{"id":637,"date":"2026-01-16T13:58:41","date_gmt":"2026-01-16T13:58:41","guid":{"rendered":"https:\/\/research.dblue.it\/jarvis\/?p=637"},"modified":"2026-01-16T13:58:41","modified_gmt":"2026-01-16T13:58:41","slug":"atc-jarvis-conflict-resolution-advisor","status":"publish","type":"post","link":"https:\/\/research.dblue.it\/jarvis\/2026\/01\/16\/atc-jarvis-conflict-resolution-advisor\/","title":{"rendered":"Smart ATC support: the JARVIS conflict resolution advisor"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-bottom:0px;--awb-margin-bottom:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><p><span style=\"font-family: 'Titillium Web'; letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\"><b><a href=\"https:\/\/research.dblue.it\/jarvis\/about-jarvis-project\/\" target=\"_blank\" rel=\"noopener noreferrer\">JARVIS (Just a Rather Very Intellig<\/a><a href=\"https:\/\/research.dblue.it\/jarvis\/about-jarvis-project\/\" target=\"_blank\" rel=\"noopener noreferrer\">ent System)<\/a><\/b> is an EU-funded project focused on developing three artificial intelligence-based digital assistants (DAs) designed to work alongside human counterparts to ensure safer and more efficient operations in air traffic management (ATM).<br \/>\n<\/span><span style=\"font-weight: 400; font-family: 'Titillium Web';\" data-fusion-font=\"true\" data-fusion-google-font=\"Titillium Web\" data-fusion-google-variant=\"400\">The <\/span><b style=\"font-family: 'Titillium Web'; font-weight: 400;\" data-fusion-font=\"true\" data-fusion-google-font=\"Titillium Web\" data-fusion-google-variant=\"400\">Air Traffic Control DA<\/b><span style=\"font-weight: 400; font-family: 'Titillium Web';\" data-fusion-font=\"true\" data-fusion-google-font=\"Titillium Web\" data-fusion-google-variant=\"400\"> (ATC-DA) is designed to assist controllers across various operations. One of the key features developed in this context is the <\/span><b style=\"font-family: 'Titillium Web'; font-weight: 400;\" data-fusion-font=\"true\" data-fusion-google-font=\"Titillium Web\" data-fusion-google-variant=\"400\">Conflict Resolution Advisor (CORA)<\/b><span style=\"font-weight: 400; font-family: 'Titillium Web';\" data-fusion-font=\"true\" data-fusion-google-font=\"Titillium Web\" data-fusion-google-variant=\"400\">. This tool is currently undergoing validation by <\/span><b style=\"font-family: 'Titillium Web'; font-weight: 400;\" data-fusion-font=\"true\" data-fusion-google-font=\"Titillium Web\" data-fusion-google-variant=\"400\">ENAC<\/b><span style=\"font-family: 'Titillium Web'; font-weight: 400;\" data-fusion-font=\"true\" data-fusion-google-font=\"Titillium Web\" data-fusion-google-variant=\"400\"> and <\/span><b style=\"font-family: 'Titillium Web'; font-weight: 400;\" data-fusion-font=\"true\" data-fusion-google-font=\"Titillium Web\" data-fusion-google-variant=\"400\">ENAV,<\/b><span style=\"font-family: 'Titillium Web'; font-weight: 400;\" data-fusion-font=\"true\" data-fusion-google-font=\"Titillium Web\" data-fusion-google-variant=\"400\"> with completion scheduled for the end of February 2026.<\/span><\/p>\n<p style=\"font-family: 'Titillium Web';\" data-fusion-font=\"true\" data-fusion-google-font=\"Titillium Web\" data-fusion-google-variant=\"400\"><span style=\"font-weight: 400;\">In March 2025, the <a href=\"https:\/\/www.linkedin.com\/school\/ecole-nationale-de-l-aviation-civile\/\" target=\"_blank\" rel=\"noopener noreferrer\" data-cmp-vendor=\"60\">Ecole Nationale de l\u2019Aviation Civile<\/a> (ENAC) executed and led <\/span><b>the first validation<\/b>, providing air traffic management expertise, the validation protocol and analysis, and the human resources (ATCOs) for the data collection and the exercise itself. Airbus DS, supported the validation by providing the simulation environment, including the component under test: the ATC-DA CORA (Conflict Resolution Assistant).<\/p>\n<h4 style=\"font-family: 'Titillium Web';\">Inside the simulation: testing CORA<\/h4>\n<p style=\"font-family: 'Titillium Web';\" data-fusion-font=\"true\" data-fusion-google-font=\"Titillium Web\" data-fusion-google-variant=\"400\"><span style=\"font-weight: 400;\">In this exercise, ENAC and Airbus DS developed an <\/span><b>AI algorithm designed to propose conflict resolutions during the tactical phase<\/b>, moving from <a style=\"font-weight: 400;\" href=\"https:\/\/research.dblue.it\/jarvis\/2025\/10\/17\/jarvis-building-a-certification-path-for-ai-enabled-digital-assistants\/\" target=\"_blank\" rel=\"noopener noreferrer\">EASA automation level<\/a> 1B towards 2A.<br \/>\n<span style=\"font-weight: 400; letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">Upon detecting a conflict between flights, the feature proposes a set of up to three resolution options. These options are ranked by the AI component based on ATCO preferences, having been trained on historical controller data. <\/span><span style=\"font-weight: 400; letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">The simulation relied on the TESLA prototype developed by Airbus DS. The architecture consisted of a stand-alone platform fed by an external simulation engine, working in conjunction with a pseudo-pilot module named GENETICS.<\/span><\/p>\n<p style=\"font-family: 'Titillium Web';\" data-fusion-font=\"true\" data-fusion-google-font=\"Titillium Web\" data-fusion-google-variant=\"400\">The systems developed by Airbus DS included:<br \/>\n<span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">\u2022 <b>TESLA<\/b>: Main component implementing advanced ground services.<br \/>\n<\/span><span style=\"font-weight: 400; letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">\u2022 <\/span><span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\"><b>GENETICS<\/b><\/span><span style=\"font-weight: 400; letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">: Flexible and modular system used to generate air traffic situations.<br \/>\n<\/span><span style=\"font-weight: 400; letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">\u2022 <\/span><span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\"><b>DALIA<\/b><\/span><span style=\"font-weight: 400; letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">: The Human-Machine Interface (HMI) and Controller Working Position (CWP) used to demonstrate TESLA services.<\/span><\/p>\n<p style=\"font-family: 'Titillium Web'; font-weight: 400;\" data-fusion-font=\"true\" data-fusion-google-font=\"Titillium Web\" data-fusion-google-variant=\"400\">Nine scenarios have been used for the validation runs, from medium to very high density in en-route virtual sectors. To prevent familiarity bias, these sectors were designed specifically for the simulation and do not exist in real life.<\/p>\n<h4 style=\"font-family: 'Titillium Web';\">Innovation meets reality<\/h4>\n<p style=\"font-family: 'Titillium Web';\" data-fusion-font=\"true\" data-fusion-google-font=\"Titillium Web\" data-fusion-google-variant=\"400\">The results confirm the significant potential of an ATC-DA, demonstrating that concerns raised by end-users can be actively addressed to guide the safe development and deployment of such tools. To ensure a robust assessment, the results of this validation will be compared with ENAV\u2019s, and carefully extrapolated taking into account the experiment\u2019s context.<br \/>\n<span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">The exercise demonstrated that the ATC-DA CORA feature is <b>well perceived<\/b> by air traffic controllers and represents a <b>promising support tool<\/b> worth further exploration. Its potential lies in complementing human expertise, provided it is introduced gradually to gain trust from ATCOs and used with proper safeguards.<br \/>\n<\/span><span style=\"font-weight: 400; letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">The tool should be viewed as an aid to decision-making rather than a means to push capacity limits: preserving the controllers\u2019 situation awareness remains the key priority.<\/span><\/p>\n<p style=\"font-family: 'Titillium Web';\" data-fusion-font=\"true\" data-fusion-google-font=\"Titillium Web\" data-fusion-google-variant=\"400\"><span style=\"font-weight: 400;\">Analysis of the validation results suggests that the current EASA automation level 1B is adequate for the short-term horizon. The <\/span><b>AI algorithm was recognized as a valuable technology<\/b>, especially for post-analysis activities aimed at improving conflict detection and resolution knowledge.<br \/>\n<span style=\"font-weight: 400; letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">For now, its role in live operations is best seen as supportive and advisory. This approach provides time to further establish the trust, experience, and training necessary for its safe and effective integration alongside human operators.<\/span><\/p>\n<p style=\"font-family: 'Titillium Web'; font-weight: 400;\" data-fusion-font=\"true\" data-fusion-google-font=\"Titillium Web\" data-fusion-google-variant=\"400\">\u2014<\/p>\n<p style=\"font-family: 'Titillium Web'; font-weight: 400;\" data-fusion-font=\"true\" data-fusion-google-font=\"Titillium Web\" data-fusion-google-variant=\"400\">The <i>Ecole Nationale de l\u2019Aviation Civile (ENAC)<\/i>, leading the first validation exercise, is a public institution under the supervision of the French Ministry of transport. ENAC provides ab-initio and continuing education for the executives and main players of the civil aviation world.<\/p>\n<p style=\"font-family: 'Titillium Web'; font-weight: 400;\" data-fusion-font=\"true\" data-fusion-google-font=\"Titillium Web\" data-fusion-google-variant=\"400\"><a href=\"https:\/\/www.linkedin.com\/company\/airbus-defence-and-space\/\" data-cmp-vendor=\"60\"><i>Airbus Defence and Space<\/i><\/a> is a subsidiary of Airbus that proposes innovative space and defence solutions and services.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element\" style=\"text-align:center;--awb-max-width:700px;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-1 hover-type-none\"><img decoding=\"async\" width=\"1024\" height=\"702\" title=\"ENAC validation JARVIS\" src=\"https:\/\/research.dblue.it\/jarvis\/wp-content\/uploads\/sites\/14\/2026\/01\/ENAC-validation-JARVIS-1024x702.jpg\" alt class=\"img-responsive wp-image-644\" srcset=\"https:\/\/research.dblue.it\/jarvis\/wp-content\/uploads\/sites\/14\/2026\/01\/ENAC-validation-JARVIS-200x137.jpg 200w, https:\/\/research.dblue.it\/jarvis\/wp-content\/uploads\/sites\/14\/2026\/01\/ENAC-validation-JARVIS-400x274.jpg 400w, https:\/\/research.dblue.it\/jarvis\/wp-content\/uploads\/sites\/14\/2026\/01\/ENAC-validation-JARVIS-600x411.jpg 600w, https:\/\/research.dblue.it\/jarvis\/wp-content\/uploads\/sites\/14\/2026\/01\/ENAC-validation-JARVIS-800x548.jpg 800w, https:\/\/research.dblue.it\/jarvis\/wp-content\/uploads\/sites\/14\/2026\/01\/ENAC-validation-JARVIS-1200x822.jpg 1200w, https:\/\/research.dblue.it\/jarvis\/wp-content\/uploads\/sites\/14\/2026\/01\/ENAC-validation-JARVIS.jpg 1280w\" sizes=\"(max-width: 640px) 100vw, 1200px\" \/><\/span><\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":12,"featured_media":638,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-637","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorised"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - 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