{"id":24483,"date":"2023-07-31T14:45:32","date_gmt":"2023-07-31T12:45:32","guid":{"rendered":"http:\/\/staging.uqido.com\/?post_type=insights-uqido&p=24483"},"modified":"2023-07-31T14:51:56","modified_gmt":"2023-07-31T12:51:56","slug":"design-your-ai-software","status":"publish","type":"insights-uqido","link":"https:\/\/staging.uqido.com\/en\/insights\/design-your-ai-software\/","title":{"rendered":"How to Design AI Algorithms?"},"content":{"rendered":"

[vc_row][vc_column][vc_column_text]At Uqido, we develop AI algorithms<\/strong> that respond to specific business objectives<\/strong>.<\/p>\n

For instance, if a company needs to automate its product quality control system<\/strong>, we can create an algorithm capable of analyzing product images and determining whether they meet the standards. Alternatively, if a company needs to scale its operations or infrastructure<\/strong>, we can develop an algorithm that uses mathematical and physical models to meet the demand.<\/p>\n

To achieve such outcomes, the role of the Design process is delicate and indispensable<\/strong>.<\/p>\n

\"\"<\/p>\n

 <\/p>\n

What is the contribution of Design in AI software?<\/h2>\n

For an AI algorithm<\/strong> to function, it is necessary to define in great detail the desired outcomes<\/strong> it should achieve and how it should operate<\/strong>.
\nAs we mentioned in the previous chapter – Define your AI Software<\/a>:<\/p>\n

“The foundations of an AI project must be solid, extensive, and based on a clear vision of what you want to achieve in the future. The clearer our starting points, the better the system we will create.”<\/p>\n

The role of Design<\/strong> is crucial as it questions the client to gather essential information about the algorithm to develop<\/strong>.[\/vc_column_text][\/vc_column][\/vc_row][vc_row full_width=”stretch_row” content_placement=”middle” el_class=”mb-0 mb-md-1 mb-lg-2 mb-xl-3 mt-2 mt-md-4 mt-lg-6 mt-xl-8″ css=”.vc_custom_1651843607034{padding-top: 66px !important;padding-bottom: 100px !important;background-color: #223240 !important;}”][vc_column][vc_column_text css=”.vc_custom_1651588932042{background-color: #223240 !important;}”]<\/p>\n

Curious about it?<\/div>\n

[\/vc_column_text][vc_btn title=”GET IN TOUCH” shape=”square” link=”url:https%3A%2F%2Fstaging.uqido.com%2Fen%2Fcontact-us%2F|” el_class=”button”][\/vc_column][\/vc_row][vc_row][vc_column][vc_column_text]<\/p>\n

With the right questions, we design effective AI systems<\/h2>\n

To create an AI algorithm<\/strong>, it is essential to meet two conditions:<\/p>\n

    \n
  • Focus on the objectives that the algorithm must achieve,<\/li>\n
  • Define precisely how the algorithm should operate.<\/li>\n<\/ul>\n

    Clarifying Objectives<\/h3>\n

    When we manage a project involving the use and implementation of an AI algorithm<\/strong>, the first step is to guide the client to identify the objectives the algorithm must pursue. A clear vision of the desired outcome is crucial because we are the only one enabling the machines to lead us in the right direction. In other words, it is our duty to instruct the system on what to do<\/strong> and how to do it<\/strong>.<\/p>\n

    \"\"<\/p>\n

    The Design<\/strong> phase is, therefore, focused on bringing clarity<\/strong>. It implies investigating the client’s context<\/strong>, exploring their needs<\/strong>, and, most importantly, understanding the resources they have<\/strong> at their disposal.<\/p>\n

    Defining expectations, outcomes, and desires is always the most challenging activity.<\/p>\n

    Focusing on the process<\/h3>\n

    In Artificial Intelligence projects, we have to design the process that will bring the algorithm to achieve the results<\/strong>. In other words, we must know what logic<\/strong> it needs to learn, which data<\/strong> it must analyze, and what parameters<\/strong> it should consider.<\/p>\n

    \"\"<\/p>\n

    Answering these questions allows us to precisely define how the algorithm will process inputs<\/strong>, transforming them into the desired outputs<\/strong>.
    \nSince we clarified the objectives, it will be easier to identify which data is required for the machine to achieve the intended results.<\/p>\n

    However, it is essential to remember that the selection of data<\/strong>, such as the definition of how the algorithm should transform them into outputs, is guided by means of quality and quantity<\/strong>. In other words, the more relevant data we provide to the algorithm, the better the generated answer will be<\/strong>.<\/p>\n

    The Design<\/strong> team lays the foundations for an Artificial Intelligence software<\/strong>. Afterward, we move on to the development phase, where the Dev team implements and trains the algorithm to manipulate the given data.[\/vc_column_text][\/vc_column][\/vc_row][vc_row full_width=”stretch_row” content_placement=”middle” el_class=”mb-0 mb-md-1 mb-lg-2 mb-xl-3 mt-2 mt-md-4 mt-lg-6 mt-xl-8″ css=”.vc_custom_1651843607034{padding-top: 66px !important;padding-bottom: 100px !important;background-color: #223240 !important;}”][vc_column][vc_column_text css=”.vc_custom_1683535764295{background-color: #223240 !important;}”]<\/p>\n

    Let’s get your idea checked!<\/div>\n

    [\/vc_column_text][vc_btn title=”CONTACT US” shape=”square” link=”url:https%3A%2F%2Fstaging.uqido.com%2Fen%2Fcontact-us%2F|” el_class=”button”][\/vc_column][\/vc_row]<\/p>\n<\/section>","protected":false},"excerpt":{"rendered":"

    To Design AI Algorithms, we need to study the customer’s context, his\/her business objectives, and the process that the software will follow to achieve them.<\/p>\n","protected":false},"featured_media":25345,"template":"","meta":{"_acf_changed":false,"content-type":"","_wp_applaud_exclude":false,"_links_to":"","_links_to_target":""},"units-uqido":[89],"class_list":["post-24483","insights-uqido","type-insights-uqido","status-publish","has-post-thumbnail","hentry","units-uqido-cv-trend"],"acf":[],"yoast_head":"\nDesign your AI Software<\/title>\n<meta name=\"description\" content=\"Designing Artificial Intelligence algorithms is a delicate process that balances business objectives and desired outcomes.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/staging.uqido.com\/en\/insights\/design-your-ai-software\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" 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