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class=\u0022tab-content-block\u0022\u003E\n                      \u003Cdiv class=\u0022tab-subtitle green-july-text\u0022\u003ESummary\u003C\/div\u003E\n                      \u003Cdiv class=\u0022p-14 insead-grey-dec-text\u0022\u003E\n                        \u003Cp\u003E\n                          \u003Cp\u003EIn an age where digital experiences hinge on fast, flawless visuals across countless devices, Cloudinary has emerged as a category-defining software-as-a-service (SaaS) solution for AI-driven image and video optimization. Founded in 2012, the company tackles a universal pain point: how to deliver the right image, perfectly formatted for every screen\u2014without manual intervention. The product, Cloudinary Image, leverages AI tools such as automatic cropping and intelligent resizing to streamline media delivery for developers, marketers and creatives.\u003Cbr \/\u003E\nStudents consider the challenges of image optimization in the era of AI as the case goes through the history and growth of Cloudinary. A supplementary technical coding exercise provides them with hands-on experience of building a simplified version of an automatic cropping tool based on a deep learning model for saliency detection. The two parts enrich discussion of AI-enabled product innovation, the role of deep learning in real-world applications, and the trade-offs in deploying such systems at scale.\u003C\/p\u003E\n\u003Cp\u003EThe authors acknowledge the support of Amit Golan, SVP of Emerging Business at Cloudinary and INSEAD MBA 2009, Ilia Tstelin, Professor of Decisions Sciences at INSEAD, and Yaron Vaxman, Senior Director of Deep Learning at Cloudinary.\u003C\/p\u003E\n\n                        \u003C\/p\u003E\n                      \u003C\/div\u003E\n                    \u003C\/div\u003E\n                  \n                  \n                                      \u003Cdiv class=\u0022tab-content-block\u0022\u003E\n                      \u003Cdiv class=\u0022tab-subtitle green-july-text\u0022\u003ETeaching objectives\u003C\/div\u003E\n                      \u003Cdiv class=\u0022p-14 insead-grey-dec-text\u0022\u003E\n                        \u003Cp\u003E\n                          \u003Cp\u003EThe case narrative and the technical coding exercise provide the flexibility to teach a variety of topics related to AI in the context of image optimization. They are structured in layers \u2013 drawing a parallel with the multi-layered deep neural networks underlying modern AI \u2013 to allow the instructor to go as deep and technical as the audience requires.  The primary learning objective is to emphasize the role of deep learning in the overall AI value creation business model and understand how AI can be used to solve real-world business problems at scale.\u003Cbr \/\u003E\nThe case has been successfully taught in MBA and master\u2019s in management (MIM) electives. \u003C\/p\u003E\n\n                        \u003C\/p\u003E\n                      \u003C\/div\u003E\n                    \u003C\/div\u003E\n                  \n                                      \u003Cdiv class=\u0022keyword-content-block\u0022\u003E\n                      \u003Cdiv class=\u0022tab-subtitle green-july-text\u0022\u003EKeywords\u003C\/div\u003E\n                      \u003Cdiv class=\u0022p-14 insead-grey-dec-text\u0022\u003E\n                        \u003Cul class=\u0022individual-page-keywords\u0022\u003E\n                                                      \u003Cli\u003E\n                              Deep learning\n                            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\u003C\/li\u003E\n                                                      \u003Cli\u003E\n                              SDG9 Industry, Innovation and Infrastructure\n                            \u003C\/li\u003E\n                                                      \u003Cli\u003E\n                              Q32025\n                            \u003C\/li\u003E\n                                                  \u003C\/ul\u003E\n                      \u003C\/div\u003E\n                    \u003C\/div\u003E\n                  \n                \u003C\/div\u003E\n                                  \u003Cdiv id=\u0022microsite-164846\u0022 class=\u0022tab-pane fade\u0022\u003E\n                    Loading please wait.\n                  \u003C\/div\u003E\n                              \u003C\/div\u003E\n                        \u003C\/div\u003E\n\n\n        \u003C\/div\u003E\n\n\n      \u003C\/div\u003E\n      \u003Cdiv class=\u0022col-lg-4 col-md-4 insead-white individual-right-sidebar\u0022\u003E\n\n        \n        \u003Cdiv class=\u0022sidebar-block\u0022\u003E\n          \u003Cspan class=\u0022sidebar-heading\u0022\u003E\n                          About the Author(s)\n                      \u003C\/span\u003E\n          \u003Chr\u003E\n                      \u003Cdiv class=\u0022sidebar-block-body\u0022\u003E\n              \u003Cdiv class=\u0022author-image-wrapper\u0022\u003E\n                                  \u003Cimg src=\u0022\/sites\/publishing\/files\/Antoine-Desir-12705_32.jpg\u0022 alt=\u0022Desir\u0022 class=\u0022rounded-circle\u0022\/\u003E\n                              \u003C\/div\u003E\n              \u003Cdiv class=\u0022sidebar-content\u0022\u003E\n                \u003Cdiv class=\u0022sidebar-sub-title green-july-text\u0022\u003E\n                  \u003Ch4\u003E\n                    \u003Ca href=\u0022\/author\/antoine-desir\u0022 class=\u0022green-july-text\u0022 target=\u0022_blank\u0022\u003E\n                      Antoine\u0026nbsp;Desir\n                    \u003C\/a\u003E\n                  \u003C\/h4\u003E\n                \u003C\/div\u003E\n                \u003Cdiv class=\u0022sidebar-sub-content green-december-dark-text author-designation\u0022\u003E\n                  Associate Professor of Technology and Operations Management\n                \u003C\/div\u003E\n              \u003C\/div\u003E\n            \u003C\/div\u003E\n                      \u003Cdiv class=\u0022sidebar-block-body\u0022\u003E\n              \u003Cdiv class=\u0022author-image-wrapper\u0022\u003E\n                                  \u003Cimg src=\u0022\/sites\/publishing\/files\/Anton%20S.-Ovchinnikov-13009_69.jpg\u0022 alt=\u0022Ovchinnikov\u0022 class=\u0022rounded-circle\u0022\/\u003E\n                              \u003C\/div\u003E\n              \u003Cdiv class=\u0022sidebar-content\u0022\u003E\n                \u003Cdiv class=\u0022sidebar-sub-title green-july-text\u0022\u003E\n                  \u003Ch4\u003E\n                    \u003Ca href=\u0022\/author\/anton-s-ovchinnikov\u0022 class=\u0022green-july-text\u0022 target=\u0022_blank\u0022\u003E\n                      Anton S.\u0026nbsp;Ovchinnikov\n                    \u003C\/a\u003E\n                  \u003C\/h4\u003E\n                \u003C\/div\u003E\n                \u003Cdiv class=\u0022sidebar-sub-content green-december-dark-text author-designation\u0022\u003E\n                  Associate Professor of Decision Sciences\n                \u003C\/div\u003E\n              \u003C\/div\u003E\n            \u003C\/div\u003E\n                  \u003C\/div\u003E\n\n      \u003C\/div\u003E\n    \u003C\/div\u003E\n  \u003C\/div\u003E\n\u003C\/div\u003E\n\n","settings":null}]