{"id":279,"date":"2025-09-09T19:29:05","date_gmt":"2025-09-09T19:29:05","guid":{"rendered":"https:\/\/staging.temper.digital\/temper-digital\/?post_type=work&#038;p=279"},"modified":"2025-09-23T05:11:38","modified_gmt":"2025-09-23T05:11:38","slug":"unlocking-three-years-of-digital-twin-insights-through-ai-powered-search","status":"publish","type":"work","link":"https:\/\/staging.temper.digital\/temper-digital\/work\/unlocking-three-years-of-digital-twin-insights-through-ai-powered-search\/","title":{"rendered":"Unlocking three years of expert Digital Twin insights with AI-powered search"},"content":{"rendered":"    \n<div class=\"wp-block-temper-blocks-new-row temper-row columns-1 content-width-none layout-equal\" data-columns=\"1\"><div class=\"temper-row__inner is-layout-grid wp-container-temper-blocks-new-row-is-layout-478b6e6b wp-block-row-is-layout-grid\"><div class=\"wp-block-temper-blocks-new-column temper-column\">\n    \n\n<p class=\"has-source-serif-font-family has-step-1-font-size\"><em>We partnered with the Digital Twin Hub community to design and launch the Gemini AI Search, a conversational, AI-driven tool that unlocks over three years of Gemini Call content.<\/em><\/p>\n\n\n\n<p class=\"has-source-serif-font-family has-step-1-font-size\"><em>Trained on 138 sessions and featuring 74 leading digital twin experts, it makes deep knowledge discoverable and accessible to practitioners across the ecosystem.<\/em><\/p>\n\n\n<\/div>\n<\/div><\/div>\n\n\n\n\n<figure class=\"wp-block-image alignwide size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"2289\" height=\"1430\" src=\"https:\/\/temper-new.s3.amazonaws.com\/uploads\/2025\/09\/aisearch.png\" alt=\"\" class=\"wp-image-280\" srcset=\"https:\/\/temper-new.s3.amazonaws.com\/uploads\/2025\/09\/aisearch.png 2289w, https:\/\/temper-new.s3.amazonaws.com\/uploads\/2025\/09\/aisearch-300x187.png 300w, https:\/\/temper-new.s3.amazonaws.com\/uploads\/2025\/09\/aisearch-1024x640.png 1024w, https:\/\/temper-new.s3.amazonaws.com\/uploads\/2025\/09\/aisearch-768x480.png 768w, https:\/\/temper-new.s3.amazonaws.com\/uploads\/2025\/09\/aisearch-1536x960.png 1536w, https:\/\/temper-new.s3.amazonaws.com\/uploads\/2025\/09\/aisearch-2048x1279.png 2048w\" sizes=\"auto, (max-width: 2289px) 100vw, 2289px\" \/><\/figure>\n\n\n    \n<div class=\"wp-block-temper-blocks-new-row temper-row columns-1 content-width-none layout-equal wp-block-temper-blocks-row\" data-columns=\"1\"><div class=\"temper-row__inner is-layout-grid wp-container-temper-blocks-new-row-is-layout-478b6e6b wp-block-row-is-layout-grid\"><div class=\"wp-block-temper-blocks-new-column temper-column\">\n    \n\n<h2 class=\"wp-block-heading\" style=\"border-bottom-color:var(--wp--preset--color--black);border-bottom-width:1px;padding-bottom:var(--wp--preset--spacing--xs)\">Context and challenge<\/h2>\n\n\n\n<p>The Gemini Call is a weekly Digital Twin Hub event that shares updates, insights, and best practices from digital twin professionals through presentations and Q&amp;A.\u2028\u2028<\/p>\n\n\n\n<p>Over time, this has resulted in a rich but hard-to-navigate knowledge base of 138 Gemini Calls featuring 74 expert speakers.\u2028\u2028<\/p>\n\n\n\n<p>Finding specific insights buried within hours of video content and discussions was impractical for most community members. The platform needed a way to turn long form video archives into instantly accessible expertise.<\/p>\n\n\n<\/div>\n<\/div><\/div>\n\n\n\n    \n<div class=\"wp-block-temper-blocks-new-row temper-row columns-1 content-width-none layout-equal\" data-columns=\"1\"><div class=\"temper-row__inner is-layout-grid wp-container-temper-blocks-new-row-is-layout-478b6e6b wp-block-row-is-layout-grid\"><div class=\"wp-block-temper-blocks-new-column temper-column\">\n    \n\n<h2 class=\"wp-block-heading\" style=\"border-bottom-color:var(--wp--preset--color--black);border-bottom-width:1px;padding-bottom:var(--wp--preset--spacing--xs)\">Our approach<\/h2>\n\n\n\n<p>We designed and implemented the Gemini AI Search. A conversational (chat GPT like) AI search interface that allows community members to ask natural-language questions and surface relevant commentary, topics, and knowledge from the archive.<\/p>\n\n\n\n<p>Key features:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Trained on three years of Gemini Call content, spanning presentations, discussions, and Q&amp;A across 138 sessions and 74 experts.<\/li>\n\n\n\n<li>Interactive, conversational UX so users can ask questions like \u201cWhat is the Gemini Reference Architecture?\u201d or \u201cHow are digital twins used in traffic control?\u201d and instantly receive contextual answers.<\/li>\n\n\n\n<li>Seamless integration within the DT Hub platform as a dedicated Gemini AI Search page, making advanced insights accessible via simple queries.<\/li>\n<\/ul>\n\n\n<\/div>\n<\/div><\/div>\n\n\n\n    \n<div class=\"wp-block-temper-blocks-new-row temper-row columns-1 content-width-none layout-equal\" data-columns=\"1\"><div class=\"temper-row__inner is-layout-grid wp-container-temper-blocks-new-row-is-layout-478b6e6b wp-block-row-is-layout-grid\"><div class=\"wp-block-temper-blocks-new-column temper-column\">\n    \n\n<h2 class=\"wp-block-heading\" style=\"border-bottom-color:var(--wp--preset--color--black);border-bottom-width:1px;padding-bottom:var(--wp--preset--spacing--xs)\">Impact<\/h2>\n\n\n\n<p>The Gemini AI Search isn\u2019t just a search bar. It amplifies collective learning, making three years\u2019 worth of expert presentations and dialogue accessible on demand.<\/p>\n\n\n<\/div>\n<\/div><\/div>\n\n\n\n\n<div class=\"wp-block-temper-blocks-new-stat-grid temper-stat-grid\">\n<div class=\"temper-stat\">\n    <h4 class=\"temper-stat__title\"><strong>138 Gemini Calls<\/strong><\/h4>\n    <p class=\"temper-stat__description\">AI-trained across weekly sessions spanning presentations and expert Q&amp;A.<\/p>\n<\/div>\n\n\n\n<div class=\"temper-stat\">\n    <h4 class=\"temper-stat__title\"><strong><strong>74 digital twin experts<\/strong><\/strong><\/h4>\n    <p class=\"temper-stat__description\">Presenters whose insights are now searchable.<\/p>\n<\/div>\n<\/div>\n\n\n\n\n<div class=\"wp-block-temper-blocks-new-stat-grid temper-stat-grid\">\n<div class=\"temper-stat\">\n    <h4 class=\"temper-stat__title\"><strong><strong>Instant, conversational search<\/strong><\/strong><\/h4>\n    <p class=\"temper-stat__description\">Users can query video-based knowledge without scanning transcripts.<\/p>\n<\/div>\n\n\n\n<div class=\"temper-stat\">\n    <h4 class=\"temper-stat__title\"><strong><strong><strong>Knowledge democratised<\/strong><\/strong><\/strong><\/h4>\n    <p class=\"temper-stat__description\">Makes deep, video-based insight discoverable by all community members.<\/p>\n<\/div>\n<\/div>\n\n\n\n    \n<div class=\"wp-block-temper-blocks-new-row temper-row columns-1 content-width-none layout-equal\" data-columns=\"1\"><div class=\"temper-row__inner is-layout-grid wp-container-temper-blocks-new-row-is-layout-478b6e6b wp-block-row-is-layout-grid\"><div class=\"wp-block-temper-blocks-new-column temper-column\">\n    \n\n<p><strong>By embedding AI into the DT Hub, we\u2019ve made collective expertise discoverable, strengthened the Hub\u2019s role as a knowledge community, and amplified its mission of shared learning.<\/strong>  <\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><a style=\"font-weight: bold;\" href=\"https:\/\/temper.digital\/temper-digital\/contact\/\" data-type=\"page\" data-id=\"34\">Get in touch<\/a><b> if you would like to discuss how AI search can create valuable <\/b><strong style=\"font-weight: bold;\">knowledge<\/strong> <strong>driven<\/strong> <strong>experiences for your customers.<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<\/div>\n<\/div><\/div>\n\n\n\n\n\n<div class=\"temper-further-reading\">\n    <div class=\"temper-further-reading__inner alignwide\">\n\n                    <h2 class=\"further-reading__title\">Innovation community showcase<\/h2>\n                <div class=\"temper-further-reading__list\">\n                            <div class=\"temper-further-reading-post\">\n                    <article class=\"temper-further-reading__item\" id=\"tease-304\">\n                        <a href=\"https:\/\/staging.temper.digital\/temper-digital\/work\/sustaining-dfts-funding-impact-through-a-community-of-innovators\/\">\n                            <h2 class=\"title\">Extending the DfT\u2019s funding impact: The TRIG Community Platform <\/h2>\n                            <div class=\"item-arrow\">\n                                <svg class=\"arrow-circle\" width=\"40\" height=\"40\" viewBox=\"0 0 40 40\">\n                                    <circle\n                                        cx=\"20\"\n                                        cy=\"20\"\n                                        r=\"18\"\n                                        fill=\"none\"\n                                        stroke=\"currentColor\"\n                                        stroke-width=\"2\"\n                                        stroke-dasharray=\"113\"\n                                        stroke-dashoffset=\"113\"\n                                        transform=\"rotate(-90 20 20)\"\n                                    \/>\n                                <\/svg>\n                                <svg class={'arrow-icon'} width=\"32\" height=\"18\" viewBox=\"0 0 32 18\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                    <path d=\"M25 10H7C6.44 10 6 9.56 6 9C6 8.44 6.44 8 7 8H25C25.56 8 26 8.44 26 9C26 9.56 25.56 10 25 10Z\" fill=\"black\"\/>\n                                    <path d=\"M20 17C19.8688 17.0016 19.7388 16.9757 19.6183 16.924C19.4977 16.8724 19.3893 16.796 19.3 16.7C18.9 16.3 18.9 15.68 19.3 15.28L25.6 8.97996L19.3 2.67996C18.9 2.27996 18.9 1.65996 19.3 1.25996C19.7 0.859961 20.32 0.859961 20.72 1.25996L27.72 8.25996C28.12 8.65996 28.12 9.27996 27.72 9.67996L20.72 16.68C20.52 16.88 20.26 16.98 20.02 16.98L20 17Z\" fill=\"black\"\/>\n                                <\/svg>\n                            <\/div>\n                        <\/a>\n                    <\/article>\n                <\/div>\n                            <div class=\"temper-further-reading-post\">\n                    <article class=\"temper-further-reading__item\" id=\"tease-271\">\n                        <a href=\"https:\/\/staging.temper.digital\/temper-digital\/work\/connecting-6000-members-in-a-knowledge-driven-innovation-community\/\">\n                            <h2 class=\"title\">The Digital Twin Hub: Connecting 6,000+ members in a specialist innovation community <\/h2>\n                            <div class=\"item-arrow\">\n                                <svg class=\"arrow-circle\" width=\"40\" height=\"40\" viewBox=\"0 0 40 40\">\n                                    <circle\n                                        cx=\"20\"\n                                        cy=\"20\"\n                                        r=\"18\"\n                                        fill=\"none\"\n                                        stroke=\"currentColor\"\n                                        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