﻿{"id":17144,"date":"2026-09-07T02:42:11","date_gmt":"2026-09-06T21:12:11","guid":{"rendered":"https:\/\/devtechnosys.ae\/blog\/?p=17144"},"modified":"2026-09-07T15:20:59","modified_gmt":"2026-09-07T09:50:59","slug":"build-a-chatbot-from-scratch","status":"publish","type":"post","link":"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/","title":{"rendered":"How to Build a Chatbot From Scratch in 2026"},"content":{"rendered":"<p>Building a chatbot from scratch is no longer the preserve of tech giants; it\u2019s an exciting opportunity for startups, enterprises, and creators alike. With rapid advances in AI, natural language processing, and cloud computing, chatbots have evolved from simple rule-based responders into intelligent digital assistants that can understand context, learn from interactions, and deliver human-like conversations.<\/p><div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #000000;color:#000000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #000000;color:#000000\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#Business_Benefits_of_Investing_in_Chatbot_App_Development\" >Business Benefits of Investing in Chatbot App Development<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#1_Significant_Cost_Reduction\" >1. Significant Cost Reduction<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#2_247_Availability\" >2. 24\/7 Availability<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#3_Improved_Customer_Experience_Loyalty\" >3. Improved Customer Experience &amp; Loyalty<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#4_Increased_Sales_Revenue\" >4. Increased Sales &amp; Revenue<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#5_Operational_Efficiency_Scalability\" >5. Operational Efficiency &amp; Scalability<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#What_are_the_Steps_to_Build_a_Chatbot_From_Scratch\" >What are the Steps to Build a Chatbot From Scratch?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#Step_1_Define_Objectives_and_Use_Cases\" >Step 1. Define Objectives and Use Cases<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#Step_2_Understand_Your_Target_Audience\" >Step 2. Understand Your Target Audience<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#Step_3_Choose_the_Right_Chatbot_Type\" >Step 3. Choose the Right Chatbot Type<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#Step_4_Design_Conversation_Flows\" >Step 4. Design Conversation Flows<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#Step_5_Select_the_Technology_Stack\" >Step 5. Select the Technology Stack<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#Step_6_Build_and_Train_the_Chatbot\" >Step 6. Build and Train the Chatbot<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#Step_7_Test_and_Deploy_the_Chatbot\" >Step 7. Test and Deploy the Chatbot<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#Step_8_Monitor_Optimize_and_Scale\" >Step 8. Monitor, Optimize, and Scale<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#What_is_the_Cost_to_Build_a_Chatbot_From_Scratch_in_2026\" >What is the Cost to Build a Chatbot From Scratch in 2026?<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#Chatbot_Complexity\" >Chatbot Complexity<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#Estimated_Development_Cost_AED\" >Estimated Development Cost (AED)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#Typical_Scope\" >Typical Scope<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#4_Factors_Affecting_Chatbot_Development_Cost\" >4 Factors Affecting Chatbot Development Cost<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#Cost_Factor\" >Cost Factor<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#What_It_Includes\" >What It Includes<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#Estimated_Cost_Impact_AED\" >Estimated Cost Impact (AED)<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#Challenges_of_Building_a_Chatbot_From_Scratch\" >Challenges of Building a Chatbot From Scratch<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#1_Choosing_the_Right_AI_Architecture\" >1. Choosing the Right AI Architecture<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#2_Managing_Context_and_Conversation_Flow\" >2. Managing Context and Conversation Flow<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#3_Connecting_Business_Data\" >3. Connecting Business Data<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#4_Preventing_Hallucinations_and_Inaccurate_Responses\" >4. Preventing Hallucinations and Inaccurate Responses<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#5_Ensuring_Security_and_Data_Privacy\" >5. Ensuring Security and Data Privacy<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#6_Scaling_Performance_and_Costs\" >6. Scaling Performance and Costs<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#7_Testing_Real-World_Conversations\" >7. Testing Real-World Conversations<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#What_Are_the_Must-Have_Features_For_Chatbot_Development\" >What Are the Must-Have Features For Chatbot Development?<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#Feature\" >Feature<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-34\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#Purpose\" >Purpose<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-35\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#How_to_Choose_The_Right_Chatbot_Development_Company\" >How to Choose The Right Chatbot Development Company?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-36\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#1_Proven_Experience_Portfolio\" >1. Proven Experience &amp; Portfolio<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-37\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#2_Expertise_in_AI_NLP_Integrations\" >2. Expertise in AI, NLP &amp; Integrations<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-38\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#3_Customization_Scalability_Capabilities\" >3. Customization &amp; Scalability Capabilities<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-39\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#4_Technology_Stack_Security_Standards\" >4. Technology Stack &amp; Security Standards<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-40\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#5_Development_Process_Transparency\" >5. Development Process &amp; Transparency<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-41\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#6_Post-Launch_Support_Optimization\" >6. Post-Launch Support &amp; Optimization<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-42\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#7_Client_Reviews_Cost_Transparency\" >7. Client Reviews &amp; Cost Transparency<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-43\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#Security_and_Compliance_for_a_Chatbot_in_the_UAE\" >Security and Compliance for a Chatbot in the UAE<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-44\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#Conclusion\" >Conclusion<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-45\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#FAQs\" >FAQs<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-46\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#Q1_How_to_Integrate_AI_Personalization_in_Chatbots_in_2026\" >Q1. How to Integrate AI Personalization in Chatbots in 2026?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-47\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#Q2_Why_is_Chatbot_Development_Skyrocketing_in_2026\" >Q2. Why is Chatbot Development Skyrocketing in 2026?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-48\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#Q3_How_Long_Does_it_Take_to_Develop_a_Chatbot_From_Scratch\" >Q3. How Long Does it Take to Develop a Chatbot From Scratch?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-49\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#Q4_Can_I_Build_a_Chatbot_Without_Coding\" >Q4. Can I Build a Chatbot Without Coding?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-50\" href=\"https:\/\/devtechnosys.ae\/blog\/build-a-chatbot-from-scratch\/#Q5_What_Are_The_Must-Have_Features_for_Chatbots\" >Q5. What Are The Must-Have Features for Chatbots?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n\n<p style=\"text-align: justify;\">Whether you want to automate customer support, boost sales engagement, or create a smart virtual assistant, developing a chatbot gives you full control over functionality, data, and user experience.<\/p>\n<p style=\"text-align: justify;\">From defining clear goals and choosing the right technology stack to training models and deploying them across platforms, the journey of chatbot development is both strategic and creative. This guide walks you through the essential steps to build a chatbot from scratch, helping you turn a simple idea into a powerful conversational solution that adds real value to your business and users.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Business_Benefits_of_Investing_in_Chatbot_App_Development\"><\/span><strong>Business Benefits of Investing in Chatbot App Development <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">Investing in custom chatbot app development offers significant business benefits, including 24\/7 customer support, up to 90% reduction in service costs, improved user engagement, and higher conversion rates. So, before we learn <a href=\"https:\/\/devtechnosys.ae\/blog\/how-to-make-a-chatbot-in-python\/\" aria-label=\"how to make a Chatbot in Python\">how to make a Chatbot in Python<\/a> or Laravel, let\u2019s study these benefits in detail.<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-17149\" src=\"https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/Business-Benefits-of-Investing-in-Chatbot-App-Development.jpg\" alt=\"Business Benefits of Investing in Chatbot App Development\" width=\"772\" height=\"386\" srcset=\"https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/Business-Benefits-of-Investing-in-Chatbot-App-Development.jpg 1000w, https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/Business-Benefits-of-Investing-in-Chatbot-App-Development-300x150.jpg 300w, https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/Business-Benefits-of-Investing-in-Chatbot-App-Development-768x384.jpg 768w\" sizes=\"auto, (max-width: 772px) 100vw, 772px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"1_Significant_Cost_Reduction\"><\/span><strong>1. <\/strong><strong>Significant Cost Reduction<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">Chatbots help businesses significantly reduce customer service costs by handling a high volume of routine, repetitive queries without human intervention. By automating FAQs, order tracking, and basic troubleshooting, companies can reduce support costs by up to 30%. It is one of the reasons why chatbot development is skyrocketing in 2026.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"2_247_Availability\"><\/span><strong>2. <\/strong><strong>24\/7 Availability<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">AI-powered chatbots provide uninterrupted, round-the-clock support, ensuring customers receive instant assistance regardless of time zones, holidays, or business hours. This always-on availability improves responsiveness, builds trust, and ensures that customer queries are addressed immediately, even outside traditional support windows.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"3_Improved_Customer_Experience_Loyalty\"><\/span><strong>3. <\/strong><strong>Improved Customer Experience &amp; Loyalty<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">Chatbots deliver fast, consistent, and personalized responses by analyzing user behavior and preferences. By minimizing wait times and offering immediate solutions, they enhance overall customer satisfaction. This seamless experience reduces frustration, strengthens brand perception, and helps prevent customer churn, ultimately improving long-term loyalty.<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/devtechnosys.ae\/request-a-quote\" aria-label=\"How to Build a Chatbot From Scratch in 2026 CTA\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-17154\" src=\"https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/How-to-Build-a-Chatbot-From-Scratch-in-2026-CTA.jpg\" alt=\"How to Build a Chatbot From Scratch in 2026 CTA\" width=\"1165\" height=\"256\" srcset=\"https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/How-to-Build-a-Chatbot-From-Scratch-in-2026-CTA.jpg 1500w, https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/How-to-Build-a-Chatbot-From-Scratch-in-2026-CTA-300x66.jpg 300w, https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/How-to-Build-a-Chatbot-From-Scratch-in-2026-CTA-1024x225.jpg 1024w, https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/How-to-Build-a-Chatbot-From-Scratch-in-2026-CTA-768x169.jpg 768w\" sizes=\"auto, (max-width: 1165px) 100vw, 1165px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"4_Increased_Sales_Revenue\"><\/span><strong>4. <\/strong><strong>Increased Sales &amp; Revenue<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">Acting as virtual sales assistants, chatbots engage website visitors, qualify leads, and guide users through the buying journey. They provide tailored product recommendations, answer purchase-related questions, and prompt timely follow-ups. Research indicates that chatbots can increase sales conversion rates and drive revenue growth by up to 67%. This data shows that businesses are choosing AI chatbot development services to build scalable solutions.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"5_Operational_Efficiency_Scalability\"><\/span><strong>5. <\/strong><strong>Operational Efficiency &amp; Scalability<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">Chatbots can handle thousands of conversations simultaneously without any drop in performance, making them highly scalable. As business demand grows, chatbots easily adapt without requiring additional staffing, improving operational efficiency while maintaining consistent service quality.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"What_are_the_Steps_to_Build_a_Chatbot_From_Scratch\"><\/span><strong>What are the Steps to Build a Chatbot From Scratch?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Businesses are moving beyond the question: <a href=\"https:\/\/devtechnosys.ae\/blog\/what-is-chatbot-development\/\" aria-label=\"what is chatbot development\">what is chatbot development<\/a>? They now need to know the advanced capabilities they can incur to maximize ROI. Moreover, chatbot development from scratch is a feasible solution to all queries.\u00a0Follow these steps to create an advanced chatbot for today\u2019s generation.<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-17150\" src=\"https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/What-are-the-Steps-to-Build-a-Chatbot-From-Scratch.jpg\" alt=\"What are the Steps to Build a Chatbot From Scratch\" width=\"828\" height=\"414\" srcset=\"https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/What-are-the-Steps-to-Build-a-Chatbot-From-Scratch.jpg 1000w, https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/What-are-the-Steps-to-Build-a-Chatbot-From-Scratch-300x150.jpg 300w, https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/What-are-the-Steps-to-Build-a-Chatbot-From-Scratch-768x384.jpg 768w\" sizes=\"auto, (max-width: 828px) 100vw, 828px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Step_1_Define_Objectives_and_Use_Cases\"><\/span><strong>Step 1. Define Objectives and Use Cases<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">The first step to build a chatbot from Scratch is defining its core purpose and business objectives. Determine whether the chatbot will be used for customer support, lead generation, sales, onboarding, or internal assistance. Make a chatbot application by clearly outlining use cases.<\/p>\n<p style=\"text-align: justify;\">It helps shape the conversation, the required features, and the success metrics. Also, make a rough estimate of the cost to build a chatbot. Well-defined objectives ensure the chatbot delivers measurable value and aligns with overall business goals from the start.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Step_2_Understand_Your_Target_Audience\"><\/span><strong>Step 2. Understand Your Target Audience<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">Looking forward to AI application development for businesses? For that understanding your audience is crucial for designing meaningful chatbot interactions. Analyze user demographics, behavior patterns, preferences, and frequently asked questions.<\/p>\n<p style=\"text-align: justify;\">Identify the problems users expect the chatbot to solve and how they prefer to communicate. This insight helps create natural conversation flows, appropriate language tone, and relevant responses, ensuring the chatbot feels intuitive, helpful, and user-centric rather than robotic.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Step_3_Choose_the_Right_Chatbot_Type\"><\/span><strong>Step 3. Choose the Right Chatbot Type<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">To build a chatbot from scratch, select the chatbot type based on complexity, scalability, and budget. Rule-based chatbots follow predefined scripts and work well for simple queries. AI-powered chatbots use natural language processing to understand intent and learn over time.<\/p>\n<p style=\"text-align: justify;\">A top <a href=\"https:\/\/devtechnosys.ae\/hybrid-app-development\" aria-label=\"hybrid app development company\">hybrid app development company<\/a> creates Hybrid chatbots by combining both approaches for better accuracy and flexibility. Choosing the right model ensures optimal performance, better user experience, and long-term adaptability.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Step_4_Design_Conversation_Flows\"><\/span><strong>Step 4. Design Conversation Flows<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">The next step is creating an appealing UI\/UX design for chatbots. Conversation design defines how users interact with the chatbot. Create a low-latency chatbot response architecture with structured dialogue flows that guide users smoothly toward solutions while maintaining a natural tone.<\/p>\n<p style=\"text-align: justify;\">Include greetings, clear response paths, and fallback messages for unrecognized inputs. Well-designed conversation flows reduce confusion, improve engagement, and ensure users receive accurate answers without frustration, even when interactions become complex.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Step_5_Select_the_Technology_Stack\"><\/span><strong>Step 5. Select the Technology Stack<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">Choosing the right technology stack is essential for chatbot performance and scalability. Decide on programming languages like Python or JavaScript, NLP frameworks, databases, and cloud platforms. According to the experts who provide enterprise mobile application development services<strong>,<\/strong> the stack should support integration with existing systems, data security, and future enhancements.<\/p>\n<p style=\"text-align: justify;\">A flexible and scalable technology foundation ensures the chatbot can handle growing user demand and evolving business requirements efficiently.<\/p>\n<p>&nbsp;<\/p>\n<table width=\"612\">\n<tbody>\n<tr>\n<td width=\"294\"><strong>Layer<\/strong><\/td>\n<td width=\"318\"><strong>Tech Stack<\/strong><\/td>\n<\/tr>\n<tr>\n<td width=\"294\">Frontend<\/td>\n<td width=\"318\">Web Chat, React<\/td>\n<\/tr>\n<tr>\n<td width=\"294\">Backend<\/td>\n<td width=\"318\">Python, Node.js<\/td>\n<\/tr>\n<tr>\n<td width=\"294\">NLP Engine<\/td>\n<td width=\"318\">Dialogflow, Rasa<\/td>\n<\/tr>\n<tr>\n<td width=\"294\">Database<\/td>\n<td width=\"318\">MongoDB<\/td>\n<\/tr>\n<tr>\n<td width=\"294\">Deployment<\/td>\n<td width=\"318\">AWS, Google Cloud<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Step_6_Build_and_Train_the_Chatbot\"><\/span><strong>Step 6. Build and Train the Chatbot<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">This step to build a chatbot from scratch involves developing the chatbot logic and training it using sample conversations, intents, and entities. For AI chatbots, machine learning models must be trained with diverse datasets to improve intent recognition and response accuracy.<\/p>\n<p style=\"text-align: justify;\">Continuous training helps the chatbot learn from real interactions, refine responses, and deliver more human-like, context-aware conversations over time.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Step_7_Test_and_Deploy_the_Chatbot\"><\/span><strong>Step 7. Test and Deploy the Chatbot<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">Before launch, your <a href=\"https:\/\/devtechnosys.ae\/mobile-app-development\" aria-label=\"mobile app development company in Dubai\">mobile app development company in Dubai<\/a> will thoroughly test the chatbot across different scenarios, devices, and platforms. Identify errors, improve response accuracy, and ensure smooth conversation flow.<\/p>\n<p style=\"text-align: justify;\">Testing helps eliminate bugs and user experience issues. Once optimized, deploy the chatbot on selected channels such as websites, mobile apps, or messaging platforms to start engaging with real users.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Step_8_Monitor_Optimize_and_Scale\"><\/span><strong>Step 8. Monitor, Optimize, and Scale<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">After deployment, continuously monitor chatbot performance using metrics like response accuracy, resolution rate, and user satisfaction. Collect user feedback and conversation data to identify areas for improvement.<\/p>\n<p style=\"text-align: justify;\">Regular optimization, content updates, and retraining ensure the chatbot remains relevant and efficient. As business needs grow, the chatbot can be scaled to handle higher volumes and advanced use cases.<\/p>\n<p>&nbsp;<\/p>\n<p><a title=\"+91-9983263662\" href=\"https:\/\/wa.me\/919983263662?text=hello devtechnosys\" target=\"_blank\" rel=\"noopener\" aria-label=\"+91-9983263662\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-12056 aligncenter\" src=\"https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2025\/02\/chat-with-our-experts-on-whatsapp.png\" alt=\"chat with our experts on whatsapp\" width=\"1059\" height=\"152\" srcset=\"https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2025\/02\/chat-with-our-experts-on-whatsapp.png 1500w, https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2025\/02\/chat-with-our-experts-on-whatsapp-300x43.png 300w, https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2025\/02\/chat-with-our-experts-on-whatsapp-1024x147.png 1024w, https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2025\/02\/chat-with-our-experts-on-whatsapp-768x110.png 768w\" sizes=\"auto, (max-width: 1059px) 100vw, 1059px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"What_is_the_Cost_to_Build_a_Chatbot_From_Scratch_in_2026\"><\/span><strong>What is the Cost to Build a Chatbot From Scratch in 2026?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">The <a href=\"https:\/\/devtechnosys.ae\/blog\/chatbot-development-cost\/\" aria-label=\"chatbot development cost\">chatbot development cost<\/a> typically ranges from AED 110,000 to AED 551,000+, depending on the chatbot\u2019s intelligence, integrations, security requirements, AI model, and overall complexity. A basic chatbot development with predefined conversations and limited integrations will sit toward the lower end, while an AI-powered enterprise chatbot with LLM integration, RAG, multilingual support, voice capabilities, analytics, and enterprise-grade security can exceed AED 551,000.<\/p>\n<p>&nbsp;<\/p>\n<table>\n<thead>\n<tr>\n<th>\n<h4><span class=\"ez-toc-section\" id=\"Chatbot_Complexity\"><\/span><strong>Chatbot Complexity<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<\/th>\n<th align=\"right\">\n<h4><span class=\"ez-toc-section\" id=\"Estimated_Development_Cost_AED\"><\/span><strong>Estimated Development Cost (AED)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<\/th>\n<th>\n<h4><span class=\"ez-toc-section\" id=\"Typical_Scope\"><\/span><strong>Typical Scope<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Basic Chatbot<\/td>\n<td align=\"right\">AED 110,000 \u2013 AED 184,000<\/td>\n<td>Rule-based conversations, FAQs, basic NLP, web\/mobile integration, admin panel<\/td>\n<\/tr>\n<tr>\n<td>AI-Powered Chatbot<\/td>\n<td align=\"right\">AED 184,000 \u2013 AED 330,500<\/td>\n<td>LLM integration, contextual conversations, personalization, API integrations, analytics<\/td>\n<\/tr>\n<tr>\n<td>Advanced Chatbot<\/td>\n<td align=\"right\">AED 330,500 \u2013 AED 551,000<\/td>\n<td>RAG, knowledge-base integration, multilingual support, advanced NLP, workflow automation, CRM\/ERP integrations<\/td>\n<\/tr>\n<tr>\n<td>Enterprise Chatbot<\/td>\n<td align=\"right\">AED 551,000+<\/td>\n<td>Custom AI models, multi-agent workflows, voice capabilities, enterprise integrations, advanced security, compliance, scalability<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"4_Factors_Affecting_Chatbot_Development_Cost\"><\/span><strong>4 Factors Affecting Chatbot Development Cost<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">Several technical and business factors influence the budget to develop a chatbot from scratch. The following four are among the most significant:<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-20603\" src=\"https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/4-Factors-Affecting-Chatbot-Development-Cost.webp\" alt=\"4 Factors Affecting Chatbot Development Cost\" width=\"1000\" height=\"437\" srcset=\"https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/4-Factors-Affecting-Chatbot-Development-Cost.webp 1000w, https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/4-Factors-Affecting-Chatbot-Development-Cost-300x131.webp 300w, https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/4-Factors-Affecting-Chatbot-Development-Cost-768x336.webp 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p>&nbsp;<\/p>\n<table>\n<thead>\n<tr>\n<th>\n<h4><span class=\"ez-toc-section\" id=\"Cost_Factor\"><\/span><strong>Cost Factor<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<\/th>\n<th>\n<h4><span class=\"ez-toc-section\" id=\"What_It_Includes\"><\/span><strong>What It Includes<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<\/th>\n<th align=\"right\">\n<h4><span class=\"ez-toc-section\" id=\"Estimated_Cost_Impact_AED\"><\/span><strong>Estimated Cost Impact (AED)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>AI Intelligence<\/td>\n<td>Rule-based logic, NLP, LLM integration, RAG, contextual memory, intent recognition, AI agents<\/td>\n<td align=\"right\">AED 37,000 \u2013 AED 184,000+<\/td>\n<\/tr>\n<tr>\n<td>Features and UX<\/td>\n<td>Conversational UI, personalization, multilingual support, voice, recommendations, analytics, admin dashboard<\/td>\n<td align=\"right\">AED 29,000 \u2013 AED 129,000+<\/td>\n<\/tr>\n<tr>\n<td>Third-Party Integrations<\/td>\n<td>CRM, ERP, payment gateways, databases, APIs, WhatsApp, websites, mobile apps, helpdesk systems<\/td>\n<td align=\"right\">AED 18,000 \u2013 AED 110,000+<\/td>\n<\/tr>\n<tr>\n<td>Security and Compliance<\/td>\n<td>Encryption, authentication, RBAC, audit logs, data privacy controls, compliance implementation, security testing<\/td>\n<td align=\"right\">AED 26,000 \u2013 AED 147,000+<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Challenges_of_Building_a_Chatbot_From_Scratch\"><\/span><strong>Challenges of Building a Chatbot From Scratch<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">Building a chatbot from scratch gives you greater control over its functionality, data, integrations, and user experience, but it also introduces several technical challenges. Businesses that want to opt for <a href=\"https:\/\/devtechnosys.ae\/blog\/chatbot-saas-software-for-enterprises\/\" aria-label=\"enterprise chatbot development\">enterprise chatbot development<\/a> need to plan the chatbot architecture, select the right AI models, manage data securely, and ensure the bot can handle real-world conversations reliably.<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-20604\" src=\"https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/Challenges-of-Building-a-Chatbot-From-Scratch.webp\" alt=\"Challenges of Building a Chatbot From Scratch\" width=\"1000\" height=\"485\" srcset=\"https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/Challenges-of-Building-a-Chatbot-From-Scratch.webp 1000w, https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/Challenges-of-Building-a-Chatbot-From-Scratch-300x146.webp 300w, https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/Challenges-of-Building-a-Chatbot-From-Scratch-768x372.webp 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"1_Choosing_the_Right_AI_Architecture\"><\/span><strong>1. Choosing the Right AI Architecture<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">Selecting between rule-based logic, NLP models, LLMs, or a hybrid architecture can significantly affect the chatbot&#8217;s capabilities and development complexity. An LLM-powered chatbot may provide more natural conversations, but it also requires careful prompt design, context management, model selection, and evaluation. Businesses planning advanced AI chatbot development should choose an architecture based on their use cases, data requirements, scalability, and expected conversation volume.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"2_Managing_Context_and_Conversation_Flow\"><\/span><strong>2. Managing Context and Conversation Flow<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">A chatbot must understand what users mean, remember relevant conversation history, and respond appropriately to follow-up questions. Maintaining context becomes more difficult when conversations involve multiple topics, long sessions, or ambiguous requests. Developers need to implement session management, conversation state, fallback handling, and context-window strategies to prevent irrelevant or repetitive responses.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"3_Connecting_Business_Data\"><\/span><strong>3. Connecting Business Data<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">A chatbot becomes significantly more useful when it can access business-specific information such as product catalogs, FAQs, customer records, policies, or internal documents. However, connecting these data sources requires APIs, databases, authentication mechanisms, and sometimes retrieval-augmented generation (RAG). Poor data integration can result in outdated information or inaccurate responses, making RAG chatbot development an important consideration for knowledge-intensive applications.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"4_Preventing_Hallucinations_and_Inaccurate_Responses\"><\/span><strong>4. Preventing Hallucinations and Inaccurate Responses<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">Generative AI chatbots can occasionally produce confident but incorrect information. This is particularly risky when the chatbot handles financial, healthcare, legal, or other business-critical queries. Developers should use grounded data sources, response validation, carefully designed prompts, confidence thresholds, and human escalation workflows to improve reliability.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"5_Ensuring_Security_and_Data_Privacy\"><\/span><strong>5. Ensuring Security and Data Privacy<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">Chatbots may process names, contact information, customer conversations, documents, payment-related information, or other sensitive business data. Security therefore needs to be considered throughout development rather than added after deployment. Encryption, authentication, authorization, secure API design, access controls, logging, and appropriate data-retention policies can help protect chatbot interactions and connected systems.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"6_Scaling_Performance_and_Costs\"><\/span><strong>6. Scaling Performance and Costs<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">A chatbot that works well with a few hundred conversations may face performance and cost challenges when usage increases. API calls, model inference, database queries, vector searches, and conversation history can all affect infrastructure requirements and operating expenses. Developers need to optimize prompts, cache appropriate responses, select models according to task complexity, and design an architecture that can scale without compromising response quality.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"7_Testing_Real-World_Conversations\"><\/span><strong>7. Testing Real-World Conversations<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">Chatbot testing goes beyond checking whether predefined questions receive the correct answers. Users may misspell words, change topics, use slang, ask ambiguous questions, or provide incomplete information.<\/p>\n<p style=\"text-align: justify;\">Developers need to test different conversation paths, edge cases, adversarial prompts, integration failures, and fallback scenarios before deployment. Continuous monitoring after launch is equally important because chatbot performance can change as user behavior and underlying data evolve.<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/devtechnosys.ae\/request-a-quote\" aria-label=\"Want to Build a Chatbot That Delivers Real Business Value CTA\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-20606\" src=\"https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/Want-to-Build-a-Chatbot-That-Delivers-Real-Business-Value-CTA.webp\" alt=\"Want to Build a Chatbot That Delivers Real Business Value CTA\" width=\"1500\" height=\"330\" srcset=\"https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/Want-to-Build-a-Chatbot-That-Delivers-Real-Business-Value-CTA.webp 1500w, https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/Want-to-Build-a-Chatbot-That-Delivers-Real-Business-Value-CTA-300x66.webp 300w, https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/Want-to-Build-a-Chatbot-That-Delivers-Real-Business-Value-CTA-1024x225.webp 1024w, https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/Want-to-Build-a-Chatbot-That-Delivers-Real-Business-Value-CTA-768x169.webp 768w\" sizes=\"auto, (max-width: 1500px) 100vw, 1500px\" \/><\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"What_Are_the_Must-Have_Features_For_Chatbot_Development\"><\/span><strong>What Are the Must-Have Features For Chatbot Development?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">Now that we know how to build a chatbot from scratch, let\u2019s see what features are crucial to add for <a href=\"https:\/\/devtechnosys.ae\/blog\/ai-in-chatbot-development\/\" aria-label=\"AI in chatbot development\">AI in chatbot development<\/a>. These features help chatbots better understand users, respond accurately, and scale across platforms.<\/p>\n<p>&nbsp;<\/p>\n<table width=\"628\">\n<tbody>\n<tr>\n<td width=\"269\">\n<h4><span class=\"ez-toc-section\" id=\"Feature\"><\/span>Feature<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<\/td>\n<td width=\"359\">\n<h4><span class=\"ez-toc-section\" id=\"Purpose\"><\/span>Purpose<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"269\">NLP &amp; Intent Recognition<\/td>\n<td width=\"359\">Understands user queries and intent accurately<\/td>\n<\/tr>\n<tr>\n<td width=\"269\">Context Awareness<\/td>\n<td width=\"359\">Maintains conversation flow across interactions<\/td>\n<\/tr>\n<tr>\n<td width=\"269\">Multilingual Support<\/td>\n<td width=\"359\">Enables communication in multiple languages<\/td>\n<\/tr>\n<tr>\n<td width=\"269\">Omnichannel Deployment<\/td>\n<td width=\"359\">Works across web, apps, and messaging platforms<\/td>\n<\/tr>\n<tr>\n<td width=\"269\">Personalization<\/td>\n<td width=\"359\">Delivers tailored responses based on user data<\/td>\n<\/tr>\n<tr>\n<td width=\"269\">CRM &amp; API Integration<\/td>\n<td width=\"359\">Automates workflows and connects systems<\/td>\n<\/tr>\n<tr>\n<td width=\"269\">Human Handoff<\/td>\n<td width=\"359\">Escalates complex queries to live agents<\/td>\n<\/tr>\n<tr>\n<td width=\"269\">Analytics &amp; Reporting<\/td>\n<td width=\"359\">Measures performance and user engagement<\/td>\n<\/tr>\n<tr>\n<td width=\"269\">Data Security &amp; Compliance<\/td>\n<td width=\"359\">Protects user data and meets regulations<\/td>\n<\/tr>\n<tr>\n<td width=\"269\">Scalability<\/td>\n<td width=\"359\">Handles growing user demand efficiently<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"How_to_Choose_The_Right_Chatbot_Development_Company\"><\/span><strong>How to Choose The Right Chatbot Development Company? <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">Choosing the right chatbot development company is critical to building a solution that delivers real business value. Here are the criteria and parameters through which you can filter out the best chatbot development company.<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-17151 \" src=\"https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/How-to-Choose-The-ight-Chatbot-Development-Company.jpg\" alt=\"How to Choose The Right Chatbot Development Company\" width=\"778\" height=\"389\" srcset=\"https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/How-to-Choose-The-ight-Chatbot-Development-Company.jpg 1000w, https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/How-to-Choose-The-ight-Chatbot-Development-Company-300x150.jpg 300w, https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/How-to-Choose-The-ight-Chatbot-Development-Company-768x384.jpg 768w\" sizes=\"auto, (max-width: 778px) 100vw, 778px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"1_Proven_Experience_Portfolio\"><\/span><strong>1. Proven Experience &amp; Portfolio<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">When selecting a chatbot development company, reviewing their portfolio is critical. A company with a diverse range of completed projects across industries demonstrates its ability to handle varying use cases, complexities, and platforms.<\/p>\n<p style=\"text-align: justify;\">Real-world experience ensures that they understand common challenges, know how to optimize user engagement, and can deliver solutions that align with business objectives. Case studies and success stories provide valuable insight into their technical competence and project execution capabilities.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"2_Expertise_in_AI_NLP_Integrations\"><\/span><strong>2. Expertise in AI, NLP &amp; Integrations<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">The ideal \u00a0<a href=\"https:\/\/devtechnosys.ae\/artificial-intelligence-development\" aria-label=\"artificial intelligence development company\">artificial intelligence development company<\/a> should have hands-on expertise in AI, machine learning, and natural language processing technologies. These skills are essential for creating chatbots that understand user intent, provide accurate responses, and improve over time.<\/p>\n<p style=\"text-align: justify;\">Additionally, they must be capable of seamless integration with CRM systems, ERP solutions, payment gateways, and other third-party APIs, ensuring your chatbot functions effectively within your existing business ecosystem and adds measurable operational value.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"3_Customization_Scalability_Capabilities\"><\/span><strong>3. Customization &amp; Scalability Capabilities<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">Every business has unique needs, so avoid companies offering generic, one-size-fits-all chatbot solutions. The right partner should deliver fully customized chatbots tailored to your brand, workflows, and audience. Equally important is scalability; your chatbot should handle growing user traffic, expanded functionality, and increasingly complex queries without performance degradation.<\/p>\n<p style=\"text-align: justify;\">A scalable and adaptable solution ensures long-term usability, cost efficiency, and the ability to evolve alongside your business goals and customer expectations.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"4_Technology_Stack_Security_Standards\"><\/span><strong>4. Technology Stack &amp; Security Standards<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">Evaluate the technologies and tools the company uses to build chatbots. A modern, reliable tech stack ensures performance, flexibility, and maintainability. Equally crucial are security measures, especially for chatbots that process sensitive customer data.<\/p>\n<p style=\"text-align: justify;\">Ensure the company follows industry-standard practices for data protection, encryption, and compliance with regulations like GDPR or CCPA. Strong security protocols safeguard your users, reinforce trust in your brand, and minimize legal and operational risks.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"5_Development_Process_Transparency\"><\/span><strong>5. Development Process &amp; Transparency<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">A transparent and structured development process is key to a successful project. Choose an <a href=\"https:\/\/devtechnosys.ae\/ai-agent-development-services\" aria-label=\"AI agent development services\">AI agent development services<\/a> provider that follows an organized workflow, communicates regularly, provides progress updates, and sets realistic timelines.<\/p>\n<p style=\"text-align: justify;\">Agile or iterative methodologies are preferable, allowing adjustments based on feedback. Transparency reduces misunderstandings, ensures alignment on project goals, and fosters collaboration. A clear roadmap also provides measurable milestones, helping you track progress and stay confident that the chatbot will meet expectations.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"6_Post-Launch_Support_Optimization\"><\/span><strong>6. Post-Launch Support &amp; Optimization<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">Chatbot development does not end with deployment. Continuous support, performance monitoring, and optimization are essential to maintain efficiency and user satisfaction. Chatbot monetization beyond subscription models, the company should provide model retraining, software updates, and feature enhancements to adapt to changing business needs and user behaviors.<\/p>\n<p style=\"text-align: justify;\">Ongoing support ensures that your chatbot remains effective, learns from real interactions, and continues to deliver high-quality conversations while preventing downtime or operational issues.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"7_Client_Reviews_Cost_Transparency\"><\/span><strong>7. Client Reviews &amp; Cost Transparency<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">Finally, examine client testimonials, reviews, and case studies to assess reliability and service quality for conversational AI development. Positive feedback demonstrates credibility, trustworthiness, and a history of successful project delivery.<\/p>\n<p style=\"text-align: justify;\">Transparent pricing is equally important; ensure the company provides clear cost structures without hidden charges. A company that balances quality with honest pricing, backed by proven client satisfaction, is more likely to deliver a chatbot solution that aligns with your budget, expectations, and business goals.<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/devtechnosys.ae\/request-a-quote\" aria-label=\"How to Build a Chatbot From Scratch in 2026 CTA 1\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-17155\" src=\"https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/How-to-Build-a-Chatbot-From-Scratch-in-2026-CTA-1.jpg\" alt=\"How to Build a Chatbot From Scratch in 2026 CTA 1\" width=\"1138\" height=\"250\" srcset=\"https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/How-to-Build-a-Chatbot-From-Scratch-in-2026-CTA-1.jpg 1500w, https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/How-to-Build-a-Chatbot-From-Scratch-in-2026-CTA-1-300x66.jpg 300w, https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/How-to-Build-a-Chatbot-From-Scratch-in-2026-CTA-1-1024x225.jpg 1024w, https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/How-to-Build-a-Chatbot-From-Scratch-in-2026-CTA-1-768x169.jpg 768w\" sizes=\"auto, (max-width: 1138px) 100vw, 1138px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Security_and_Compliance_for_a_Chatbot_in_the_UAE\"><\/span><strong>Security and Compliance for a Chatbot in the UAE<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">Security should be built into a chatbot from the beginning, particularly when it processes customer conversations, personal information, business records, payment-related data, or other sensitive information. Businesses that keep up with the<a href=\"https:\/\/devtechnosys.ae\/blog\/chatbot-development-trends-in-uae\/\" aria-label=\"chatbot development trends in UAE\"> chatbot development trends in UAE<\/a> gain a competitive edge.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-20605\" src=\"https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/Security-and-Compliance-for-a-Chatbot-in-the-UAE.webp\" alt=\"Security and Compliance for a Chatbot in the UAE\" width=\"1024\" height=\"456\" srcset=\"https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/Security-and-Compliance-for-a-Chatbot-in-the-UAE.webp 1024w, https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/Security-and-Compliance-for-a-Chatbot-in-the-UAE-300x134.webp 300w, https:\/\/devtechnosys.ae\/blog\/wp-content\/uploads\/2026\/01\/Security-and-Compliance-for-a-Chatbot-in-the-UAE-768x342.webp 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: justify;\">The chatbot must include\u00a0TLS encryption, encryption at rest, secure API authentication, role-based access control (RBAC), multi-factor authentication (MFA), input validation, secrets management, audit logging, vulnerability testing, and secure data-retention policies.<\/p>\n<p style=\"text-align: justify;\">AI-powered chatbots should also include controls against prompt injection, unauthorized knowledge-base access, sensitive-data leakage, malicious inputs, and unsafe AI-generated responses.<\/p>\n<p style=\"text-align: justify;\">For UAE-based chatbot solutions, the primary compliance consideration when developing a chatbot from scratch is the UAE Personal Data Protection Law (Federal Decree-Law No. 45 of 2021). This establishes requirements for processing and protecting personal data.<\/p>\n<p style=\"text-align: justify;\">Businesses should implement appropriate consent and privacy mechanisms, limit data collection to legitimate purposes, protect personal information against unauthorized access, and establish appropriate procedures for data retention, processing, and data-subject rights.<\/p>\n<p style=\"text-align: justify;\">Depending on the sector and location of operations, additional UAE-specific requirements may apply, such as DIFC Data Protection Law for organizations operating within the Dubai International Financial Centre or ADGM Data Protection Regulations for entities operating within Abu Dhabi Global Market.<\/p>\n<p style=\"text-align: justify;\">For organizations seeking an established information-security framework alongside UAE privacy requirements, ISO\/IEC 27001 can also be adopted as an international security standard. However, it is important to distinguish it from UAE legislation: ISO 27001 is a voluntary information-security standard, whereas UAE data-protection requirements may be legally applicable depending on the organization and its processing activities.<\/p>\n<p style=\"text-align: justify;\"><em>Note: Our developers always refer to ISO 27001 guidelines when developing a chatbot to improve data structure and ensure security.<\/em><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Conclusion\"><\/span><strong>Conclusion <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">Building a chatbot from scratch in 2026 combines strategic planning, advanced AI capabilities, and user-centric design. By defining clear objectives, understanding your audience, choosing the right technology stack, and designing intuitive conversation flows, you can create a chatbot that enhances customer engagement, drives sales, and improves operational efficiency.<\/p>\n<p style=\"text-align: justify;\">With the right approach, a well-built chatbot can become a powerful business asset in the AI-driven era.\u00a0 If you are a busines looking for a top chatbot app development company, then contact Dev Technosys. With 150+ dedicated chatbot developers and 1500+ successful projects, we are the leading providers of <a href=\"https:\/\/devtechnosys.ae\/chatbot-development-services\" aria-label=\"chatbot development services\">chatbot development services<\/a> in the Middle East.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"FAQs\"><\/span><strong>FAQs<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Q1_How_to_Integrate_AI_Personalization_in_Chatbots_in_2026\"><\/span>Q1. How to Integrate AI Personalization in Chatbots in 2026?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">AI personalization uses machine learning and user behavior analysis to deliver tailored responses. By tracking past interactions, preferences, and engagement patterns, chatbots can suggest relevant content, recommend products, or provide contextual support. Integration with CRM systems, analytics tools, and AI engines allows real-time adaptation to each user, enhancing satisfaction and loyalty.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Q2_Why_is_Chatbot_Development_Skyrocketing_in_2026\"><\/span>Q2. Why is Chatbot Development Skyrocketing in 2026?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">Chatbot adoption is booming due to advancements in AI, NLP, and cloud computing. Businesses are leveraging chatbots for 24\/7 support, cost reduction, sales automation, and improved customer experiences. The growing demand for instant, personalized interactions across industries has made chatbot development a critical part of digital transformation strategies.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Q3_How_Long_Does_it_Take_to_Develop_a_Chatbot_From_Scratch\"><\/span>Q3. How Long Does it Take to Develop a Chatbot From Scratch?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">The time taken to develop a chatbot from scratch depends on complexity. A simple rule-based chatbot can be built in 3 to 6 weeks, while AI-powered, multi-platform chatbots with integrations and analytics can take 3 to 6 months. Timelines vary based on features, training data, and testing requirements, but structured planning and iterative development help speed up delivery.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Q4_Can_I_Build_a_Chatbot_Without_Coding\"><\/span>Q4. Can I Build a Chatbot Without Coding?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">Yes. In 2026, low-code and no-code platforms allow non-technical users to create functional chatbots. Tools like Dialogflow, ManyChat, and Microsoft Power Virtual Agents provide visual builders, templates, and AI-powered automation, enabling businesses to deploy chatbots quickly without deep programming knowledge.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Q5_What_Are_The_Must-Have_Features_for_Chatbots\"><\/span>Q5. What Are The Must-Have Features for Chatbots?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">Key features to develop a chatbot from scratch include: AI-powered natural language understanding, 24\/7 availability, personalized responses, multi-platform integration, proactive notifications, analytics tracking, secure data handling, and seamless escalation to human agents when needed.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Building a chatbot from scratch is no longer the preserve of tech giants; it\u2019s an exciting opportunity for startups, enterprises, and creators alike. With rapid advances in AI, natural language processing, and cloud computing, chatbots have evolved from simple rule-based responders into intelligent digital assistants that can understand context, learn from interactions, and deliver human-like conversations. Whether you want to&#8230;<\/p>\n","protected":false},"author":1,"featured_media":17152,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4285],"tags":[4310,136,4316,4315,4317,4297,4313,4311,4312,4293,4314],"class_list":["post-17144","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-chatbot-development","tag-build-a-chatbot-from-scratch","tag-chatbot-development","tag-chatbot-development-from-scratch","tag-cost-to-build-a-chatbot","tag-cost-to-create-a-chatbot","tag-cost-to-develop-a-chatbot","tag-create-a-chatbot","tag-develop-a-chatbot","tag-develop-a-chatbot-from-scratch","tag-enterprise-chatbot-development","tag-make-a-chatbot-application"],"acf":[],"_links":{"self":[{"href":"https:\/\/devtechnosys.ae\/blog\/wp-json\/wp\/v2\/posts\/17144","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devtechnosys.ae\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devtechnosys.ae\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devtechnosys.ae\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devtechnosys.ae\/blog\/wp-json\/wp\/v2\/comments?post=17144"}],"version-history":[{"count":15,"href":"https:\/\/devtechnosys.ae\/blog\/wp-json\/wp\/v2\/posts\/17144\/revisions"}],"predecessor-version":[{"id":20609,"href":"https:\/\/devtechnosys.ae\/blog\/wp-json\/wp\/v2\/posts\/17144\/revisions\/20609"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/devtechnosys.ae\/blog\/wp-json\/wp\/v2\/media\/17152"}],"wp:attachment":[{"href":"https:\/\/devtechnosys.ae\/blog\/wp-json\/wp\/v2\/media?parent=17144"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devtechnosys.ae\/blog\/wp-json\/wp\/v2\/categories?post=17144"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devtechnosys.ae\/blog\/wp-json\/wp\/v2\/tags?post=17144"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}