{"id":24524,"date":"2025-05-06T13:02:24","date_gmt":"2025-05-06T13:02:24","guid":{"rendered":"https:\/\/northbaysolutions.com\/case-studies\/getir-enhances-multi-language-support-and-efficiency-using-ai-chatbot-built-on-aws\/"},"modified":"2025-10-22T10:13:57","modified_gmt":"2025-10-22T10:13:57","slug":"getir-enhances-multi-language-support-and-efficiency-using-ai-chatbot-built-on-aws","status":"publish","type":"post","link":"https:\/\/northbaysolutions.com\/case-studies\/getir-enhances-multi-language-support-and-efficiency-using-ai-chatbot-built-on-aws\/","title":{"rendered":"Getir Enhances Multi-Language Support and Efficiency Using AI Chatbot Built on AWS"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:0px;--awb-padding-right:0px;--awb-padding-bottom:0px;--awb-padding-left:0px;--awb-margin-bottom:60px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1310.4px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-center fusion-content-layout-row\"><div class=\"fusion-image-element \" style=\"--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-1 hover-type-none\" style=\"border-radius:10px;\"><img loading=\"lazy\" decoding=\"async\" width=\"1500\" height=\"928\" alt=\"AI Chatbot Built on AWS\" title=\"AI Chatbot Built on AWS\" src=\"https:\/\/northbaysolutions.com\/wp-content\/uploads\/2025\/05\/AI-Chatbot-Built-on-AWS.jpg\" class=\"img-responsive wp-image-24528\" srcset=\"https:\/\/northbaysolutions.com\/wp-content\/uploads\/2025\/05\/AI-Chatbot-Built-on-AWS-200x124.jpg 200w, https:\/\/northbaysolutions.com\/wp-content\/uploads\/2025\/05\/AI-Chatbot-Built-on-AWS-400x247.jpg 400w, https:\/\/northbaysolutions.com\/wp-content\/uploads\/2025\/05\/AI-Chatbot-Built-on-AWS-600x371.jpg 600w, https:\/\/northbaysolutions.com\/wp-content\/uploads\/2025\/05\/AI-Chatbot-Built-on-AWS-800x495.jpg 800w, https:\/\/northbaysolutions.com\/wp-content\/uploads\/2025\/05\/AI-Chatbot-Built-on-AWS-1200x742.jpg 1200w, https:\/\/northbaysolutions.com\/wp-content\/uploads\/2025\/05\/AI-Chatbot-Built-on-AWS.jpg 1500w\" sizes=\"auto, (max-width: 640px) 100vw, 1500px\" \/><\/span><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:0px;--awb-padding-right:0px;--awb-padding-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1310.4px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:33px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-margin-top-medium:20px;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-margin-top-small:20px;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1 fusion-text-no-margin\" style=\"--awb-font-size:28px;--awb-text-transform:none;--awb-text-color:#033aa0;--awb-margin-bottom:40px;\"><p class=\"vc_custom_heading b_heading first_heading\"><strong>Meet Our Customer<\/strong><\/p>\n<\/div><div class=\"fusion-text fusion-text-2 fusion-text-no-margin\" style=\"--awb-text-transform:none;--awb-margin-bottom:0px;\"><p style=\"text-align: justify;\">Founded in 2015, <a href=\"https:\/\/getir.com\/us\/\" target=\"_blank\" rel=\"noopener noreferrer\">Getir<\/a> is a trailblazer in ultra-fast delivery services, offering groceries and restaurant meals on-demand through its intuitive mobile app. As a leader in the convenience economy, Getir rapidly scaled its operations, expanding both its customer base and geographic reach.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"width:104% !important;max-width:104% !important;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-0 fusion_builder_column_inner_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-3 fusion-text-no-margin text-style\" style=\"--awb-font-size:28px;--awb-text-transform:none;--awb-text-color:#033aa0;--awb-margin-bottom:50px;\"><p><strong>The Challenge<\/strong><\/p>\n<\/div><div class=\"fusion-text fusion-text-4 fusion-text-no-margin\" style=\"--awb-text-transform:none;--awb-margin-bottom:50px;\"><p>Getir's rapid expansion created the need to scale customer support operations quickly. The growing complexity and volume of customer queries\u2014ranging from order statuses to product issues\u2014required support agents to handle diverse inquiries across various languages. This led to inefficiencies, longer wait times, and increased operational costs.<\/p>\n<p>Getir initially developed a basic chatbot that offered conversation summarization and tagging, but as the company expanded, this solution proved inadequate for addressing its evolving support needs. Getir turned to NorthBay\u2019s expertise to implement an advanced, AI-driven system based on Retrieval-Augmented Generation (RAG) to streamline operations and enhance customer service.<\/p>\n<\/div><\/div><\/div><\/div><div class=\"fusion-text fusion-text-5 fusion-text-no-margin\" style=\"--awb-font-size:28px;--awb-text-transform:none;--awb-text-color:#033aa0;--awb-margin-bottom:50px;\"><p><strong>Vision<\/strong><\/p>\n<\/div><div class=\"fusion-text fusion-text-6 fusion-text-no-margin\" style=\"--awb-text-transform:none;--awb-margin-bottom:50px;\"><p style=\"text-align: left;\">Getir envisioned a customer support experience transformed by AI-driven technology. Their goal was to reduce the burden on human agents by using advanced bots that could automatically summarize chat conversations and generate assistive scripts, empowering agents to deliver faster, more accurate responses while maintaining high-quality support.<\/p>\n<\/div><div class=\"fusion-text fusion-text-7 fusion-text-no-margin\" style=\"--awb-font-size:28px;--awb-text-transform:none;--awb-text-color:#033aa0;--awb-margin-bottom:50px;\"><p><strong>Solution<\/strong><\/p>\n<\/div><div class=\"fusion-text fusion-text-8 fusion-text-no-margin\" style=\"--awb-text-transform:none;--awb-margin-bottom:50px;\"><p>NorthBay developed and deployed a sophisticated AI-driven customer support solution tailored to meet Getir\u2019s needs. The solution centered on a RAG-based chatbot system that leveraged advanced natural language processing and retrieval capabilities to:<\/p>\n<ul>\n<li>Improve operational efficiency by automating routine support tasks.<\/li>\n<li>Enhance customer satisfaction by reducing response times and offering more accurate solutions.<\/li>\n<li>Provide scalable, multi-lingual support to assist Getir\u2019s expanding global customer base.<\/li>\n<\/ul>\n<p>The chatbot not only assisted in customer interactions but also acted as a real-time support tool for agents, automatically summarizing chats and providing relevant information for complex cases. This allowed agents to handle more inquiries while maintaining high service quality.<\/p>\n<\/div><div class=\"fusion-text fusion-text-9 fusion-text-no-margin\" style=\"--awb-font-size:28px;--awb-text-transform:none;--awb-text-color:#033aa0;--awb-margin-bottom:50px;\"><p><strong>AWS Services<\/strong><\/p>\n<\/div><div class=\"fusion-text fusion-text-10 fusion-text-no-margin\" style=\"--awb-text-transform:none;\"><p>The project heavily utilized <a href=\"\/aws-services\/\">AWS services<\/a> to ensure scalability and efficiency:<\/p>\n<\/div><div class=\"fusion-text fusion-text-11 fusion-text-no-margin awsServices\" style=\"--awb-text-transform:none;--awb-margin-bottom:30px;\"><a href=\"\/aws-services\/?s=&wcf_taxonomy%5B672cd032789c0%5D=case-studies&wcf_meta_field%5B6728a4a68c221%5D=Amazon Bedrock&wcf_meta_field%5B6728bd1548af4%5D=Case%20Studies&form_id=26570&post_types=post&posts_per_page=12\">Amazon Bedrock<\/a>, <a href=\"\/aws-services\/?s=&wcf_taxonomy%5B672cd032789c0%5D=case-studies&wcf_meta_field%5B6728a4a68c221%5D=Amazon RDS&wcf_meta_field%5B6728bd1548af4%5D=Case%20Studies&form_id=26570&post_types=post&posts_per_page=12\">Amazon RDS<\/a>, <a href=\"\/aws-services\/?s=&wcf_taxonomy%5B672cd032789c0%5D=case-studies&wcf_meta_field%5B6728a4a68c221%5D=Amazon CloudFront&wcf_meta_field%5B6728bd1548af4%5D=Case%20Studies&form_id=26570&post_types=post&posts_per_page=12\">Amazon CloudFront<\/a>, <a href=\"\/aws-services\/?s=&wcf_taxonomy%5B672cd032789c0%5D=case-studies&wcf_meta_field%5B6728a4a68c221%5D=Amazon CloudWatch&wcf_meta_field%5B6728bd1548af4%5D=Case%20Studies&form_id=26570&post_types=post&posts_per_page=12\">Amazon CloudWatch<\/a>, <a href=\"\/aws-services\/?s=&wcf_taxonomy%5B672cd032789c0%5D=case-studies&wcf_meta_field%5B6728a4a68c221%5D=AWS CloudTrail&wcf_meta_field%5B6728bd1548af4%5D=Case%20Studies&form_id=26570&post_types=post&posts_per_page=12\">AWS CloudTrail<\/a>, <a href=\"\/aws-services\/?s=&wcf_taxonomy%5B672cd032789c0%5D=case-studies&wcf_meta_field%5B6728a4a68c221%5D=Amazon GuardDuty&wcf_meta_field%5B6728bd1548af4%5D=Case%20Studies&form_id=26570&post_types=post&posts_per_page=12\">Amazon GuardDuty<\/a>, <a href=\"\/aws-services\/?s=&wcf_taxonomy%5B672cd032789c0%5D=case-studies&wcf_meta_field%5B6728a4a68c221%5D=AWS WAF&wcf_meta_field%5B6728bd1548af4%5D=Case%20Studies&form_id=26570&post_types=post&posts_per_page=12\">AWS WAF<\/a>, <a href=\"\/aws-services\/?s=&wcf_taxonomy%5B672cd032789c0%5D=case-studies&wcf_meta_field%5B6728a4a68c221%5D=AWS Batch&wcf_meta_field%5B6728bd1548af4%5D=Case%20Studies&form_id=26570&post_types=post&posts_per_page=12\">AWS Batch<\/a>, <a href=\"\/aws-services\/?s=&wcf_taxonomy%5B672cd032789c0%5D=case-studies&wcf_meta_field%5B6728a4a68c221%5D=Amazon S3&wcf_meta_field%5B6728bd1548af4%5D=Case%20Studies&form_id=26570&post_types=post&posts_per_page=12\">Amazon S3<\/a>\n<\/div><ul class=\"services\"><\/ul>\n\n<script>\njQuery( document ).ready(function($) {\n\n   $(\".awsServices\").append(\n'<ul class=\"services\"><\/ul>');\n  \n $('.awsServices a').each(function() {\n    var text = $(this).text();\n    $('<li\/>')\n        .append($('<a \/>', {text: text, href:'https:\/\/northbaysolutions.com\/aws-services\/?s=&wcf_taxonomy%5B672cd032789c0%5D=case-studies&wcf_meta_field%5B6728a4a68c221%5D='+text+'&wcf_meta_field%5B6728bd1548af4%5D=Case%20Studies&form_id=26570&post_types=post&posts_per_page=12'}))\n        .appendTo('ul.services');\n}); \n \n});\n\n\n\n<\/script><div class=\"fusion-text fusion-text-12 fusion-text-no-margin\" style=\"--awb-font-size:28px;--awb-text-transform:none;--awb-text-color:#033aa0;--awb-margin-top:30px;--awb-margin-bottom:50px;\"><p><strong>Benefits<\/strong><\/p>\n<\/div><div class=\"fusion-text fusion-text-13 fusion-text-no-margin\" style=\"--awb-text-transform:none;--awb-margin-bottom:50px;\"><p><b style=\"color: var(--awb-color6);\">Improved customer service KPIs:<\/b><\/p>\n<p>The <a href=\"https:\/\/aws.amazon.com\/marketplace\/pp\/prodview-xwpbnjzbrpti4?sr=0-5&amp;ref_=beagle&amp;applicationId=AWSMPContessa\" target=\"_blank\" rel=\"noopener noreferrer\">AI-driven chatbot<\/a> system helped Getir significantly improve key performance indicators such as first response time, resolution time, and customer feedback scores. By automating routine inquiries and offering faster responses, Getir was able to address customer needs more efficiently, leading to better overall service performance.<\/p>\n<p><b style=\"color: var(--awb-color6);\">Elevated customer satisfaction:<\/b><\/p>\n<p>With consistent and accurate support, customers experienced quicker resolutions and more personalized interactions, regardless of the language or complexity of the issue. This improved satisfaction, leading to higher retention rates and positive feedback.<\/p>\n<p><b style=\"color: var(--awb-color6);\">Increased operational efficiency:<\/b><\/p>\n<p>By streamlining support workflows, the AI-enhanced chatbot allowed support agents to focus on more complex cases. Automation reduced the time spent on repetitive tasks, enabling agents to handle higher volumes of tickets without compromising quality.<\/p>\n<p><b style=\"color: var(--awb-color6);\">Reduced operational costs:<\/b><\/p>\n<p>AI-assisted operations reduced the need for additional human resources in the customer support center. Automated responses, chat summarization, and agent assistance minimized the manual workload, lowering staffing costs and increasing overall cost efficiency.<\/p>\n<p><b style=\"color: var(--awb-color6);\">Multi-language support:<\/b><\/p>\n<p>The scalable, AI-powered system provided seamless support across multiple languages, enabling Getir to serve a diverse, global customer base without the need for a large, multi-lingual support team. This feature was vital as Getir expanded into new markets.<\/p>\n<\/div><div class=\"fusion-text fusion-text-14 fusion-text-no-margin\" style=\"--awb-font-size:28px;--awb-text-transform:none;--awb-text-color:#033aa0;--awb-margin-bottom:50px;\"><p><strong>Next Steps<\/strong><\/p>\n<\/div><div class=\"fusion-text fusion-text-15 fusion-text-no-margin\" style=\"--awb-text-transform:none;--awb-margin-bottom:50px;\"><p>As part of an ongoing commitment to innovation, NorthBay will continue to collaborate with Getir to productionize additional enhancements to the chatbot system, ensuring it remains at the cutting edge of customer support technology.<\/p>\n<\/div><div style=\"text-align:center;\"><a class=\"fusion-button button-flat fusion-button-default-size button-default fusion-button-default button-1 fusion-button-default-span fusion-button-default-type download-btn\" style=\"--button_text_transform:uppercase;--button_margin-top:40px;\" target=\"_self\" href=\"#\" data-toggle=\"modal\" data-target=\".fusion-modal.IBL\"><i class=\"fa-arrow-down fas awb-button__icon awb-button__icon--default button-icon-left\" aria-hidden=\"true\"><\/i><span class=\"fusion-button-text awb-button__text awb-button__text--default\">Download this case study in pdf format<\/span><\/a><\/div><div class=\"fusion-modal modal fade modal-1 IBL modal-style\" tabindex=\"-1\" role=\"dialog\" aria-labelledby=\"modal-heading-1\" aria-hidden=\"true\" style=\"--awb-border-color:#e2e2e2;--awb-background:#ffffff;\"><div class=\"modal-dialog modal-lg\" role=\"document\"><div class=\"modal-content fusion-modal-content\"><div class=\"modal-header\"><button class=\"close\" type=\"button\" data-dismiss=\"modal\" aria-hidden=\"true\" aria-label=\"Close\">&times;<\/button><h3 class=\"modal-title\" id=\"modal-heading-1\" data-dismiss=\"modal\" aria-hidden=\"true\">Download Case Study<\/h3><\/div><div class=\"modal-body fusion-clearfix\">\n<p>Getir Enhances Multi-Language Support and Efficiency Using AI Chatbot Built on AWS<\/p>\n\t\t<script src=\"https:\/\/www.google.com\/recaptcha\/api.js\" async defer><\/script>\t\t<div class=\"email_download_link\">\n\t\t\t\t\t\t<!--<form action=\"#\" method=\"post\" class=\"ed_form\" id=\"ed_form_\">-->\n\t\t\t<form action=\"#\" method=\"post\" class=\"ed_form\" id=\"New_Subscription_Opt_In\">\n\t\t\t\t<p><span class=\"name\">Name *<\/span><input type=\"text\" name=\"name\" id=\"name\" placeholder=\"First Name\" value=\"\" maxlength=\"50\" required\/><\/p>\t\t\t\t<p><span class=\"phone\">Last Name<\/span><input type=\"text\" name=\"last_name\" id=\"phone\" placeholder=\"Last Name\" value=\"\" maxlength=\"20\" \/><\/p>\t\t\t\t<p><span class=\"email\">Email *<\/span><input class=\"\" type=\"email\" id=\"email\" name=\"email\" value=\"\" placeholder=\"Email *\"  maxlength=\"225\" required\/><\/p>\t\t\t\t\t\t\t\t\t\t\t\t<p><div class=\"g-recaptcha\" data-sitekey=\"6LdFsBIrAAAAAElYSdO-ekxcPtKk7K6F4GkPKY-I\"><\/div><\/p>\t\t\t\t<br \/>\n\t\t\t\t<input 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