.0/5.0 stars **Reviewed by:** Ravi J. | Director Program Management Office, Mid-Market (51-1000 emp.) **Reviewed Date:** December 05, 2023 **What do you like best about Botpress?** The flexibility of the product and its ability to solve multiple problems in a short development cycle it revolutionary. The ease to implement is easy enough for business users to spin up their own bots. Its ability to integrate with other platforms expands the capability of the platform significantly. **What do you dislike about Botpress?** There is no easy way to have Botpress access a site behind a secure wall. This makes training on internal docs a bit more complex, either having two sets, or having to download from the source site and train on a regular basis. **What problems is Botpress solving and how is that benefiting you?** We are using Botpress for combing through RFPs, and also for a knowlege base search tool. Botpress has also taken he place of tools like survey monkey and for client support and basic consulting tasks. ### 10. A Grateful Journey: Discovering the Power of Botpress **Rating:** 5.0/5.0 stars **Reviewed by:** Adam L. | Founder, CEO (Sold to MetaGoose Technologies Inc), Small-Business (50 or fewer emp.) **Reviewed Date:** October 30, 2023 **What do you like best about Botpress?** I was lucky enough to stumble upon bot AI Simp, my now business partner, and the tool I use almost exclusively for website ai chatbots. Botpress does a fantastic job on creating a platform that is extremely excessible to any skill level but also allows you to push past most low code solutions by being able to execute code right in the chat sequence. This allows us to connect to multiple apis, zapier, and even langchain. Mix that with the incredibly helpful community and it quickly became my go to choice for and website facing AI bot. 10/10 Best in the businss **What do you dislike about Botpress?** Honestly, there isn't many things to dislike, short of it not being the one AI to rule them all. For it's niche, it stands alone. **What problems is Botpress solving and how is that benefiting you?** Chatbot flows with variables and website facing UI is where botpress stands far above the rest. This allows many builds to be done quickly and efficiently while also allowing use to integrate niche use cases or parts of the bot with it's ability to execute code. ### 11. Powerful Conversational AI Platform with Room for Improvement **Rating:** 5.0/5.0 stars **Reviewed by:** ZIZILE G. | Information Technology Support Technician, Small-Business (50 or fewer emp.) **Reviewed Date:** September 30, 2025 **What do you like best about Botpress?** Its visual flow builder and natural language understanding make it easy to design complex chat bot conversations without deep coding knowledge. **What do you dislike about Botpress?** The platform can be resource-intensive and occasionally buggy, especially when handling larger projects or third-party integrations. **What problems is Botpress solving and how is that benefiting you?** Botpress helps automate customer interactions, internal support, and repetitive tasks through AI-powered chatbots. This saves time, reduces manual workload, and improves user experience by providing instant, consistent responses across multiple channels. It also allows non-developers to build and manage bots efficiently, increasing team productivity and reducing development costs. ### 12. best tool for creating AI chatbots in easy and fun way **Rating:** 4.0/5.0 stars **Reviewed by:** Aishwary D. | Student, Small-Business (50 or fewer emp.) **Reviewed Date:** April 01, 2025 **What do you like best about Botpress?** the best thing in UI, it is very efficient to drag and drop the cards to create a well working chatbot. Botpress comes with tonnes of features and they have an awesome youtube channel to teach us all the stuff. they also have a discord channel where they help stuck users. It is very easy to use, people can learn it in a week or so. **What do you dislike about Botpress?** they give limited messages in free tier, which makes it difficult to test full fledged chatbot is one does not have a subscription. the UI and features keep changing once in a while, they keep updating things ideally for the better user experience but sometimes it causes problems to users **What problems is Botpress solving and how is that benefiting you?** we can create a personalized ai chatbot easily and not rely on third party packages for chatbots to be integrated systems ### 13. Flexible Node-Based Interface Perfect for Low-Code Teams **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Mid-Market (51-1000 emp.) **Reviewed Date:** November 25, 2025 **What do you like best about Botpress?** The node base interface makes it really easy to create proofs of concept and offer great flexibility for low-code teams. **What do you dislike about Botpress?** Not having a integrated detailed track changes on paid plans. **What problems is Botpress solving and how is that benefiting you?** Helps us with business case where we need natural language understanding to better answer the customer or recommend better products. ### 14. Probably the most advanced chatbot builder out there **Rating:** 4.5/5.0 stars **Reviewed by:** Joel L. | Automation Consultant, Small-Business (50 or fewer emp.) **Reviewed Date:** February 18, 2025 **What do you like best about Botpress?** As an automation consultant, I've used other platforms to build chatbots for my clients, and Botpress is the one that has allowed us to build and operate the most complex implementations with success. I'm talking about combining conditional logic, LLMs and external API calls to our clients' systems to process user input and move users as designed through the conversation flow. Whenever Botpress native features don't do something, the integration marketplace usually solves the problem, with a lot of handy plugins that allow you to integrate with other software. **What do you dislike about Botpress?** Botpress flow builder requires a high learning curve, specially for complex implementations. Whenever we deliver a solution to a client and give out the technical advice and access to platform, business users find it hard to learn it. Botpress pricing model can be expensive for certain companies that receive a lot of incoming messages or need extra features. Although a first glance at the free tier might make you think otherwise, the limits are soon exceeded. This gap is being solved recently with the introduction of the Plus plan. **What problems is Botpress solving and how is that benefiting you?** Solves self-service product ordering by natural language and one-click WhatsApp integration for bringing chatbots to the most used platform by our clients' customers. ### 15. Botpress AI **Rating:** 3.5/5.0 stars **Reviewed by:** Harshit S. | Programmer Analyst, Information Technology and Services, Small-Business (50 or fewer emp.) **Reviewed Date:** August 25, 2025 **What do you like best about Botpress?** It is open source and it's visual editing helps to easily design and code. Provides wide range of integration support. **What do you dislike about Botpress?** Sometimes it is a bit complex to learn and use. There's often some issues with Error Handling. **What problems is Botpress solving and how is that benefiting you?** Botpress enables business to automate customer support interaction, it can offer 24/7 customer support. It also automates workflows and tasks. ### 16. My impressions of Botpress as a platform supplier **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Small-Business (50 or fewer emp.) **Reviewed Date:** November 19, 2024 **What do you like best about Botpress?** Botpress is currently the best solution to distribute and build multiple chatbots. This is gamechanging for people in the intersection of marketing and development - as myself. You can spin up a useful integration in a couple of hours, the team is always ready to help with the basic plans, and even the free chatbot is great. Im using it daily to reduce the number of unqualified leads in our funnel and it's been a great experience **What do you dislike about Botpress?** There are some integrations with whatsapp business API that are not intuitive to make for users, as they require some code and not all features of the API are being explored **What problems is Botpress solving and how is that benefiting you?** Botpress helps me as it supplies an interface in wich you can create multiple conversational experiences, this is essential to marketers as when we focus on the middle/end side of the sales funnels we often need to test different strategies to engage costumers. ### 17. Easy to Use and Flexible—A Standout Experience **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Higher Education | Mid-Market (51-1000 emp.) **Reviewed Date:** November 25, 2025 **What do you like best about Botpress?** Great balance of low-code and code. The ability to add custom scripts gives total flexibility **What do you dislike about Botpress?** The AI token usage costs can add up quickly if you have a very high volume of interactions **What problems is Botpress solving and how is that benefiting you?** I'm creating educational assistants. i.e. it helps automate answers so students get help immediately. ### 18. Botpress is a great no code platform for making AI chatbots **Rating:** 5.0/5.0 stars **Reviewed by:** Vikas . | AI Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** October 21, 2023 **What do you like best about Botpress?** I use botpress almost every day and the best thing about it is Its integrations, they are super easy to use and implement, unlike other platforms where you have to write code for integrations. Their discord server is a great way for customer support rather than conventional customer support, it provides help much faster. **What do you dislike about Botpress?** I want a feature for recommended options, If you don't want to use those options you can just straight type in your next question, no need to click on any options. **What problems is Botpress solving and how is that benefiting you?** Currently, I am using botpress to make website assistant chatbots that can raise support tickets and answer FAQS. This has been a great solution for small businesses who can't afford a dedicated customer support and it also helps for a better customer support and engagement. ### 19. Botpress **Rating:** 5.0/5.0 stars **Reviewed by:** Zoe L. | IT Support Specialist, Small-Business (50 or fewer emp.) **Reviewed Date:** July 16, 2025 **What do you like best about Botpress?** I was able to create a Chatbot for my work assignment. My chatbot was meant to help with AI Fundamentals and with the Knowledge base tool and AI Task tool I was able to create a Chabot with coding. **What do you dislike about Botpress?** That I can only create 1 CHATBOT for free and I need to pay after that, it's unfortunate because not everyone is able to pay to use such services. **What problems is Botpress solving and how is that benefiting you?** Helping me create solutions for people. ### 20. It makes life easy for building the agentic chatbot within few days. **Rating:** 5.0/5.0 stars **Reviewed by:** Vidyesh D. | Associate Applied Scientist, Enterprise (> 1000 emp.) **Reviewed Date:** March 19, 2025 **What do you like best about Botpress?** Autonomous node: This is the best feature. It can be integrated table, api, web search and may more. This creates carousel, card, buttons and transition to other agent. They provide great customer support. Always ready to help. The platform is so intuitive to use any feature. **What do you dislike about Botpress?** If you guys can change the prompt of autonomous node according to channel of communication. This will help to use the same workflows with multiple channel. Can I get git diff like functionality to check what are the changes between the previous published version and current version? This avoids the few mistakes in the production. **What problems is Botpress solving and how is that benefiting you?** 1. Easy to create the multi-agent system with capability to switch to any LLM. 2. Easy to use the tool. 3. Easy to do integration to any channel. ### 21. A shortcut to your (first) AI chatbot **Rating:** 4.0/5.0 stars **Reviewed by:** David V. | Head of IT, Small-Business (50 or fewer emp.) **Reviewed Date:** April 24, 2025 **What do you like best about Botpress?** A high-level development platform and as easy to use and clean interface are very welcome addition to all Python based ways to easily build AI solutions today. With Botpress even non-developers can build and deploy solutions that prove the value of AI in small and mid-sized business. Model agnostic approach is a way to be future proof and offers a way to switch models as the evolve. Built in integrations are solid. User would like to see more of them, but there will always be few that are missing. **What do you dislike about Botpress?** Although building chat bots looks very easy from a distance, building a solid solutions need a lot of effort and quite a bit of time. We have had some performance issues and non-uniform behaviour, but this is not a blocker and is expected in a quickly developing platform. **What problems is Botpress solving and how is that benefiting you?** We are using Botpress to build internal AI capabilities in order to help Customer Support and Sales agents to cater to customers requests quicker and with more confidence. Building on top of modern AI models enriched with internal database, Botpress gives us a platform on which we can quickly build and iterate in order to find and extract value in AI solutions. ### 22. Very good **Rating:** 4.5/5.0 stars **Reviewed by:** Miguel P. | Director general, Small-Business (50 or fewer emp.) **Reviewed Date:** October 13, 2025 **What do you like best about Botpress?** It has a very easy to user interface for creating a bot **What do you dislike about Botpress?** It lacks a bit of customizable actions in the botpress cloud version. **What problems is Botpress solving and how is that benefiting you?** Bot automation ### 23. A great tool to automate your work and very easy to use it **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** July 20, 2025 **What do you like best about Botpress?** The interface is very easy to understand You get access to so many models based on your usecase when building nodes and cards CSMs are available and ready to help **What do you dislike about Botpress?** The copilot tool can be more helpful. It doesn't help in some cases when I look for the right answers, it feels like talking to a Automated bot and not an AI Bot because responses can be pretty binary **What problems is Botpress solving and how is that benefiting you?** I am trying to solve a problem of having bots being the first layer of communication to candidates and then moving it to the recruiter. Therefore increase bandwidth but with empathy and user experience in mind ### 24. A powerful chatbot platform with great customization **Rating:** 5.0/5.0 stars **Reviewed by:** Alex L. | CEO, Small-Business (50 or fewer emp.) **Reviewed Date:** January 28, 2025 **What do you like best about Botpress?** Botpress offers a user-friendly interface combined with powerful AI-driven automation, making it easy to create and deploy chatbots. The modular architecture allows for high customization, and the open-source flexibility means developers can extend its functionalities. The visual flow editor simplifies bot creation, even for those without extensive coding knowledge. **What do you dislike about Botpress?** One downside is that self-hosting can be complex, requiring technical knowledge for setup and maintenance. Additionally, while the platform is powerful, new users may face a learning curve when dealing with advanced configurations and API integrations. The documentation is good but could be more detailed for complex use cases. **What problems is Botpress solving and how is that benefiting you?** Botpress is helping us automate customer interactions by providing AI-powered chatbots for customer self-service. This significantly reduces response time and improves efficiency, allowing our support team to focus on more complex inquiries. Additionally, it enhances user engagement by delivering personalized and interactive experiences, leading to higher customer satisfaction. The AI agents efficiently handle FAQs, appointment scheduling, and guided assistance, streamlining operations and saving valuable time. ### 25. It's great, but there's a lot to improve **Rating:** 4.0/5.0 stars **Reviewed by:** João M. | Owner, Small-Business (50 or fewer emp.) **Reviewed Date:** April 22, 2025 **What do you like best about Botpress?** Native databases with natural language searches are an interesting tool. I like the various transition alternatives. The platform is easy to use once you know how to use it. **What do you dislike about Botpress?** There should be a memory buffer for bots activated via WebHooks. The price is high for users outside the USA. The documentation is still incomplete in several areas. It's difficult to learn how to use the platform, perhaps due to a lack of good tutorials on YouTube. **What problems is Botpress solving and how is that benefiting you?** I am building an MVP of an auto parts attendant within the platform, and this project requires many databases to function well, and Botpress handles this very well within each project. ### 26. The Foundation of Our AI-Driven Solution **Rating:** 5.0/5.0 stars **Reviewed by:** Wiktor S. | CEO, Small-Business (50 or fewer emp.) **Reviewed Date:** January 25, 2025 **What do you like best about Botpress?** Botpress is an excellent tool that serves as the solid foundation for our AI-managed local WordPress hosting company. Its flexibility and seamless integration capabilities allow us to build advanced, intelligent solutions that enhance the quality of our services. With its intuitive interface and wide range of customization options, we can create chatbots and automations tailored perfectly to our needs. As the core of our processes, Botpress stands out for its reliability, scalability, and strong community support. **What do you dislike about Botpress?** Some advanced features require a deeper understanding of the tool or additional time for configuration. It would be great if the documentation offered more examples and use cases to help beginners get started faster. **What problems is Botpress solving and how is that benefiting you?** Botpress helps us streamline and automate customer interactions, allowing us to provide 24/7 support without requiring a large human team. It solves the problem of repetitive tasks by enabling us to build intelligent chatbots that handle inquiries, guide users, and manage support tickets efficiently. This not only improves our response times but also enhances the overall customer experience. By reducing manual effort, Botpress frees up our team to focus on strategic projects, making our AI-managed WordPress hosting service more scalable and cost-effective. ### 27. Impress, Amaze, Rare tools and Perfect **Rating:** 5.0/5.0 stars **Reviewed by:** Shidiq U. | Founder, Small-Business (50 or fewer emp.) **Reviewed Date:** July 16, 2025 **What do you like best about Botpress?** It's Perfect. feature tools and ecosystem for me. there's competitor of botpress but a little bit more technical and there's tools to use on botpress. **What do you dislike about Botpress?** late update on dashboard, sometimes the information that shown is previous plan or previous use (if there update or maintenance). **What problems is Botpress solving and how is that benefiting you?** the tools, the nodes, function and action, include autonomous it help me a lot. I'm not tech guy. but it just spent time there. learn a little bit with Ai. understand how Ai works through platform. and there's documentation. then it works all. I'm solo founder too so it's not possible and botpress give price make sense. ### 28. Help me in creating customer support bot **Rating:** 5.0/5.0 stars **Reviewed by:** Mahendra C. | Freelance, Small-Business (50 or fewer emp.) **Reviewed Date:** August 27, 2025 **What do you like best about Botpress?** Very easy to manage and handle bot creating process. Highly Recommended **What do you dislike about Botpress?** Till this point i do not dislike anything about botpress **What problems is Botpress solving and how is that benefiting you?** Now with the help of customer support bot i can manage all the customer and other queries that came from website easily. ### 29. Review from someone who does not know how to code **Rating:** 3.5/5.0 stars **Reviewed by:** M. L. | Owner/Consultant, Small-Business (50 or fewer emp.) **Reviewed Date:** May 23, 2025 **What do you like best about Botpress?** I like the fact that, even though I dont know how to code it works very well for me. I am working on two agents at the moment. I also like the fact that they have great respect for data security and privacy protection! **What do you dislike about Botpress?** Sometimes the user manuals do not comply with what I am seeing in my screen. I found out its better to use discord to ask questions when I cant figure something out. **What problems is Botpress solving and how is that benefiting you?** I need a safe and good way to build bots. This does the trick. ### 30. Beat for conversational AI or CS support **Rating:** 4.5/5.0 stars **Reviewed by:** Raashid J. | Procurement Coordinator, Oil & Energy, Enterprise (> 1000 emp.) **Reviewed Date:** August 20, 2025 **What do you like best about Botpress?** Can use bots with reusable components, making it ideal for scaling across multiple use cases. **What do you dislike about Botpress?** Its developer-centric, so non technical users might find it less intuitive platforms like Tidio or Landbot etc. **What problems is Botpress solving and how is that benefiting you?** For teams concerned about data privacy, bot press allows full control over hosting. ### 31. Excellent for Conversational AI **Rating:** 5.0/5.0 stars **Reviewed by:** Nitin Y. | Senior Functional Consultant, Small-Business (50 or fewer emp.) **Reviewed Date:** August 24, 2025 **What do you like best about Botpress?** I like that Botpress provides a low-code environment with powerful NLU capabilities, making it easy to build and deploy chatbots across multiple platforms. **What do you dislike about Botpress?** Botpress is powerful, but it has a steep learning curve and some features lack clear documentation. More ready-made templates and examples would help new users get started faster. **What problems is Botpress solving and how is that benefiting you?** Botpress helps us automate customer queries 24/7, reducing the workload on our support team and improving response times. It saves us resources while providing customers with instant answers. ### 32. Botpress is very reliable way to create a AI chatbot, Leveraging benefits of top LLMs **Rating:** 3.5/5.0 stars **Reviewed by:** Harshita S. | React JS developer, Small-Business (50 or fewer emp.) **Reviewed Date:** April 04, 2025 **What do you like best about Botpress?** It provides vast options to choose an AI model, I majorly worked with gpt4.o and grok. It is very easy to learn and imlement given their youtube channels and documention. they have discord channel to solve issues and supporting users. **What do you dislike about Botpress?** They provide limited number of messages in free tier. and sometimes new features dont't have proper documention wo go with. and sometimes it reload the entire page on its own in the middle of using, which is quite annoying. **What problems is Botpress solving and how is that benefiting you?** we now dont have to rely on third party services if we want to have a customer support chatbot integrated in our app. we can easily build one which suits our needs ### 33. Botpress Saved My Thesis **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Higher Education | Small-Business (50 or fewer emp.) **Reviewed Date:** March 23, 2025 **What do you like best about Botpress?** I used botpress for my thesis project in demonstrating an empathetic news chatbot. I started trying to develop a custom GPT within ChatGPT, but it was too unpredictable and difficult to get it to follow instructions. Botpress proved much more customizable while still being approachable for a non-programmer. There was a small learning curve, but the node-based studio was intuitive and a few YouTube videos helped smooth over some early confusion. **What do you dislike about Botpress?** There were some challenges connecting specific API that required coding beyond my abilities. Thankfully ChatPGT, or any other LLM, is competent enough to produce the needed code with a little trial and error. **What problems is Botpress solving and how is that benefiting you?** I was researching chatbots as a mode of being informed by the news that was active and empathetic. Botpress provided the customization needed to realise the concept. It also helped that the platform had a good community to help people inexperienced like me still complete the project without too much challenge. ### 34. Botpress has been alternating from being amazing to being actually bad in some scenarios **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Mid-Market (51-1000 emp.) **Reviewed Date:** May 28, 2025 **What do you like best about Botpress?** I admire their YouTube 1 hour tutorials which were really helpful when I was starting out. Also the integrations hub had some cool integrations such as the http client integration. Also it is easy to use and implement **What do you dislike about Botpress?** Sudden page reloads on Botpress studio are irritating. Also customizing the webchat is buggy; some changes apply only on the preview on Botpress studio, while not applied to the deployed chat bubble. Also there is out of the box mechanism for rate limiting user messages and for collecting user feedback. Also searching the Knowledge Base does not fetch the relevant results as expected (fetches irrelevant results as well as some relevant results). **What problems is Botpress solving and how is that benefiting you?** simplifying the process of building AI workflows ### 35. Ease of Implementation **Rating:** 5.0/5.0 stars **Reviewed by:** Amr N. | Head of customer Care, Mid-Market (51-1000 emp.) **Reviewed Date:** May 07, 2025 **What do you like best about Botpress?** Ease of Implementation, which help you to build full solution covering the customers inquires which led to reduce the count for received contacts and cost as well **What do you dislike about Botpress?** Sometimes there's a lag in the responses **What problems is Botpress solving and how is that benefiting you?** Handling the inquires contacts ### 36. It was an enjoyable experience that helps create customizable complex and scalableAI solutions. **Rating:** 3.5/5.0 stars **Reviewed by:** Jaden W. | Carpenter, Small-Business (50 or fewer emp.) **Reviewed Date:** August 19, 2025 **What do you like best about Botpress?** Botpress helps provide the core infrastructure needed to build and run AI agents in production helps augment customer support workflows and gives agents the ability to handle routine questions and escalate when needed, plus stay consistent across channels. **What do you dislike about Botpress?** Its a pretty advanced system that's somewhat difficult to grasp when first starting out but gets a little easier once you get going. **What problems is Botpress solving and how is that benefiting you?** Botpress helps us with customer service, helps us streamline our internal processes. ### 37. Botpress is user-friendly & easy to use! **Rating:** 5.0/5.0 stars **Reviewed by:** Boyan M. | Director of company, Small-Business (50 or fewer emp.) **Reviewed Date:** December 07, 2023 **What do you like best about Botpress?** The upsides are that it is easy and user-friendly and has a lot of tutorials + a helpful community **What do you dislike about Botpress?** Some things are still difficult to figure out for a non-coder **What problems is Botpress solving and how is that benefiting you?** A chatbot that helps people ask questions & book a call for me ### 38. Excellent Value and Support, Minor AI Node Quirks **Rating:** 3.5/5.0 stars **Reviewed by:** Tobias S. | CIO, Small-Business (50 or fewer emp.) **Reviewed Date:** October 27, 2025 **What do you like best about Botpress?** Great value for money. Offers many possibilities. Open interfaces. Excellent support. **What do you dislike about Botpress?** Sometimes the AI node does inexplicable things like code output that you can't turn off 100%. **What problems is Botpress solving and how is that benefiting you?** Supporting customers in product searches and model identification ### 39. my botpress journey so far **Rating:** 5.0/5.0 stars **Reviewed by:** johannes k. | maintenance engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** March 26, 2025 **What do you like best about Botpress?** plug and play set up. creating chatbots on botpress is easy and the youtube video links that come with every setting is very helpful (customer support). implementing the chat bots is also easy, the building and testing at the same time is very helfull. its highly customable. **What do you dislike about Botpress?** third party intergration applications can get a bit overwhelming. if it was a one stop shop, were one doesnt need to go sign up with other apps itll be very helpfull. **What problems is Botpress solving and how is that benefiting you?** this are the chatbots im creating with botpress: AI-Powered Virtual Call Center Agent, WhatsApp Payment Integration Bot, Customer Support Analytics Tool, AI Agent Training System ### 40. Easy start for a fist timer **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Higher Education | Small-Business (50 or fewer emp.) **Reviewed Date:** July 18, 2025 **What do you like best about Botpress?** The basic features are intuitive and the guides help you get an easy start learning these basic features, understanding the different componants and how to work with them. The guids are also very good for some more complex features **What do you dislike about Botpress?** For more complex work it's difficult to find the solutions and takes a lot of time and practice to get it right. As a results the free credit gets used very quickly due to muliply simulation runs **What problems is Botpress solving and how is that benefiting you?** Helping teachers assess and improve their practicies ### 41. Botpress is so far the best chatbot building platform out there in the market **Rating:** 4.5/5.0 stars **Reviewed by:** Dhruv B. | Applied Scientist, Enterprise (> 1000 emp.) **Reviewed Date:** February 25, 2025 **What do you like best about Botpress?** The main thing I like about Botpress is its easy use! Implementing a bot is very easy. Autonomous nodes are amazing at conversing with the user and can sometimes figure out what to do themselves! **What do you dislike about Botpress?** There were a few bugs that I found that are pretty concerning, 1. Variables got deleted 2. Updating instructions in the autonomous node took time to get reflected 3. Autonomous node accesses all variables- whether r+w permission or r permission. We should be able to remove even the read access. **What problems is Botpress solving and how is that benefiting you?** Botpress eliminates the tedious tasks involved in building a chatbot. It streamlines flow implementation, enhances projects with AI capabilities, simplifies experimentation, and offers seamless integration—all in one platform. ### 42. Botpress Enabled Us to Build an AI-Powered Product at Lightning Speed! **Rating:** 5.0/5.0 stars **Reviewed by:** Scott N. | CEO, Small-Business (50 or fewer emp.) **Reviewed Date:** February 26, 2025 **What do you like best about Botpress?** Botpress has been a game-changer for us. We needed to move very fast, bringing our product vision to life. It gave us the power to rapidly build and deploy a sophisticated AI-driven chatbot without needing heavy custom development. The workflow flexibility, AI transitions, and knowledge base integration allowed us to craft a truly personalised user experience beyond my initial MVP 1 expectations. Its seamless integration into our platform and the ability to fine-tune the AI’s responses have made it a core part of our product. The speed at which we could iterate and refine our chatbot is something we could never have achieved if we had built it from scratch, which we were trying before we found Botpress. **What do you dislike about Botpress?** Getting my head around the entire thing was a bit of a slog, but thats because it requires genuine reading of every single aspect of their documentation... you really need to red every single page to learn how to use it properly. While Botpress is incredibly powerful, some areas could be smoother. The lack of persistent user session management without additional backend work was an early hurdle, as we needed to ensure seamless continuity for users across devices. The formatting inconsistencies between the emulator and live web chat caused some unexpected UI challenges, and styling customisation required more effort than expected - I think their academy could do with some more detailed education videos or documents... with use cases and examples on how to do things, something that could be done with AI to build out how to's etc... beyond the general documentation... I am sure they are moving super fast, though, so I don't think this would be a problem down the line... The transition from Intents to AI Transitions was also a bit unclear at first, but once we made the switch, it worked well. Despite these minor frustrations, the overall experience has been overwhelmingly positive, and these are areas I expect will continue to improve. **What problems is Botpress solving and how is that benefiting you?** A whole new way to deliver online education ### 43. Really robust product, effective both for devs and no-code people **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Retail | Mid-Market (51-1000 emp.) **Reviewed Date:** February 26, 2025 **What do you like best about Botpress?** The product is highly intuitive and easy to use. It's flexible in terms of how much code you want to add: you can keep it simple and have a really great flow without using a single line of code, or you can make it interact with your product APIs (for instance) introducing lines of code. Given that I don't code -I'm a product manager-, I used the AI-code assistant to write every piece of code I needed for complex tasks and integrations. Lastly, there are plenty of add-ons, such as Whatsapp integration, that reduces significantly the amount of time you need to launch a product. I'm really happy with the experience so far, and recommend it to anyone thinking of building their first chatbot! **What do you dislike about Botpress?** Even though documentation is good, I found sometimes is not up to date (example: Whatsapp). For people like me, non-code, reading documentation is a bit harder, and imagine if what your read is not the last version! Also, some parts of the doc is too general, not explaining in detail what things are. You can learn by doing, which is easy, but not always. I had some issues with the "autonomous nodes", which work great for the conversation but I feel need improvement for the detection of the "intentions" to continue the flow. Sometimes my bots are stuck in a loop of the conversation and don't progress to the following actions. I think this can be improved -maybe my prompts are poor, but then some more guidance would be great-. **What problems is Botpress solving and how is that benefiting you?** I work for a SaaS company in retail industry, and using Botpress for customer service. I can solve many doubts to the clients and even take action without the intervention of a human, which reduces costs and enhance the customer experience. ### 44. The most comprehensive AI conversational builder for WhatsApp **Rating:** 5.0/5.0 stars **Reviewed by:** Federico Ken K. | Cofounder, Small-Business (50 or fewer emp.) **Reviewed Date:** July 21, 2025 **What do you like best about Botpress?** - Custom code can be added - Native Whatsapp integration - Great customer support **What do you dislike about Botpress?** - Community still is not that big. With time I expect to take more value con the dev community. **What problems is Botpress solving and how is that benefiting you?** - Easy to do Agents, with multiple LLMs ### 45. An incredibly intuitive platform for building smart chatbots **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Health, Wellness and Fitness | Small-Business (50 or fewer emp.) **Reviewed Date:** May 28, 2025 **What do you like best about Botpress?** Botpress stands out for its user-friendly visual flow builder and powerful natural language understanding. It’s easy to get started with, yet offers deep customization for advanced use cases. The open-source nature and active community are a huge plus for support and innovation. **What do you dislike about Botpress?** Some advanced integrations can require a bit of a learning curve, especially for those without a technical background. Also, cloud hosting could be more streamlined. **What problems is Botpress solving and how is that benefiting you?** Botpress helps us automate repetitive customer queries and improve response times without needing a large support team. It's also been a great tool for building AI agents that handle complex workflows, saving us time and boosting customer satisfaction. ### 46. Botpress is solid **Rating:** 5.0/5.0 stars **Reviewed by:** Mabel S. | Property Management Specialist, Small-Business (50 or fewer emp.) **Reviewed Date:** December 18, 2024 **What do you like best about Botpress?** While the learning curve is complex, the satisfaction is great. Botpress allows you to include code to make your bot more robust, the Discord community has daily meetings, and Botpress is constantly updated. **What do you dislike about Botpress?** I would like there to be more classes on the YouTube channel, as it was an important source of learning but they no longer update it. Also, I don't find the Botpress academy platform good; it would be better if they included practical cases of bots by sector type. **What problems is Botpress solving and how is that benefiting you?** Currently, I am working on one for the service of a liquor store, which makes me very happy because as sales increase, the liquor store will be forced to hire a human to deliver orders to customers. So, instead of replacing humans, AI is actually creating more jobs :) ### 47. Easy to plan, create and execute using the flow builder **Rating:** 4.5/5.0 stars **Reviewed by:** Mark A. | Product Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** March 19, 2025 **What do you like best about Botpress?** very easy to create the flows, adjust them and update the ui is easy to understand, and the link for different channels is simple. Pricing is reasonable vs other options. **What do you dislike about Botpress?** The analytics and options for it is luck vs other options, better to link to GA more easily or at least enable tracking on the flow it self, so non code users can find it ,ore simple to implement. **What problems is Botpress solving and how is that benefiting you?** much easier to create 1 place for the same flows and distribute between different channels such as Telegram and Whatsapp, without the need to build per each one a unique code. ### 48. Developer-Centric with Integration Challenges **Rating:** 4.0/5.0 stars **Reviewed by:** Koen V. | Small-Business (50 or fewer emp.) **Reviewed Date:** October 06, 2025 **What do you like best about Botpress?** I find Botpress incredibly valuable for developing complete business solutions, not just basic FAQs. It's the best platform we've encountered after testing many options, thanks to its developer-centric design. The setup is straightforward with many integration options, particularly easy integration with WhatsApp, which adds significant value. The auto-translate option and the ability to customize an agent's personality are features I particularly appreciate. Being able to add code to nodes makes creating comprehensive solutions efficient. **What do you dislike about Botpress?** I think the documentation could be better in a way that I often look for specific solutions, but the answers are often not available, requiring me to Google or find information on Discord. The documentation feels fragmented, with more information found on Discord than in the API reference, which can be frustrating. **What problems is Botpress solving and how is that benefiting you?** I use Botpress to create complete business solutions easily via chat interfaces, integrating well with WhatsApp and requiring no additional apps, enhancing user experience and simplifying customer interactions. ### 49. UI friendly design bit overpriced! **Rating:** 3.5/5.0 stars **Reviewed by:** Harnoor S. | Senior Product Manager, Enterprise (> 1000 emp.) **Reviewed Date:** July 18, 2025 **What do you like best about Botpress?** Do It Yourself approach and structured modules is of great help while designing bot for business. **What do you dislike about Botpress?** Control on caching, AI credits consumption and driving average cost per conversion. **What problems is Botpress solving and how is that benefiting you?** Getting the voc and Self-servicing feature helps in improving NPS. ### 50. Quick and easy **Rating:** 4.0/5.0 stars **Reviewed by:** academia b. | Director, Small-Business (50 or fewer emp.) **Reviewed Date:** July 25, 2025 **What do you like best about Botpress?** I love the process of developing chatbots **What do you dislike about Botpress?** At the outset I found it quite confusing as I did not know where to start my workflow. Even after checking the you tube videos **What problems is Botpress solving and how is that benefiting you?** To date none ## Botpress Discussions - [Is Botpress good?](https://www.g2.com/discussions/is-botpress-good) - 2 comments, 2 upvotes - [Is it possible to translate the backend to german? Some of our clients would prefer that.](https://www.g2.com/discussions/31311-is-it-possible-to-translate-the-backend-to-german-some-of-our-clients-would-prefer-that) - 1 comment, 1 upvote - [How do you use Botpress?](https://www.g2.com/discussions/how-do-you-use-botpress) - 2 comments - [Is Botpress open source?](https://www.g2.com/discussions/is-botpress-open-source) - 3 comments - [What language does Botpress use?](https://www.g2.com/discussions/what-language-does-botpress-use) - 2 comments - [View Botpress pricing details and edition comparison](https://www.g2.com/products/botpress/reviews?page=3§ion=pricing&secure%5Bexpires_at%5D=2026-05-19+12%3A56%3A32+-0500&secure%5Bsession_id%5D=03884e9b-90e4-46dc-9e40-35dd8d66b9b1&secure%5Btoken%5D=497bc64dc69ea6859af6c9bfbb79abd1c7cc7acc47e818cb0f7894256b3a9ac7&format=llm_user) ## Botpress Integrations - [Agentforce Sales (formerly Salesforce Sales Cloud)](https://www.g2.com/products/agentforce-sales-formerly-salesforce-sales-cloud/reviews) - 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Generative AI Infrastructure** - AI High Availability - AI Model Training Scalability - AI Inference Speed **Prompt Engineering - Large Language Model Operationalization (LLMOps) ** - Prompt Optimization Tools - Template Library **Inference Optimization - Large Language Model Operationalization (LLMOps)** - Batch Processing Support **Customization - AI Agent Builders** - Natural Language Configuration - Tone Customization - Security Guardrails **Workflow Design & Integration - AI Orchestration** - Dependency Management - Workflow Coordination - Multi-Provider API Connectivity - Multi-Step Workflow Creation - Enterprise System Integration - Real-Time Data Pipelines **Self-Service Experience** - Knowledge Base - Mobile Optimization - Personalization **Channels** - Social Media - Website - Text Message (SMS) - Voice Assistants - Other **Platform** - Live chat - Integrations - Branding - Analytics - A/B testing - Role-based access - Collection of information **Cost and Efficiency - Generative AI Infrastructure** - AI Cost per API Call - AI Resource Allocation Flexibility - AI Energy Efficiency **Model Garden - Large Language Model Operationalization (LLMOps)** - Model Comparison Dashboard **Functionality - AI Agent Builders** - Omni-channel Support - Agent Branding - Proactive Response Capabilities - Seamless Human Escalation **Agentic AI - Bot Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Performance Optimization & Analytics - AI Orchestration** - Workflow Performance Dashboards - Workflow Reporting - Resource Utilization Monitoring - Computational Resource Management - Dynamic Scaling - Component Monitoring **Self-Service Platform** - Branding - Automation - Artificial Intelligence - Integrations **Customers** - Targeting - Profiles - Analytics - Lead Gathering - Sales Conversion **Generative AI** - AI Text Generation - AI Text Summarization **Integration and Extensibility - Generative AI Infrastructure** - AI Multi-cloud Support - AI Data Pipeline Integration - AI API Support and Flexibility **Custom Training - Large Language Model Operationalization (LLMOps)** - Fine-Tuning Interface **Data and Analytics - AI Agent Builders** - Analytics & Reporting - Contextual Awareness - Data Privacy Compliance **Governance & Compliance Controls - AI Orchestration** - Regulatory Compliance - Governance Policy Enforcement - Role-Based Access Control - Audit Trail Management - Security Protocols **Security and Compliance - Generative AI Infrastructure** - AI GDPR and Regulatory Compliance - AI Role-based Access Control - AI Data Encryption **Application Development - Large Language Model Operationalization (LLMOps) ** - SDK & API Integrations **Integration - AI Agent Builders** - Workflow Automation - API Usage - Platform Interoperability - CRM Data Integration **Agentic AI - Customer Self-Service** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Agentic AI - Conversational Marketing** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Usability and Support - Generative AI Infrastructure** - AI Documentation Quality - AI Community Activity **Model Deployment - Large Language Model Operationalization (LLMOps) ** - One-Click Deployment - Scalability Management **Guardrails - Large Language Model Operationalization (LLMOps)** - Content Moderation Rules - Policy Compliance Checker **Model Monitoring - Large Language Model Operationalization (LLMOps)** - Real-Time Performance Metrics **Security - Large Language Model Operationalization (LLMOps)** - Access Control Management **Gateways & Routers - Large Language Model Operationalization (LLMOps)** - Request Routing Optimization ## Top Botpress Alternatives - [Drift](https://www.g2.com/products/drift/reviews) - 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