{"id":36820,"date":"2026-04-20T17:42:12","date_gmt":"2026-04-20T15:42:12","guid":{"rendered":"https:\/\/www.risc-software.at\/referenzprojekte\/taxologic-explainable-hybrid-artificial-intelligence-for-transfer-pricing\/"},"modified":"2026-10-29T09:50:14","modified_gmt":"2026-10-29T08:50:14","slug":"taxologic-explainable-hybrid-artificial-intelligence-for-transfer-pricing","status":"publish","type":"project","link":"https:\/\/www.risc-software.at\/en\/referenceprojects\/taxologic-explainable-hybrid-artificial-intelligence-for-transfer-pricing\/","title":{"rendered":"TaxoLogic: Explainable Hybrid Artificial Intelligence for Transfer Pricing"},"content":{"rendered":"\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-7387b849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p class=\"has-medium-font-size wp-block-paragraph\">TaxoLogic is developing a hybrid AI framework that combines data-driven learning with logic-based reasoning to make regulatory decision-making processes transparent, explainable and verifiable.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full is-style-rounded\"><img decoding=\"async\" width=\"1232\" height=\"928\" sizes=\"(max-width: 1232px) 100vw, 1232px\" src=\"https:\/\/www.risc-software.at\/app\/uploads\/2024\/12\/cstaub_A_dynamic_and_sleek_representation_of_artificial_intel_039e2ff0-185f-452d-bb05-f3ed3cd5cec7_0.png\" alt=\"Digital brain on a data background\" class=\"wp-image-32434\" style=\"aspect-ratio:4\/3;object-fit:contain\" srcset=\"https:\/\/www.risc-software.at\/app\/uploads\/2024\/12\/cstaub_A_dynamic_and_sleek_representation_of_artificial_intel_039e2ff0-185f-452d-bb05-f3ed3cd5cec7_0.png 1232w, https:\/\/www.risc-software.at\/app\/uploads\/2024\/12\/cstaub_A_dynamic_and_sleek_representation_of_artificial_intel_039e2ff0-185f-452d-bb05-f3ed3cd5cec7_0-300x226.png 300w, https:\/\/www.risc-software.at\/app\/uploads\/2024\/12\/cstaub_A_dynamic_and_sleek_representation_of_artificial_intel_039e2ff0-185f-452d-bb05-f3ed3cd5cec7_0-1024x771.png 1024w, https:\/\/www.risc-software.at\/app\/uploads\/2024\/12\/cstaub_A_dynamic_and_sleek_representation_of_artificial_intel_039e2ff0-185f-452d-bb05-f3ed3cd5cec7_0-768x578.png 768w\" \/><\/figure>\n<\/div>\n<\/div>\n<div class=\"wp-block-group-container alignfull \">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading\">Hybrid AI for transparent decision-making processes<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">In tax and compliance areas, current AI systems usually act as &#8220;black boxes&#8221; &#8211; efficient, but without comprehensible justification of their results. This lack of transparency poses considerable risks in legal areas such as tax law, where every decision must be consistent, comprehensible and legally sound. TaxoLogic closes this gap by combining the linguistic power of large language models (LLMs) with symbolic reasoning methods that guarantee logical consistency and traceability.  <\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Focus: Transfer prices<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The focus of the project is on transfer pricing &#8211; a central challenge for multinational companies in the valuation of cross-border transactions. This requires the interpretation of sometimes contradictory sources such as OECD guidelines, national laws and bilateral agreements. TaxoLogic converts such texts into structured, machine-readable rules and applies logic-based procedures to derive coherent and verifiable interpretations. The framework provides both compliant results and transparent reasoning to support auditors, regulators and in-house counsel.   <\/p>\n\n\n\n<h3 class=\"wp-block-heading\">The consortium<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The project brings together eight complementary partners from science and industry: Steyr University of Applied Sciences and Vienna University of Economics and Business contribute tax law expertise, while the Research Institute for Symbolic Computation (JKU) and RISC Software GmbH conduct research into symbolic logic and hybrid architectures. Rise2Reality acts as a key technical and architectural partner with a focus on benchmarking LLMs for processing regulatory language and the practical implementation of the framework. The industry partners MIC, voestalpine and Greiner provide real data, use cases and validation scenarios from the areas of global trade, supply chains and corporate taxation. This composition ensures that the research results are both scientifically sound and practicable.   <\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Utilization and outlook<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Once the project is completed, the results will be translated into pilot applications and market-ready products that integrate hybrid AI into control and compliance systems. This will enable companies to increase efficiency, reduce risks and position themselves in the market for transparent regulatory technologies. TaxoLogic promotes sustainable digital transformation through automation, better decision quality and explainable AI &#8211; and strengthens Europe&#8217;s technological sovereignty through the use of open, comprehensible AI components.  <\/p>\n<\/div>\n<\/div><div class=\"wp-block-group-container alignfull \">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<p class=\"has-risc-greywhite-color has-risc-blue-background-color has-text-color has-background has-link-color wp-elements-1 wp-block-paragraph\">This project is funded by the Austrian Research Promotion Agency (FFG).<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img decoding=\"async\" width=\"1000\" height=\"569\" sizes=\"(max-width: 1000px) 100vw, 1000px\" src=\"https:\/\/www.risc-software.at\/app\/uploads\/2024\/03\/FFG_Logo_DE_RGB_1000px.png\" alt=\"\" class=\"wp-image-30781\" style=\"object-fit:cover;width:256px;height:132px\" srcset=\"https:\/\/www.risc-software.at\/app\/uploads\/2024\/03\/FFG_Logo_DE_RGB_1000px.png 1000w, https:\/\/www.risc-software.at\/app\/uploads\/2024\/03\/FFG_Logo_DE_RGB_1000px-300x171.png 300w, https:\/\/www.risc-software.at\/app\/uploads\/2024\/03\/FFG_Logo_DE_RGB_1000px-768x437.png 768w\" \/><\/figure>\n<\/div>\n<\/div>\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-7387b849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<h2 class=\"wp-block-heading\">Project partners<\/h2>\n\n\n<div class=\"wp-block-group-container alignfull \">\n<div class=\"wp-block-group is-content-justification-center is-nowrap is-layout-flex wp-container-core-group-is-layout-f56f9fcf wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" width=\"1024\" height=\"394\" sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"https:\/\/www.risc-software.at\/app\/uploads\/2023\/11\/FH-OOE_Logo_EN-1024x394.jpg\" alt=\"\" class=\"wp-image-29349\" style=\"width:203px;height:auto\" srcset=\"https:\/\/www.risc-software.at\/app\/uploads\/2023\/11\/FH-OOE_Logo_EN-1024x394.jpg 1024w, https:\/\/www.risc-software.at\/app\/uploads\/2023\/11\/FH-OOE_Logo_EN-300x115.jpg 300w, https:\/\/www.risc-software.at\/app\/uploads\/2023\/11\/FH-OOE_Logo_EN-768x295.jpg 768w, https:\/\/www.risc-software.at\/app\/uploads\/2023\/11\/FH-OOE_Logo_EN-1536x591.jpg 1536w, https:\/\/www.risc-software.at\/app\/uploads\/2023\/11\/FH-OOE_Logo_EN.jpg 1898w\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized wp-duotone-grayscale\"><img data-dominant-color=\"fafafa\" data-has-transparency=\"false\" decoding=\"async\" width=\"402\" height=\"125\" sizes=\"(max-width: 402px) 100vw, 402px\" src=\"https:\/\/www.risc-software.at\/app\/uploads\/2026\/02\/rise2reality.webp\" alt=\"\" class=\"wp-image-35782 not-transparent\" style=\"--dominant-color: #fafafa; width:151px;height:auto\" srcset=\"https:\/\/www.risc-software.at\/app\/uploads\/2026\/02\/rise2reality.webp 402w, https:\/\/www.risc-software.at\/app\/uploads\/2026\/02\/rise2reality-300x93.webp 300w\" \/><\/figure>\n<\/div>\n<\/div>\n\n<div class=\"wp-block-group-container alignfull \">\n<div class=\"wp-block-group is-content-justification-center is-nowrap is-layout-flex wp-container-core-group-is-layout-f56f9fcf wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image size-full is-resized wp-duotone-grayscale\"><img decoding=\"async\" width=\"647\" height=\"386\" sizes=\"(max-width: 647px) 100vw, 647px\" src=\"https:\/\/www.risc-software.at\/app\/uploads\/2023\/06\/Logo_JKU_EN.png\" alt=\"\" class=\"wp-image-1062\" style=\"width:216px;height:auto\" srcset=\"https:\/\/www.risc-software.at\/app\/uploads\/2023\/06\/Logo_JKU_EN.png 647w, https:\/\/www.risc-software.at\/app\/uploads\/2023\/06\/Logo_JKU_EN-300x179.png 300w, https:\/\/www.risc-software.at\/app\/uploads\/2023\/06\/Logo_JKU_EN-360x214.png 360w\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img data-dominant-color=\"111111\" data-has-transparency=\"true\" decoding=\"async\" width=\"960\" height=\"499\" sizes=\"(max-width: 960px) 100vw, 960px\" src=\"https:\/\/www.risc-software.at\/app\/uploads\/2026\/04\/Logo_Wirtschaftsuniversitaet_Wien.svg.webp\" alt=\"\" class=\"wp-image-36749 has-transparency\" style=\"--dominant-color: #111111; width:123px;height:auto\" srcset=\"https:\/\/www.risc-software.at\/app\/uploads\/2026\/04\/Logo_Wirtschaftsuniversitaet_Wien.svg.webp 960w, https:\/\/www.risc-software.at\/app\/uploads\/2026\/04\/Logo_Wirtschaftsuniversitaet_Wien.svg-300x156.webp 300w, https:\/\/www.risc-software.at\/app\/uploads\/2026\/04\/Logo_Wirtschaftsuniversitaet_Wien.svg-768x399.webp 768w\" \/><\/figure>\n<\/div>\n<\/div>\n\n<div class=\"wp-block-group-container alignfull \">\n<div class=\"wp-block-group is-content-justification-space-between is-nowrap is-layout-flex wp-container-core-group-is-layout-f36ac205 wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image size-full is-resized\"><img data-dominant-color=\"bfd1d3\" data-has-transparency=\"false\" decoding=\"async\" width=\"250\" height=\"150\" sizes=\"(max-width: 250px) 100vw, 250px\" src=\"https:\/\/www.risc-software.at\/app\/uploads\/2026\/04\/mic_logo.webp\" alt=\"\" class=\"wp-image-36750 not-transparent\" style=\"--dominant-color: #bfd1d3; width:115px;height:auto\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1460\" height=\"972\" sizes=\"(max-width: 1460px) 100vw, 1460px\" src=\"https:\/\/www.risc-software.at\/app\/uploads\/2024\/03\/voestalpine-logo-1.jpg\" alt=\"\" class=\"wp-image-30431\" srcset=\"https:\/\/www.risc-software.at\/app\/uploads\/2024\/03\/voestalpine-logo-1.jpg 1460w, https:\/\/www.risc-software.at\/app\/uploads\/2024\/03\/voestalpine-logo-1-300x200.jpg 300w, https:\/\/www.risc-software.at\/app\/uploads\/2024\/03\/voestalpine-logo-1-1024x682.jpg 1024w, https:\/\/www.risc-software.at\/app\/uploads\/2024\/03\/voestalpine-logo-1-768x511.jpg 768w\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img data-dominant-color=\"0e5a8d\" data-has-transparency=\"true\" decoding=\"async\" width=\"500\" height=\"245\" sizes=\"(max-width: 500px) 100vw, 500px\" src=\"https:\/\/www.risc-software.at\/app\/uploads\/2026\/04\/Greiner_Logo.svg.webp\" alt=\"\" class=\"wp-image-36751 has-transparency\" style=\"--dominant-color: #0e5a8d; width:143px;height:auto\" srcset=\"https:\/\/www.risc-software.at\/app\/uploads\/2026\/04\/Greiner_Logo.svg.webp 500w, https:\/\/www.risc-software.at\/app\/uploads\/2026\/04\/Greiner_Logo.svg-300x147.webp 300w\" \/><\/figure>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column has-risc-grey-background-color has-background is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<h2 class=\"wp-block-heading\">Project details<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Project short title:<\/strong> TaxoLogic<\/li>\n\n\n\n<li><strong>Project long title<\/strong>: TaxoLogic: Explainable Hybrid Artificial Intelligence for Transfer Pricing<\/li>\n\n\n\n<li><strong>Call for proposals<\/strong>: FFG, DST 24\/26, AI Ecosystems 2025: AI for Tech &amp; AI for Green<\/li>\n\n\n\n<li><strong>Project partners:<\/strong>\n<ul class=\"wp-block-list\">\n<li>FH O\u00d6 Forschungs &amp; Entwicklungs GmbH (project coordination)  <\/li>\n\n\n\n<li>RISC Software GmbH  <\/li>\n\n\n\n<li>Rise2Reality e.U.  <\/li>\n\n\n\n<li>University of Linz &#8211; Research Institute for Symbolic Computation (RISC\/JKU)  <\/li>\n\n\n\n<li>Vienna University of Economics and Business  <\/li>\n\n\n\n<li>MIC-Datenverarbeitung Gesellschaft m.b.H.  <\/li>\n\n\n\n<li>voestalpine AG  <\/li>\n\n\n\n<li>Greiner AG<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Term:<\/strong> 03\/2026-02\/2029 (36 months)<\/li>\n\n\n\n<li><strong>Project funding:<\/strong> EUR 895,546<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-3e41869c wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/projekte.ffg.at\/projekt\/5148040\" target=\"_blank\" rel=\"noreferrer noopener\">FFG project database<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-7387b849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<h2 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Verena Praher, MSc<\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">Data Scientist<\/p>\n\n<\/div>  <\/div>\n<\/div>\n<\/div>\n\n<h2 class=\"wp-block-heading\">Read more<\/h2>\n<div class=\"posts-slider-block\" data-aos=\"fade-up\" data-aos-offset=\"0\" data-aos-anchor-placement=\"top-bottom\">\n        <section class=\"splide posts-slider\" aria-label=\"Gallery Slides\">\n            <div class=\"splide__arrows\">\n                <button class=\"splide__arrow splide__arrow--prev\">\n                    <span class=\"sr-only\">Previous<\/span>\n                    <img decoding=\"async\" loading=\"lazy\" width=\"25\" height=\"21\" src=\"https:\/\/www.risc-software.at\/app\/themes\/risc-theme-main\/public\/images\/icon-arrow.35d2ec.svg\"\n                         alt=\"Previous\">\n                <\/button>\n                <button class=\"splide__arrow splide__arrow--next\">\n                    <span class=\"sr-only\">Next<\/span>\n                    <img decoding=\"async\" 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src=\"https:\/\/www.risc-software.at\/app\/uploads\/2025\/06\/cstaub_httpss.mj_.runc6q_7UmKtik_person_working_on_a_laptop_wi_7401ce3f-2245-4750-af0f-4c805b831ba3_1-360x214.avif\"\n                                                 alt=\"InProSSA: Integration of symbolic and sub-symbolic AI\">\n                                        <\/picture>\n                                                                    <\/div>\n                                <div class=\"blog-content px-2 py-3 xl:px-4 xl:py-5\">\n                                    <h3>InProSSA: Integration of symbolic and sub-symbolic AI<\/h3>\n                                    <div class=\"blog-post-excerpt mt-2\">\n                                        InProSSA combines symbolic &amp; sub-symbolic AI in one language to solve problems model-independently &amp; choose the optimal approach automatically.\n                                    <\/div>\n                                    <span class=\"inline-block mt-2 more\">mehr erfahren <span class=\"ml-1 icon-more\"><\/span><\/span>\n\n                                <\/div>\n                            <\/a>\n                                            <\/div>\n                <\/div>\n            <\/div>\n        <\/section>\n    <\/div>\n","protected":false},"excerpt":{"rendered":"<p>TaxoLogic is developing a hybrid AI framework that combines data-driven learning with logic-based reasoning to make regulatory decision-making processes transparent, explainable and verifiable.<\/p>\n","protected":false},"featured_media":39263,"template":"","project-category":[63,69],"class_list":["post-36820","project","type-project","status-publish","has-post-thumbnail","hentry","project-category-data-intelligence-en","project-category-research-projects"],"acf":[],"portrait_thumb_url":"https:\/\/www.risc-software.at\/app\/uploads\/2024\/12\/cstaub_A_dynamic_and_sleek_representation_of_artificial_intel_039e2ff0-185f-452d-bb05-f3ed3cd5cec7_0-360x214.png","watermark":false,"_links":{"self":[{"href":"https:\/\/www.risc-software.at\/en\/wp-json\/wp\/v2\/project\/36820","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.risc-software.at\/en\/wp-json\/wp\/v2\/project"}],"about":[{"href":"https:\/\/www.risc-software.at\/en\/wp-json\/wp\/v2\/types\/project"}],"version-history":[{"count":2,"href":"https:\/\/www.risc-software.at\/en\/wp-json\/wp\/v2\/project\/36820\/revisions"}],"predecessor-version":[{"id":39432,"href":"https:\/\/www.risc-software.at\/en\/wp-json\/wp\/v2\/project\/36820\/revisions\/39432"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.risc-software.at\/en\/wp-json\/wp\/v2\/media\/39263"}],"wp:attachment":[{"href":"https:\/\/www.risc-software.at\/en\/wp-json\/wp\/v2\/media?parent=36820"}],"wp:term":[{"taxonomy":"project-category","embeddable":true,"href":"https:\/\/www.risc-software.at\/en\/wp-json\/wp\/v2\/project-category?post=36820"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}