{"id":15869,"date":"2024-06-11T09:40:20","date_gmt":"2024-06-11T16:40:20","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=15869"},"modified":"2025-06-13T16:36:52","modified_gmt":"2025-06-13T23:36:52","slug":"adaptive-applications-unlock-ai-innovation","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/","title":{"rendered":"How Adaptive Applications Unlock Innovation in a New AI Age"},"content":{"rendered":"

We stand on the verge of a generative AI (GenAI) revolution. Some 98% of organizations have specific GenAI goals for 2024 \u2014 accounting for nearly a third of digital modernization spend last year and in 2024, according to new research<\/a> from Couchbase. According to our survey, CIOs are excited by the prospect of productivity enhancements, rapid prototyping and customer experience (CX) improvements, among many other touted benefits. But can existing IT infrastructure support large-scale AI projects?<\/p>\n

The answer for many CIOs is \u201cno.\u201d To usher in a new age of GenAI-powered adaptive applications<\/a>, organizations must first modernize their data management strategies to gain control over the high-speed data analytics and processing that AI increasingly demands.<\/p>\n

A Limit to Growth<\/h2>\n

Our research indicates the average investment in digital modernization per organization was $28 million in 2023, set to grow 27% to exceed $35 million this year. Yet technology, resource and organizational buy-in remain key barriers. We calculate that, on average, organizations waste $4 million annually on failed, scaled back or delayed projects. Nearly two-thirds (63%) have suffered delays of longer than three months due to IT modernization issues.<\/p>\n

When it comes to GenAI, even just a few months could be the difference between long-term business success and failure. Enterprises need to increase productivity by more than a third each year just to remain competitive. They can\u2019t afford projects to fail or be delayed.<\/p>\n

The challenge<\/a> is that most organizations are not set up to support the kind of next-gen adaptive AI apps that will transform user experience through hyper-personalization and real-time updates. They don\u2019t have the necessary security and privacy guardrails in place. They can\u2019t deliver the low latency needed for rapid data access, sharing and usage. And they don\u2019t have multipurpose databases that help to reduce<\/a> GenAI hallucinations<\/a> by creating a single pool of trustworthy data to interact with external models.<\/p>\n

they want to drive GenAI success. This will require them to set realistic goals and expectations for what the technology can do to get senior leaders on board and give projects the best chance of success.<\/p>\n

Speed is also critical. Sharing and accessing data must happen rapidly for peak performance. If not, apps will serve up outdated information, and there\u2019ll be a bigger risk of hallucinations. Security and privacy are also crucial: CIOs need to prevent inadvertent exposure of sensitive intellectual property. Finally, it\u2019s vital not to forget the end users of the technology. Employees must be trained to ensure optimal and safe use of GenAI.<\/p>\n

Maintaining and improving GenAI capability without reducing investment in other areas will be a challenge. But it can be done. Focusing on data architecture is a good place to start. It\u2019s notable that over half (54%) of enterprises admit that they currently don\u2019t have all the elements in place to ensure an all-encompassing GenAI-ready data strategy. There are multiple aspects to consider.<\/p>\n

Organizations first need control over where the data is stored, who has access and how it is used so that it can\u2019t be accessed or used inappropriately. They will also need specialized tools and procedures in place to prevent proprietary data and customer information from being exposed outside the organization. Developers should be given clear and detailed best practice advice to use data safely and effectively.<\/p>\n

Next, consider the data architecture itself. As discussed, it\u2019s vital that any system can support real-time GenAI applications by ensuring data can be accessed, shared and used with minimal latency. A high-performance database that can manage unstructured data at high speed will prevent GenAI from being limited in how it queries data. This will also support near real-time data<\/a>\u00a0analytics \u2014 another vital requirement for GenAI to provide accurate answers to its users. Only 18% of enterprises have a vector database that can store, manage and index vector data efficiently, but this would also help improve GenAI performance.<\/p>\n

However, it\u2019s worth remembering that GenAI often requires different levels of data processing. So IT infrastructure must be able to scale to meet immediate demands without incurring unnecessary spending. Finally, consider the challenge of hallucinations. Organizations should consolidate their database architecture to prevent AI applications from accessing \u2014 and becoming confused by \u2014 multiple versions of data. Less than a third (31%) of enterprises have made this investment.<\/p>\n

It\u2019s Time to Create<\/h2>\n

With these pieces in place, organizations can think seriously about creating GenAI-powered adaptive applications. These are apps that perform a single task but use AI to intelligently, dynamically and automatically adapt to changing circumstances and their users\u2019 particular preferences. A booking app may regularly update based on real-time travel information, events and a user\u2019s history to suggest journeys and personalized deals, for example.<\/p>\n

We estimate that half (46%) of businesses will lose customers and 36% will hemorrhage staff to rivals if the applications they deliver no longer meet expectations. With these expectations rising all the time, businesses can\u2019t afford to stand still. They must deliver the kind of hyper-personalized and contextualized experiences these users demand, or risk an existential threat to their business.<\/p>\n

It Starts With Data<\/h2>\n

Getting there won\u2019t be easy. But there are database technologies out there right now to support these ambitions. These multipurpose platforms offer control over data storage and access, can manage structured and unstructured data at high speed, scale on demand, and support technologies like vector-based search<\/a> and real-time analytics. They also support edge computing<\/a> for high-speed data sharing and access<\/a> and enhanced security.<\/p>\n

Rather than the single-function databases of old, they offer everything an organization needs to support their push for adaptive applications. The future is just around the corner.<\/p>\n

Learn more about how Couchbase vector search at the edge<\/a> and real-time analytics with Couchbase columnar<\/a> can help organizations develop a new class of AI-powered adaptive applications<\/a> that engage customers in a hyper-personalized, contextualized way.<\/p>\n","protected":false},"excerpt":{"rendered":"

We stand on the verge of a generative AI (GenAI) revolution. Some 98% of organizations have specific GenAI goals for 2024 \u2014 accounting for nearly a third of digital modernization spend last year and in 2024, according to new research […]<\/p>\n","protected":false},"author":75185,"featured_media":15870,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[1814,10122,9973,9937],"tags":[9908],"ppma_author":[9163],"class_list":["post-15869","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-application-design","category-artificial-intelligence-ai","category-generative-ai-genai","category-vector-search","tag-adaptive-applications"],"acf":[],"yoast_head":"\nHow Adaptive Applications Unlock Innovation in a New AI Age - The Couchbase Blog<\/title>\n<meta name=\"description\" content=\"Adaptive apps use AI to intelligently, dynamically and automatically adapt to changing circumstances and users\u2019 preferences.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How Adaptive Applications Unlock Innovation in a New AI Age\" \/>\n<meta property=\"og:description\" content=\"Adaptive apps use AI to intelligently, dynamically and automatically adapt to changing circumstances and users\u2019 preferences.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/\" \/>\n<meta property=\"og:site_name\" content=\"The Couchbase Blog\" \/>\n<meta property=\"article:published_time\" content=\"2024-06-11T16:40:20+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-06-13T23:36:52+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/06\/new-day-for-adapative-apps-ai.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"628\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Tyler Mitchell - Senior Product Marketing Manager\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@1tylermitchell\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Tyler Mitchell - Senior Product Marketing Manager\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/\"},\"author\":{\"name\":\"Tyler Mitchell - Senior Product Marketing Manager\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/#\/schema\/person\/684cc0e5c60cd2e4b591db9621494ed0\"},\"headline\":\"How Adaptive Applications Unlock Innovation in a New AI Age\",\"datePublished\":\"2024-06-11T16:40:20+00:00\",\"dateModified\":\"2025-06-13T23:36:52+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/\"},\"wordCount\":974,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/06\/new-day-for-adapative-apps-ai.jpg\",\"keywords\":[\"Adaptive Applications\"],\"articleSection\":[\"Application Design\",\"Artificial Intelligence (AI)\",\"Generative AI (GenAI)\",\"Vector Search\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/\",\"url\":\"https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/\",\"name\":\"How Adaptive Applications Unlock Innovation in a New AI Age - The Couchbase Blog\",\"isPartOf\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/06\/new-day-for-adapative-apps-ai.jpg\",\"datePublished\":\"2024-06-11T16:40:20+00:00\",\"dateModified\":\"2025-06-13T23:36:52+00:00\",\"description\":\"Adaptive apps use AI to intelligently, dynamically and automatically adapt to changing circumstances and users\u2019 preferences.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/#primaryimage\",\"url\":\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/06\/new-day-for-adapative-apps-ai.jpg\",\"contentUrl\":\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/06\/new-day-for-adapative-apps-ai.jpg\",\"width\":1200,\"height\":628,\"caption\":\"new-day-for-adaptive-apps-ai\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.couchbase.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"How Adaptive Applications Unlock Innovation in a New AI Age\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/#website\",\"url\":\"https:\/\/www.couchbase.com\/blog\/\",\"name\":\"The Couchbase Blog\",\"description\":\"Couchbase, the NoSQL Database\",\"publisher\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.couchbase.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/#organization\",\"name\":\"The Couchbase Blog\",\"url\":\"https:\/\/www.couchbase.com\/blog\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2023\/04\/admin-logo.png\",\"contentUrl\":\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2023\/04\/admin-logo.png\",\"width\":218,\"height\":34,\"caption\":\"The Couchbase Blog\"},\"image\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/#\/schema\/person\/684cc0e5c60cd2e4b591db9621494ed0\",\"name\":\"Tyler Mitchell - Senior Product Marketing Manager\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/#\/schema\/person\/image\/d8a7c532bf2b94b7a2fe7a8439aafd75\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/ebec3213e756f2e1f7118fcb5722e2cd1484c9256ae34ceb8f77054b986f21ce?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/ebec3213e756f2e1f7118fcb5722e2cd1484c9256ae34ceb8f77054b986f21ce?s=96&d=mm&r=g\",\"caption\":\"Tyler Mitchell - Senior Product Marketing Manager\"},\"description\":\"Works as Senior Product Marketing Manager at Couchbase, helping bring knowledge about products into the public limelight while also supporting our field teams with valuable content. His personal passion is all things geospatial, having worked in GIS for half his career. Now AI and Vector Search is top of mind.\",\"sameAs\":[\"https:\/\/linkedin.com\/in\/tylermitchell\",\"https:\/\/x.com\/1tylermitchell\",\"https:\/\/www.youtube.com\/channel\/UCBZFuoiTcg0f3lGSQwLjeTg\"],\"url\":\"https:\/\/www.couchbase.com\/blog\/author\/tylermitchell\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"How Adaptive Applications Unlock Innovation in a New AI Age - The Couchbase Blog","description":"Adaptive apps use AI to intelligently, dynamically and automatically adapt to changing circumstances and users\u2019 preferences.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/","og_locale":"en_US","og_type":"article","og_title":"How Adaptive Applications Unlock Innovation in a New AI Age","og_description":"Adaptive apps use AI to intelligently, dynamically and automatically adapt to changing circumstances and users\u2019 preferences.","og_url":"https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/","og_site_name":"The Couchbase Blog","article_published_time":"2024-06-11T16:40:20+00:00","article_modified_time":"2025-06-13T23:36:52+00:00","og_image":[{"width":1200,"height":628,"url":"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/06\/new-day-for-adapative-apps-ai.jpg","type":"image\/jpeg"}],"author":"Tyler Mitchell - Senior Product Marketing Manager","twitter_card":"summary_large_image","twitter_creator":"@1tylermitchell","twitter_misc":{"Written by":"Tyler Mitchell - Senior Product Marketing Manager","Est. reading time":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/#article","isPartOf":{"@id":"https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/"},"author":{"name":"Tyler Mitchell - Senior Product Marketing Manager","@id":"https:\/\/www.couchbase.com\/blog\/#\/schema\/person\/684cc0e5c60cd2e4b591db9621494ed0"},"headline":"How Adaptive Applications Unlock Innovation in a New AI Age","datePublished":"2024-06-11T16:40:20+00:00","dateModified":"2025-06-13T23:36:52+00:00","mainEntityOfPage":{"@id":"https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/"},"wordCount":974,"commentCount":0,"publisher":{"@id":"https:\/\/www.couchbase.com\/blog\/#organization"},"image":{"@id":"https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/#primaryimage"},"thumbnailUrl":"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/06\/new-day-for-adapative-apps-ai.jpg","keywords":["Adaptive Applications"],"articleSection":["Application Design","Artificial Intelligence (AI)","Generative AI (GenAI)","Vector Search"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/","url":"https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/","name":"How Adaptive Applications Unlock Innovation in a New AI Age - The Couchbase Blog","isPartOf":{"@id":"https:\/\/www.couchbase.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/#primaryimage"},"image":{"@id":"https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/#primaryimage"},"thumbnailUrl":"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/06\/new-day-for-adapative-apps-ai.jpg","datePublished":"2024-06-11T16:40:20+00:00","dateModified":"2025-06-13T23:36:52+00:00","description":"Adaptive apps use AI to intelligently, dynamically and automatically adapt to changing circumstances and users\u2019 preferences.","breadcrumb":{"@id":"https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/#primaryimage","url":"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/06\/new-day-for-adapative-apps-ai.jpg","contentUrl":"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/06\/new-day-for-adapative-apps-ai.jpg","width":1200,"height":628,"caption":"new-day-for-adaptive-apps-ai"},{"@type":"BreadcrumbList","@id":"https:\/\/www.couchbase.com\/blog\/adaptive-applications-unlock-ai-innovation\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.couchbase.com\/blog\/"},{"@type":"ListItem","position":2,"name":"How Adaptive Applications Unlock Innovation in a New AI Age"}]},{"@type":"WebSite","@id":"https:\/\/www.couchbase.com\/blog\/#website","url":"https:\/\/www.couchbase.com\/blog\/","name":"The Couchbase Blog","description":"Couchbase, the NoSQL Database","publisher":{"@id":"https:\/\/www.couchbase.com\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.couchbase.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.couchbase.com\/blog\/#organization","name":"The Couchbase Blog","url":"https:\/\/www.couchbase.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.couchbase.com\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2023\/04\/admin-logo.png","contentUrl":"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2023\/04\/admin-logo.png","width":218,"height":34,"caption":"The Couchbase Blog"},"image":{"@id":"https:\/\/www.couchbase.com\/blog\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/www.couchbase.com\/blog\/#\/schema\/person\/684cc0e5c60cd2e4b591db9621494ed0","name":"Tyler Mitchell - Senior Product Marketing Manager","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.couchbase.com\/blog\/#\/schema\/person\/image\/d8a7c532bf2b94b7a2fe7a8439aafd75","url":"https:\/\/secure.gravatar.com\/avatar\/ebec3213e756f2e1f7118fcb5722e2cd1484c9256ae34ceb8f77054b986f21ce?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/ebec3213e756f2e1f7118fcb5722e2cd1484c9256ae34ceb8f77054b986f21ce?s=96&d=mm&r=g","caption":"Tyler Mitchell - Senior Product Marketing Manager"},"description":"Works as Senior Product Marketing Manager at Couchbase, helping bring knowledge about products into the public limelight while also supporting our field teams with valuable content. His personal passion is all things geospatial, having worked in GIS for half his career. Now AI and Vector Search is top of mind.","sameAs":["https:\/\/linkedin.com\/in\/tylermitchell","https:\/\/x.com\/1tylermitchell","https:\/\/www.youtube.com\/channel\/UCBZFuoiTcg0f3lGSQwLjeTg"],"url":"https:\/\/www.couchbase.com\/blog\/author\/tylermitchell\/"}]}},"authors":[{"term_id":9163,"user_id":75185,"is_guest":0,"slug":"tylermitchell","display_name":"Tyler Mitchell - Senior Product Marketing Manager","avatar_url":"https:\/\/secure.gravatar.com\/avatar\/876da1e4284f1832c871b3514caf7867357744b8c0a370ef6f53a79dee2f379e?s=96&d=mm&r=g","author_category":"","last_name":"Mitchell - Senior Product Marketing Manager","first_name":"Tyler","job_title":"Senior Product Marketing Manager","user_url":"","description":"Works as Senior Product Marketing Manager at Couchbase, helping bring knowledge about products into the public limelight while also supporting our field teams with valuable content. His personal passion is all things geospatial, having worked in GIS for half his career. Now AI and Vector Search is top of mind."}],"_links":{"self":[{"href":"https:\/\/www.couchbase.com\/blog\/wp-json\/wp\/v2\/posts\/15869","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.couchbase.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.couchbase.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.couchbase.com\/blog\/wp-json\/wp\/v2\/users\/75185"}],"replies":[{"embeddable":true,"href":"https:\/\/www.couchbase.com\/blog\/wp-json\/wp\/v2\/comments?post=15869"}],"version-history":[{"count":0,"href":"https:\/\/www.couchbase.com\/blog\/wp-json\/wp\/v2\/posts\/15869\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.couchbase.com\/blog\/wp-json\/wp\/v2\/media\/15870"}],"wp:attachment":[{"href":"https:\/\/www.couchbase.com\/blog\/wp-json\/wp\/v2\/media?parent=15869"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.couchbase.com\/blog\/wp-json\/wp\/v2\/categories?post=15869"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.couchbase.com\/blog\/wp-json\/wp\/v2\/tags?post=15869"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.couchbase.com\/blog\/wp-json\/wp\/v2\/ppma_author?post=15869"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}