--- title: Guide to Conversational User Interface Best Practices and CUI Tools description: CUI tools, frameworks, and their applications are needed for the best customer experience strategy and design to interact with humans or AI bots. image: https://www.xenonstack.com/hubfs/xenonstack-what-is-conversational-user-interface.png --- - [![xenonstack-logo](https://www.xenonstack.com/hubfs/xenonstack-logo-new-relase.svg)](https://www.xenonstack.com/) - - Foundry Foundry Unified reasoning foundation enabling seamless orchestration, analytics, infrastructure, and trust across intelligent ecosystems [![pointers-icon](https://www.xenonstack.com/hubfs/xs-revamp-header-dropdown/our-purpose-line-icon.svg) Akira AI - Reasoning and Agent Orchestration Turn models into collaborative, policy-governed agents that learn and act together](https://www.xenonstack.com/agentic-platforms/akira-ai/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-revamp-header-dropdown/autonomous-operations-icon.svg) ElixirData - Agentic Analytics Intelligence Explainable, decision-centric analytics for measurable business outcomes](https://www.xenonstack.com/agentic-platforms/elixirdata/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-revamp-header-dropdown/digital-immune-system-icon.svg) NexaStack - Agentic Infrastructure Automation Secure, compliant, and high-performance AI deployment across cloud, edge, and on-prem](https://www.xenonstack.com/agentic-platforms/nexastack-unified-inference/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/ai-driven-industries-hr-and-recruitment.svg) MetaSecure - Trust, Compliance, and Defense Continuous assurance with AI-BOMs, risk scoring, and agentic security](https://www.xenonstack.com/agentic-platforms/metasecure/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-revamp-header-dropdown/decision-intelligence-header-icon.svg) Neural AI – Agentic Intelligence & Autonomous Innovation AI agents for intelligent automation and adaptive innovation](https://www.xenonstack.com/agentic-platforms/neural-ai/) ### Reasoning Stack Powers intelligent systems with unified orchestration, adaptive analytics, scalable infrastructure, and built-in trust [See in action ![cta-arrow](https://www.elixirclaw.ai/hubfs/dropdown-assets/cta-arrow.svg)](https://www.xenonstack.com/agentic-ai/analytics-platform/) ![platfom-image](https://9471087.fs1.hubspotusercontent-na1.net/hubfs/9471087/Imported%20images/build-your-next-intelligent-workflows-banner-image.svg) - AI Agents AI Agents Pre-built autonomous agents designed for domain-specific intelligence, seamless integrations, and governed enterprise deployment By Domain [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/adaptive-ai-enterprise-operational-analytics.svg) Agentic Operations AgentSRE and AgentOps for automated reliability and IT operations](https://www.xenonstack.com/ai-agents/agentic-operations/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/industries-fintech.svg) Agentic Finance FinOps Agent and Budget Enforcer for optimized financial governance](https://www.xenonstack.com/ai-agents/agentic-finance/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/case-study-icon.svg) Agentic Risk and Compliance Audit Agent and Risk Assurance to automate compliance monitoring](https://www.xenonstack.com/ai-agents/agentic-risk-compliance/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/discover-digital-experience-platform.svg) Agentic Analytics Analyst Agent and Decision Advisor for AI-driven insights and strategy](https://www.xenonstack.com/ai-agents/agentic-analytics/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-revamp-header-dropdown/developer-experience-icon.svg) Agentic Supply Chain AI-powered advisor for smart sourcing, vendor insights, and strategic procurement](https://www.xenonstack.com/ai-agents/agentic-procurement/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/discover-serverless-application-development.svg) Agentic Security AI-driven defense delivering proactive threat detection and autonomous security orchestration](https://www.xenonstack.com/ai-agents/agentic-security/) By Integration [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/decision-intelligence-metaverse.svg) Snowflake AI Agents Pre-built connectors for real-time data intelligence on Snowflake](https://www.xenonstack.com/ai-agents/snowflake-ai-agents/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/optimize-cloud-migration.svg) Databricks AI Agents AI agents for automated data workflows and insights on Databricks](https://www.xenonstack.com/ai-agents/databricks-ai-agents/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/optimize-application-modernization.svg) ServiceNow AI Agents AI workflows to streamline service, incident, and operations automation](https://www.xenonstack.com/ai-agents/servicenow-ai-agents/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/cloud-native-devsecops.svg) Jira/Project Management Agents AI agents for backlog grooming, sprint planning, and real-time project visibility](https://www.xenonstack.com/ai-agents/jira-agents-actions/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/discover-digital-experience-platform.svg) SAP AI Agents AI copilots for finance, supply chain, and HR decisions across your SAP landscape](https://www.xenonstack.com/ai-agents/sap-agents-actions/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/ai-driven-industries-hr-and-recruitment.svg) Oracle AI Agents AI agents for financials, risk, and operations intelligence across Oracle applications](https://www.xenonstack.com/ai-agents/oracle-agents-actions/) - Solutions Solutions Governed AI solutions driving measurable business outcomes across operations, finance, security, and analytics [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/cloud-native-devops.svg) ReliabilityOps — Cloud Reliability Automation Automate reliability checks and optimize uptime with continuous reasoning](https://www.xenonstack.com/ai-agents/cloudops-reimagined/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/cloud-native-kubernetes.svg) IncidentOps — AI-Driven Site Reliability Resolve incidents faster with AI-led triage, contextual RCA, and adaptive recovery](https://www.xenonstack.com/ai-agents/sre-reimagined/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/discover-custom-software-development.svg) PlatformOps — Unified Platform Automation Unify infrastructure and AI systems with reasoning-driven automation and compliance](https://www.xenonstack.com/ai-agents/platformops-reimagined/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/decision-intelligence-customer-analytics.svg) DefenseOps — Autonomous Threat Defense Detect, analyze, and neutralize threats autonomously with adaptive defense intelligence](https://www.xenonstack.com/ai-agents/responsible-ai-aviator/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/optimize-business-intelligence.svg) TrustOps — Responsible AI and Continuous Governance Ensure transparency, fairness, and compliance in every AI system and decision](https://www.xenonstack.com/ai-agents/secops-reimagined/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/ai-driven-industries-manufacturing.svg) RiskOps — Predictive Risk Intelligence Predict, score, and mitigate risks proactively with real-time assurance intelligence](https://www.xenonstack.com/ai-agents/risk-management-aviator/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/adaptive-ai-explainable-ai.svg) FactoryOps — AI-Driven Industrial Automation Predict equipment failures and optimize production with adaptive intelligence](https://www.xenonstack.com/ai-agents/industrial-automation-reimagined/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/adaptive-ai-enterprise-operational-analytics.svg) AssetOps — Automated Asset Reliability Enable predictive maintenance and optimize lifecycle performance continuously](https://www.xenonstack.com/ai-agents/asset-operations-and-maintenance-reimagined/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/ai-driven-industries-infrastructure%20.svg) QualityOps — Continuous Testing Intelligence Accelerate testing cycles with autonomous validation and reasoning feedback](https://www.xenonstack.com/ai-agents/qaops-reimagined/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/industries-insurance.svg) SourcingOps — Intelligent Procurement Automate sourcing, vendor analysis, and spend insights for agile procurement](https://www.xenonstack.com/ai-agents/procurement-reimagined/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/decision-intelligence-augmented-data-management.svg) DataOps — Autonomous Data Pipeline Governance Ensure reliability, detect anomalies, and self-heal data pipelines automatically](https://www.xenonstack.com/ai-agents/dataops-reimagined/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/decision-intelligence-metaverse.svg) DecisionOps — Intelligent Decisioning Deliver explainable, auditable, and measurable outcomes with reasoning AI](https://www.xenonstack.com/ai-agents/desicison-reimagined/) - Industries Industries Industry blueprints showcasing agentic transformation, real-world impact, and measurable outcomes across key sectors [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/adaptive-ai-computer-vision.svg) Aerospace and Defense Autonomous flight systems and predictive maintenance powered by AI](https://www.xenonstack.com/industries/aerospace/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/industries-fintech.svg) Banking - Finance - Payments AI governance for secure, compliant, and adaptive financial operations](https://www.xenonstack.com/industries/banking/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/industries-retail.svg) Manufacturing and Industrial Automation Smart factories using reasoning systems for real-time quality optimization](https://www.xenonstack.com/industries/digital-manufacturing-services/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/optimize-cloud-infrastrcuture.svg) Enterprise - IT Operations AI-powered IT operations ensuring reliability, scalability, and cost efficiency](https://www.xenonstack.com/industries/enterprise-technology/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/xs-scale-clients-and-partners.svg) Consumer – Experience – Tech Personalized digital experiences driven by explainable and trusted AI](https://www.xenonstack.com/industries/consumer-technology/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/discover-platform-engineering.svg) Retail and Supply Chain Autonomous retail analytics enhancing operations, engagement, and forecasting accuracy](https://www.xenonstack.com/industries/retail/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/industries-healthcare.svg) Travel – Hospitality – Guest Experience Agentic systems delivering personalized guest journeys with contextual intelligence](https://www.xenonstack.com/industries/travel-hospitality/) - Resources Resources Explore insights, success stories, and learning programs that build knowledge and strengthen the AI transformation journey [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/xs-scale-xenonstack-university.svg) Blogs Stay updated with the latest industry trends, news, and thought leadership](https://www.xenonstack.com/blog) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/insights.svg) Insights Explore in-depth AI articles, use cases, and innovative applications](https://www.xenonstack.com/insights) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/use-case.svg) Use Cases Discover real-world applications of Agentic AI across industries](https://www.xenonstack.com/use-cases) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/scale-cloud-native-applications.svg) Case Studies Learn how organizations are achieving success with our solutions](https://xenonstack.com/case-studies) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/video.svg) Video Library Explore our collection of product demos, webinars, and AI thought leadership videos](https://www.xenonstack.com/videos/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/ebook.svg) E-Books Download comprehensive e-books on AI, SRE, and more](https://www.xenonstack.com/e-book) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/presentation.svg) Presentations View our AI presentations, talks, and conference sessions on AI innovation](https://www.xenonstack.com/presentations/) - Company Company Discover our people, principles, and purpose driving innovation, trust, and meaningful careers in the AI era [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/xs-journey-about-us.svg) About Us Discover our mission, story, and the values driving our innovation and impact](https://www.xenonstack.com/about-us/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/xs-scale-xenonstack-university.svg) Xenonstack Academy Enhance your skills with our comprehensive training programs and courses designed for modern tech professionals](https://www.xenonstack.com/xenonstack-academy/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/xs-scale-clients-and-partners.svg) Contact Us Get in touch with us for support, business inquiries, or collaboration opportunities](https://www.xenonstack.com/contact-us/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/ai-driven-industries-public-safety.svg) Leadership Team Meet the visionary leaders guiding Xenonstack’s strategic direction and innovation](https://www.xenonstack.com/about-us/leadership-team/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/adaptive-ai-enterprise-knowledge-graph.svg) Tao of Xenonstack Learn about the guiding principles and philosophies that shape our culture and solutions](https://www.xenonstack.com/about-us/tao-of-xenonstack/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/xs-journey-how-we-work.svg) How We Work Understand our collaborative approach and work culture that drive successful outcomes](https://www.xenonstack.com/about-us/how-we-work/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/xs-journey-how-we-grow.svg) How We Grow Explore how we nurture talent, foster innovation, and promote sustainable growth](https://www.xenonstack.com/about-us/how-we-grow/) [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/xs-journey-our-purpose.svg) Careers Join our growing team! Explore career opportunities to work at the forefront of innovation](https://www.xenonstack.com/careers/) - Get Started [![xenonstack-logo](https://www.xenonstack.com/hubfs/xenonstack-logo-new-relase.svg)](https://www.xenonstack.com/) - Foundry ![dropdown-icon](https://www.elixirclaw.ai/hubfs/dropdown-assets/dropdown-icon.svg) [Akira AI](https://www.xenonstack.com/agentic-platforms/akira-ai/) [ElixirData](https://www.xenonstack.com/agentic-platforms/elixirdata/) [NexaStack](https://www.xenonstack.com/agentic-platforms/nexastack-unified-inference/) [MetaSecure](https://www.xenonstack.com/agentic-platforms/metasecure/) [Neural AI](https://www.xenonstack.com/agentic-platforms/neural-ai/) - AI Agents ![dropdown-icon](https://www.elixirclaw.ai/hubfs/dropdown-assets/dropdown-icon.svg) [Agentic Operations](https://www.xenonstack.com/ai-agents/agentic-operations/) [Agentic Finance](https://www.xenonstack.com/ai-agents/agentic-finance/) [Agentic Risk and Compliance](https://www.xenonstack.com/ai-agents/agentic-risk-compliance/) [Agentic Analytics](https://www.xenonstack.com/ai-agents/agentic-analytics/) [Agentic Supply Chain](https://www.xenonstack.com/ai-agents/agentic-procurement/) [Agentic Security](https://www.xenonstack.com/ai-agents/agentic-security/) [Snowflake AI Agents](https://www.xenonstack.com/ai-agents/snowflake-ai-agents/) [Databricks AI Agents](https://www.xenonstack.com/ai-agents/databricks-ai-agents/) [ServiceNow AI Agents](https://www.xenonstack.com/ai-agents/servicenow-ai-agents/) [Jira/Project Management Agents](https://www.xenonstack.com/ai-agents/jira-agents-actions/) [SAP AI Agents](https://www.xenonstack.com/ai-agents/sap-agents-actions/) [Oracle AI Agents](https://www.xenonstack.com/ai-agents/oracle-agents-actions/) - 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Get Started ![slider-cross-icon](https://www.xenonstack.com/hubfs/slider-cross-icon.svg) ## Interested in Solving your Challenges with XenonStack Team ## Get Started Get Started with your requirements and primary focus, that will help us to make your solution First Name \* Please enter a valid First Name Last Name \* Please enter a valid Last Name Business Email ID \* Please enter a valid Business Email ID Contact Number \* Please enter a valid Contact Number Company \* Please enter a valid Company Name Industry Belongs To \* Please Select your Industry Banking Fintech Payment Providers Wealth Management Discrete Manufacturing Semiconductor Machinery Manufacturing / Automation Appliances / Electrical / Electronics Elevator Manufacturing Defense & Space Manufacturing Computers & Electronics / Industrial Machinery Motor Vehicle Manufacturing Food and Beverages Distillery & Wines Beverages Shipping Logistics Mobility (EV / Public Transport) Energy & Utilities Hospitality Digital Gaming Platforms SportsTech with AI Public Safety - 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Our XenonStack Team will shortly reach out to you. We are looking forward to showcase how XenonStack can transform your business. ![usecase-banner (1)](https://www.xenonstack.com/hs-fs/hubfs/usecase-banner%20(1).webp?width=1921&height=622&name=usecase-banner%20(1).webp) [Enterprise Digital Platform](https://www.xenonstack.com/insights/tag/enterprise-digital-platform) # Guide to Conversational User Interface Best Practices and CUI Tools [Navdeep Singh Gill](https://www.xenonstack.com/insights/author/navdeep-singh-gill) | 28 April 2025 Guide to Conversational User Interface Best Practices and CUI Tools 11:42 ![Conversational User Interface Best Practices and Tools](https://www.xenonstack.com/hs-fs/hubfs/xenonstack-what-is-conversational-user-interface.png?width=1280&height=720&name=xenonstack-what-is-conversational-user-interface.png) ## Introduction to Conversational User Interface The idea behind the [Conversational Interface](https://www.xenonstack.com/insights/user-interface-testing-tools) is to make communication between humans and computers easier & foster a personal connection between services and their users. Different big IT Companies like Google, Apple, Facebook & Amazon, see conversation as the future of development. Understanding Conversational User Interfaces (CUIS) is essential to understanding the future of technological development. Bots soon might get replaced with apps, enabling users to interact with their favourite digital services directly. > Conversational user interfaces are the user interfaces that help humans to interact with computers using Voice or text. Click to explore about, [Principles of Conversational User Interfaces](https://www.xenonstack.com/insights/principles-for-conversational-ui) ## What is a Conversational User Interface? Conversational User Interface (CUI) is an interface design that allows users to interact with either real humans or bots using text and voice/speech through web, mobile and desktop applications like Amazon’s Alexa for speech, Facebook’s Messenger for the chatbot. Conversational interfaces (CUI) are platforms that give the privilege of interacting with the computer in human language and provide the opportunity for the user to communicate with the computer in their natural language, just like talking to another human, rather than in syntax-specific commands or clicking icons.   Interactions with a different conversational interface, such as a chatbot or voice assistant like Siri, Alexa, or Google Assistant, to do shopping or to interact with your smartphone to perform some task like calling a friend, searching for a product on a website, buying a ticket, ordering food, and many more. ### What is Rasa User Interface? Rasa is an open-source machine learning AI framework for developers and product teams to build contextual AI assistants. Rasa is a conversational AI framework not tied to a pre-built model or use case. It’s customised according to use case and requirement. Rasa is not a rule-based framework, and no need to worry about putting data in someone else’s Cloud, as in others like Dialogue Flow, Microsoft LUIS or Amazon Lex. Rasa has two main components: - Rasa NLU - Rasa Core NLU handles unstructured inputs and converts them into a structured form that a machine can understand and acts. NLU helps in Sentiment Analysis and Conversational searches, allowing a line of questioning to continue, with the context carried throughout the conversation, while Core handles dialogues and fulfilment. The goal of Rasa Core is to generate the reply message for the Chatbot. > Interaction design is a designing process which focuses on creating engaging web Interfaces with logical thoughts, behaviors, and actions. Click to explore about, [Data Visualization Is The Future](https://www.xenonstack.com/insights/interaction-design) ## How does a Conversational User Interface work? Conversational UI works just like we talk with a real human to access the different service. Interact with the system, Bot or Human using text and voice, then system responds based on queries and requirement. To cover the basics, Conversational AI occurs in two formats — - Chatbots (Slackbot, Facebook Messenger, Magic, and kik). - Voice assistants or voice user interfaces (Apple — [Siri](https://www.apple.com/siri/), Amazon — Alexa, and Samsung — [Bixby](https://www.samsung.com/global/galaxy/apps/bixby/)) ### What are Chatbots? Chatbots are web or mobile interfaces that allow the user to ask questions and retrieve information from a computer system. Many organisations use chatbots to converse with their users. However, with the growth of technologies like Artificial Intelligence (AI), Machine Learning (ML), and Natural Language Processing (NLP), Chatbots prominently affect UI / UX, providing a complete conversational experience to the user. ### What are Voice User Interfaces (VUIS)? VUI makes human interaction with computers possible through a voice/speech platform to initiate an automated service or process. Apple with Siri, Samsung with Bixby, Microsoft with Cortana, Google with OK Google, and Amazon with Alexa have already made VUIS familiar.  In the future, websites powered by their VUIS will integrate with existing technologies. This will make way for more conversational website content. Conversational UI uses - - Natural Language Processing(NLP). - Natural Language Understanding(NLU). NLP to allow systems to understand, analyse and create meaning from structure to human language data and work together to handle end-to-end interactions between machines and humans in the preferred language of the human. The unstructured format of human language makes it difficult for a machine to always correctly interpret the user’s data/request and shift towards Natural Language Understanding (NLU). NLU handle unstructured inputs and converts them into a structured form that a machine can understand and act on. NLU helps in sentiment analysis and conversational searches, allowing a line of questioning to continue, with the context throughout the conversation.   For example, a user could first ask about India's population. Then, you can ask, “Who is the president?” The search will carry forward the context of India and provide the appropriate response. The stack required to develop a modern and interactive conversational UI application includes - - Speech recognition - NLU - Conversational level - Dictionary/samples - Context - Business logic > The UI Editor uses the concept of a canvas as an invisible backdrop for your game user interface elements. Click to explore about, [Working with UI Canvases](https://docs.aws.amazon.com/lumberyard/latest/userguide/ui-editor-creating-canvases.html) ## What are the benefits of Conversational UI? - Better engagement/trust building with end-users through proper interaction. - Better user experience/convenience & decision support as filling out a time-consuming form & adjusting questions based on the user’s answers. - Cross-platform integration & Compatibility. - Allows personalisation. ## Why is a Conversational User Interface important? - Provides a realistic feel while interacting with the bot & system. - Conversation UI use words in the natural communication form for people, making VUI more exciting. - Increased user attention **-** targeted questions with a clear Call to Action for each interaction for different users. ## What are the best practices for Conversational User Interface? Building & Designing a genuinely helpful and attractive conversational User Interface is still a challenge from a UX standpoint. GUI does not work in the same way as Conversational UI. Conversational UI Design focuses more on designing the conversation flow as naturally and efficiently as possible and focuses more on words and the user than the visual design. To build an attractive CUI, one needs to follow the best practices to design a CUI Platform, focus on the target audience and their problems, and answer the following questions before actual implementation. - What is the user trying to do with the system? - Is it solving the user/customer problem efficiently? - Is it minimizing the user’s effort to communicate with the system? - How beneficial is this for the target audience? > Conversational user interface technology is fundamentally shifting how technology providers build and how people use software and applications. Click to explore about, [Conversational UI for Software Product Innovation](https://www.gartner.com/en/documents/3956009) ## How to adopt a Conversational User Interface?  The steps to adopt a conversational User Interface are listed below: ### Guide to Clear Flow To design a Conversational Interface, don’t try to develop a system to do everything simultaneously; focus on only one problem/purpose. Define the user's problem, the solution, the goal & expectations, and the design flow should cover these points - - Define the purpose of the system. - Set clear expectations on what a system can do and cannot. - Improve discoverability by providing hints. - Simplify data entry. - Offer shortcuts. - Avoid asking open-ended and rhetorical questions. ### Understanding User Control The User should have control and freedom to use the system and need to feel in control of it rather than being controlled by it. - Don’t leave the user waiting without providing any feedback. - Allow the user to reset the conversation at any time during the interaction. - Allow user interruptions & re-engage with the app after they leave. - Confirm by asking, not stating. - Easy error handling and error messages. - Provide help, assistance, and suggestions when the user feels lost. - Provide the feature to undo, redo and cancel. ### Humanize conversation Conversion between the user and system should make the user feel like talking with other humans, as people know that a digital system doesn’t have feelings, and prefer warm and humanised responses, rather than cold and robotic. Be sure to design a system whose vocabulary and tone resonate with the target audience. ### Prioritised information & Avoid jargon Words are a significant part of Conversational Interfaces. Make sentences simple, concise, and clear. Use clear language and behave like you're conversing with real people, and according to the target audience. Don’t use ambiguous language, technical terms, abbreviations, or acronyms. Only show what the user wants and prioritise information according to that. ## Best tools and framework for a conversational user interface - RASA UI: Open source tools to build contextual AI assistants. - [Dialog flow](https://dialogflow.com/): Build natural and rich conversational experiences. - [Wit.ai](https://wit.ai/): Platform to build applications and devices that you can talk or text. - [Pandorabots](https://home.pandorabots.com/home.html): Platform for building and deploying chatbots. - Careerbot.ai: CareerBot helps enterprises find the best talent connected to existing employees. - [Meekan](https://meekan.com/): The world’s smartest AI scheduling assistant, matches everyone’s calendars in seconds. - [Manybot](https://manybot.io/): A Platform to create a Telegram bot without coding. - [Amazon Lex](https://aws.amazon.com/lex/): Conversational interfaces for applications powered by the same Deep Learning technologies as Alexa. - IBM Watson: Go beyond Artificial Intelligence with Watson. Watson works with businesses, scientists, researchers, and governments to outthink the biggest challenges. - Microsoft Cognitive Services - (Luis) : Language Understanding. Add conversational intelligence to your apps. - [BotMock](https://botmock.com/): BotMock has everything you need to create fantastic chatbot prototypes, and it comes with the power of a drag-and-drop editor. - Microsoft Bot Framework: Build, connect, deploy, and manage intelligent bots to interact with your users on a website naturally, app, Cortana, Microsoft Teams, Skype, Slack, Facebook Messenger, and more. - [Motion AI](https://www.motion.ai/): A robust platform for enterprises to build and deploy chatbots for a range of mediums, including Facebook Messenger, Slack, E-mail, Web and SMS. - Dexter: Dexter is the platform for businesses, brands, and people to create meaningful automated conversations. - SuperScript: Dialog system and bot engine for Conversational UI. - Bootkit: The leading developer tool for building chatbots, apps and custom integrations for major messaging platforms. - [Reply AI](https://www.reply.ai/): The platform to build & manage your Conversational strategy. - Dashbot, Botsociety, Layer, Statsbot, BotMetrics, ChatterBot, Massively and many more. > A well-completed UI Strategy gives growth to ideas and directions while keeping the probity of the perfect Customer Experience strategy. To know more about Conversational UI strategy, we recommend taking the following steps: > > - Learn more about [Interaction Design](https://www.xenonstack.com/insights/interaction-design/) > - Explore the difference between [Customer Experience and User Experience](https://www.xenonstack.com/blog/customer-and-user-experience/) ## Next Steps with  Conversational User Interface Talk to our experts about implementing compound AI system, How Industries and different departments use Agentic Workflows and Decision Intelligence to Become Decision Centric. Utilizes AI to automate and optimize IT support and operations, improving efficiency and responsiveness. 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Long hours of video become searchable and summarized instantly - ![Motion Icon](https://www.xenonstack.com/hubfs/motion.svg)Real-time detection of suspicious motion or intrusion - ![Video Search Icon](https://www.xenonstack.com/hubfs/video-search.svg)Natural language video search and instant playback - ![Summary Icon](https://www.xenonstack.com/hubfs/summary.svg)Smart summaries for audits, investigations, and compliance [See Vision AI in Action](https://www.xenonstack.ai/) ![physical-surveillance](https://www.xenonstack.com/hubfs/xai-banner-image.svg) ✕ ## Agentic Data Intelligence Across Your Full Data Stack Your data stack becomes intelligent and conversational. Agents surface insights, detect anomalies, and explain trends. Move from dashboards to autonomous, always-on analytics - ![Connects warehouses](https://www.xenonstack.com/hubfs/data-icon.svg)Connects to warehouses, lakes, and streaming sources - ![Question Answering](https://www.xenonstack.com/hubfs/answers.svg)Question-answering in natural language - ![Continuous monitoring](https://www.xenonstack.com/hubfs/monitoring-2.svg)Continuous monitoring for anomalies and KPI deviations [See in Action](https://elixirdata.co/) ![agentic-data-intelligence](https://www.xenonstack.com/hubfs/empowerment-of-analysts.svg) ✕ ## Intelligent Diagnostic for Self-Healing System Automation Agents identify recurring failures and performance issues. They trigger workflows that resolve common problems automatically. Your infrastructure evolves into a self-healing environment - ![Diagnostics Icon](https://www.xenonstack.com/hubfs/diagnostic.svg)Automated diagnostics for recurring errors - ![Playbook Icon](https://www.xenonstack.com/hubfs/playbook.svg)Playbook execution: restart services, scale pods, clear queues - ![Feedback Icon](https://www.xenonstack.com/hubfs/feedback.svg)Feedback loop for improving remediation strategies [See in Action](https://agentanalyst.ai/) ![intelligent-diagnostic](https://www.xenonstack.com/hubfs/dataops-reimagined-banner-image.svg) ✕ ## Agentic GRC - Monitoring Risk and Compliance Controls AI continuously checks controls and compliance posture. It detects misconfigurations and risks before they escalate. Evidence collection becomes automatic and audit-ready - ![Controls Icon](https://www.xenonstack.com/hubfs/controls.svg)Continuous control checks across infrastructure and SaaS - ![Audit Icon](https://www.xenonstack.com/hubfs/audit.svg)Automated evidence collection for audits - ![Risk Icon](https://www.xenonstack.com/hubfs/risk.svg)Risk scoring and prioritized remediation recommendations [Explore Agent GRC](https://agentgrc.ai/) ![monitoring-risk-and-compliance](https://www.xenonstack.com/hubfs/enhanced-security-measures.svg) ✕ ## Agentic Finance and Procurement Intelligent Agents Financial and procurement workflows become proactive and insight-driven. Agents monitor spend, vendors, and contracts in real time. Approvals and sourcing decisions become faster and smarter - ![Visibility Icon](https://www.xenonstack.com/hubfs/visibility.svg)Real-time visibility into spend and commitments - ![Anomaly Icon](https://www.xenonstack.com/hubfs/anomaly.svg)Anomaly detection on invoices and vendor performance - ![Workflow Icon](https://www.xenonstack.com/hubfs/workflow.svg)Intelligent workflows for approvals and sourcing decisions [Optimize Finance & Procurement](https://www.xenonify.ai/) ![agentic-finance-and-procurement](https://www.xenonstack.com/hubfs/responsible-ai-aviators-banner-illustration.svg) ```json { "@context" : "https://schema.org", "@type" : "BlogPosting", "author" : { "@type" : "Person", "name" : "Navdeep Singh Gill", "url" : "https://www.xenonstack.com/insights/author/navdeep-singh-gill" }, "dateModified" : "2025-04-28T07:43:29.111Z", "datePublished" : "2024-12-14T06:46:12.000Z", "headline" : "Guide to Conversational User Interface Best Practices and CUI Tools", "image" : [ "https://www.xenonstack.com/hubfs/xenonstack-what-is-conversational-user-interface.png" ], "mainEntityOfPage" : { "@id" : "https://www.xenonstack.com/insights/conversational-user-interface-best-practices", "@type" : "WebPage" }, "publisher" : { "@type" : "Organization", "logo" : { "@type" : "ImageObject", "url" : "https://www.xenonstack.com/hubfs/Xenonstack-Serives%20-3-2-2021-10.png" }, "name" : "Xenonstack Inc" } } ``` ```json { "@context" : "http://schema.org", "@type" : "Organization", "address" : { "@type" : "PostalAddress", "addressCountry" : "USA", "addressLocality" : "Plano", "addressRegion" : "Texas", "postalCode" : "75024", "streetAddress" : "7700 Windrose Ave. " }, "description" : "XenonStack is the #1 Data and AI foundry and technology services company to simplify and scale Enterprise and Generative AI Journeys.", "email" : "business@xenonstack.com", "logo" : "https://f.hubspotusercontent30.net/hubfs/8161231/Xenonstack-Serives%20-3-2-2021-10.png", "mainEntityOfPage" : { "@id" : "https://www.xenonstack.com/insights/conversational-user-interface-best-practices", "@type" : "WebPage", "description" : "CUI tools, frameworks, and their applications are needed for the best customer experience strategy and design to interact with humans or AI bots." }, "name" : "XenonStack", "sameAs" : [ "https://www.facebook.com/XenonStack", "https://www.linkedin.com/company/xenonstack/", "https://www.youtube.com/c/XenonStackOfficial", "https://twitter.com/xenonstack" ], "telephone" : "", "url" : "https://www.xenonstack.com/" } ```