{"id":13269,"date":"2024-09-04T17:29:00","date_gmt":"2024-09-04T16:29:00","guid":{"rendered":"https:\/\/dev.gsma.com\/solutions-and-impact\/connectivity-for-good\/external-affairs\/?page_id=13269"},"modified":"2025-11-18T09:43:22","modified_gmt":"2025-11-18T09:43:22","slug":"technical-controls","status":"publish","type":"page","link":"https:\/\/www.gsma.com\/solutions-and-impact\/connectivity-for-good\/external-affairs\/aiforimpact\/responsible-ai\/technical-controls\/","title":{"rendered":"Technical Controls"},"content":{"rendered":"\n<div class=\"wp-block-gsma-main-page-hero hero_block gsma-load-hidden  half-width\">\n<div class=\"wp-block-cover is-light hero_container\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim-0 has-background-dim\"><\/span><img loading=\"lazy\" decoding=\"async\" width=\"1242\" height=\"900\" class=\"wp-block-cover__image-background wp-image-14356\" alt=\"\" src=\"https:\/\/www.gsma.com\/solutions-and-impact\/connectivity-for-good\/external-affairs\/wp-content\/uploads\/2024\/09\/Rectangle-3433.jpg\" data-object-fit=\"cover\" srcset=\"https:\/\/www.gsma.com\/solutions-and-impact\/connectivity-for-good\/external-affairs\/wp-content\/uploads\/2024\/09\/Rectangle-3433.jpg 1242w, https:\/\/www.gsma.com\/solutions-and-impact\/connectivity-for-good\/external-affairs\/wp-content\/uploads\/2024\/09\/Rectangle-3433-300x217.jpg 300w, https:\/\/www.gsma.com\/solutions-and-impact\/connectivity-for-good\/external-affairs\/wp-content\/uploads\/2024\/09\/Rectangle-3433-1024x742.jpg 1024w, https:\/\/www.gsma.com\/solutions-and-impact\/connectivity-for-good\/external-affairs\/wp-content\/uploads\/2024\/09\/Rectangle-3433-768x557.jpg 768w\" sizes=\"(max-width: 1242px) 100vw, 1242px\" \/><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<h1 class=\"wp-block-heading hero_title\" id=\"h-technical-controls\">Technical Controls<\/h1>\n\n\n\n<p class=\"hero_sub-title\">Strengthen technical risk management (with models, data, technology) to identify, monitor and mitigate risks, ensuring alignment with regulations and organisational risk appetite<\/p>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group sub-nav is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"wp-block-group__inner-container\">\n<div class=\"wp-block-columns anchor-point is-layout-flex wp-container-core-columns-layout-1 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<ul>\n<li class=\"has-small-font-size\"><a href=\"https:\/\/www.gsma.com\/solutions-and-impact\/connectivity-for-good\/external-affairs\/\">Home<\/a><\/li>\n\n\n\n<li class=\"has-small-font-size\"><a href=\"https:\/\/www.gsma.com\/solutions-and-impact\/connectivity-for-good\/external-affairs\/aiforimpact\/responsible-ai\/why-is-responsible-ai-important\/\">Why is Responsible AI Important?<\/a><\/li>\n\n\n\n<li class=\"has-small-font-size\"><a href=\"https:\/\/www.gsma.com\/solutions-and-impact\/connectivity-for-good\/external-affairs\/aiforimpact\/responsible-ai\/take-the-assessment\/\" target=\"_blank\" rel=\"noreferrer noopener\">Take the Organisational Assessment<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-layout-2 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"wp-block-group__inner-container\">\n<div style=\"height:70px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading pb-0\" id=\"h-technical-controls-sub-dimensions\">Technical Controls sub-dimensions<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-3-1-data-management\" style=\"font-size:32px\">3.1 Data management<\/h3>\n\n\n\n<p>Ensure the use of quality, trustworthy data that underpins decision-making (e.g., minimise malicious use and security threats through consideration of sensitive variables within the data such as race or ethnicity).<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-gsma-accordion accordion_block gsma-load-hidden faq\">\n<p class=\"accordion_question\">Examples of evidence<\/p>\n\n\n\n<div class=\"wp-block-group accordion_answer_container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"wp-block-group__inner-container\">\n<p class=\"pb-0\"><strong>Reports\/guidelines on data quality checks and validation processes<\/strong><br>\u2028Requirement for Evolving level<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-gsma-light-grey-color has-alpha-channel-opacity has-gsma-light-grey-background-color has-background text-grey\"\/>\n\n\n\n<p class=\"pb-0\">Documentation (e.g., reports, guidelines, SOPs) outlining data quality objectives (DQOs) and procedures for verifying and validating data<\/p>\n<\/div><\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-layout-3 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"wp-block-group__inner-container\">\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-3-2-model-risk-management\" style=\"font-size:32px\">3.2 Model risk management<\/h3>\n\n\n\n<p>Establish model risk management practices to address risk issues (e.g., for inaccurate output, model drift, algorithmic bias).<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-gsma-accordion accordion_block gsma-load-hidden faq\">\n<p class=\"accordion_question\">Examples of evidence<\/p>\n\n\n\n<div class=\"wp-block-group accordion_answer_container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"wp-block-group__inner-container\">\n<p class=\"pb-0\"><strong>Model risk management practices\u2028<\/strong><br>Requirement for Evolving level<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-gsma-light-grey-color has-alpha-channel-opacity has-gsma-light-grey-background-color has-background text-grey\"\/>\n\n\n\n<p class=\"pb-0\">Clear policies and procedures for model development, validation, implementation, and monitoring<\/p>\n<\/div><\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-layout-4 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"wp-block-group__inner-container\">\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-3-3-control-environment-incl-technical-guardrails\" style=\"font-size:32px\">3.3 Control environment (incl. technical guardrails)<\/h3>\n\n\n\n<p>Develop a control environment with technical guardrails and controls to ensure compliance with applicable regulations (e.g., EU AI Act).<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-gsma-accordion accordion_block gsma-load-hidden faq\">\n<p class=\"accordion_question\">Examples of evidence<\/p>\n\n\n\n<div class=\"wp-block-group accordion_answer_container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"wp-block-group__inner-container\">\n<p class=\"pb-0\"><strong>Library of controls\u2028<\/strong><br>Requirement for Evolving level<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-gsma-light-grey-color has-alpha-channel-opacity has-gsma-light-grey-background-color has-background text-grey\"\/>\n\n\n\n<p class=\"pb-0\">Collection of documented controls (e.g., technical, procedural, cultural) that can mitigate different AI risks<\/p>\n<\/div><\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-layout-5 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"wp-block-group__inner-container\">\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-3-4-monitoring-and-incident-response\" style=\"font-size:32px\">3.4 Monitoring and incident response<\/h3>\n\n\n\n<p>Monitoring of KRIs (in real-time, as required) for oversight and improvement of AI systems once deployed, along with incident response plans to manage and respond to failures in AI systems.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-gsma-accordion accordion_block gsma-load-hidden faq\">\n<p class=\"accordion_question\">Examples of evidence<\/p>\n\n\n\n<div class=\"wp-block-group accordion_answer_container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"wp-block-group__inner-container\">\n<p class=\"pb-0\"><strong>Incident response plans\u2028<\/strong><br>Requirement for Evolving level<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-gsma-light-grey-color has-alpha-channel-opacity has-gsma-light-grey-background-color has-background text-grey\"\/>\n\n\n\n<p class=\"pb-0\">Documented plan outlining procedures for containing, mitigating, and recovering from AI incidents<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group accordion_answer_container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"wp-block-group__inner-container\">\n<p class=\"pb-0\"><strong>Monitoring dashboard and\/or logs<\/strong><br>\u2028Requirement for Advanced level<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-gsma-light-grey-color has-alpha-channel-opacity has-gsma-light-grey-background-color has-background text-grey\"\/>\n\n\n\n<p class=\"pb-0\">System that displays data streams (logs) or visualisations (dashboard) to track KRIs and potential AI risks, in real-time if applicable<\/p>\n<\/div><\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-layout-6 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns with-colour is-layout-flex wp-container-core-columns-layout-7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\" id=\"h-step-by-step-guide\">Step-By-Step<br>Guide<\/h2>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>This guide outlines the steps companies can take to establish a foundational level of RAI maturity and offers practical recommendations on how to progress towards higher levels of maturity across the five dimensions.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><a href=\"https:\/\/www.gsma.com\/solutions-and-impact\/connectivity-for-good\/external-affairs\/wp-content\/uploads\/2024\/09\/GSMA-ai4i_Step-by-Step-Guide_v7.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Download<\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\" id=\"h-best-practice-tools\">Best Practice<br>Tools<\/h2>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>In this guide, you will find supporting tools and recommendations to help companies progress on the GSMA Responsible AI Maturity Roadmap. Developed by mobile operators, each example covers a specific sub-dimension required to operate at the highest level of maturity.&nbsp;<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><a href=\"https:\/\/www.gsma.com\/solutions-and-impact\/connectivity-for-good\/external-affairs\/wp-content\/uploads\/2024\/09\/GSMA-ai4i_Best-Practice-Tools_v7.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Download<\/a><\/p>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:80px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-gsma-banner-img-bg-1-col banner_img-bg-1-col_block\">\n<div class=\"wp-block-cover is-light banner_img-bg-1-col_container gsma-load-hidden\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim-0 has-background-dim\"><\/span><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"608\" class=\"wp-block-cover__image-background wp-image-14357\" alt=\"\" src=\"https:\/\/www.gsma.com\/solutions-and-impact\/connectivity-for-good\/external-affairs\/wp-content\/uploads\/2024\/09\/Rectangle-3416-1-scaled.jpg\" data-object-fit=\"cover\" srcset=\"https:\/\/www.gsma.com\/solutions-and-impact\/connectivity-for-good\/external-affairs\/wp-content\/uploads\/2024\/09\/Rectangle-3416-1-scaled.jpg 2560w, https:\/\/www.gsma.com\/solutions-and-impact\/connectivity-for-good\/external-affairs\/wp-content\/uploads\/2024\/09\/Rectangle-3416-1-300x71.jpg 300w, https:\/\/www.gsma.com\/solutions-and-impact\/connectivity-for-good\/external-affairs\/wp-content\/uploads\/2024\/09\/Rectangle-3416-1-1024x243.jpg 1024w, https:\/\/www.gsma.com\/solutions-and-impact\/connectivity-for-good\/external-affairs\/wp-content\/uploads\/2024\/09\/Rectangle-3416-1-768x182.jpg 768w, https:\/\/www.gsma.com\/solutions-and-impact\/connectivity-for-good\/external-affairs\/wp-content\/uploads\/2024\/09\/Rectangle-3416-1-1536x365.jpg 1536w, https:\/\/www.gsma.com\/solutions-and-impact\/connectivity-for-good\/external-affairs\/wp-content\/uploads\/2024\/09\/Rectangle-3416-1-2048x486.jpg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<h2 class=\"wp-block-heading banner_img-bg-1-col_title\" id=\"h-learn-more-about-the-next-dimension\">Learn more about the next Dimension<\/h2>\n\n\n\n<div class=\"wp-block-button banner_img-bg-1-col_button-contained\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.gsma.com\/solutions-and-impact\/connectivity-for-good\/external-affairs\/aiforimpact\/responsible-ai\/third-party-ecosystem\/\">Third-party Ecosystem<\/a><\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<div style=\"height:80px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Technical Controls sub-dimensions 3.1 Data management Ensure the use of quality, trustworthy data that underpins decision-making (e.g., minimise malicious use and security threats through consideration of sensitive variables within the data such as race or ethnicity). 3.2 Model risk management Establish model risk management practices to address risk issues (e.g., for inaccurate output, model drift, [&hellip;]<\/p>\n","protected":false},"author":35,"featured_media":0,"parent":13245,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_oasis_is_in_workflow":0,"_oasis_original":0,"_oasis_task_priority":"","footnotes":""},"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v23.3 (Yoast SEO v23.5) - 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