{"id":16351,"date":"2026-07-17T13:04:51","date_gmt":"2026-07-17T11:04:51","guid":{"rendered":"https:\/\/ariva.ag\/?p=16351"},"modified":"2026-08-07T12:12:59","modified_gmt":"2026-08-07T10:12:59","slug":"ARIVA-market-classification","status":"publish","type":"post","link":"https:\/\/ariva.ag\/en\/ARIVA-market-classification\/","title":{"rendered":"ARIVA market classification"},"content":{"rendered":"<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div><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\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/ariva.ag\/wp-content\/uploads\/2026\/07\/ChatGPT-Image-16.-Juli-2026-13_35_24-1024x576.png\" alt=\"\" class=\"wp-image-16352\" srcset=\"https:\/\/ariva.ag\/wp-content\/uploads\/2026\/07\/ChatGPT-Image-16.-Juli-2026-13_35_24-1024x576.png 1024w, https:\/\/ariva.ag\/wp-content\/uploads\/2026\/07\/ChatGPT-Image-16.-Juli-2026-13_35_24-300x169.png 300w, https:\/\/ariva.ag\/wp-content\/uploads\/2026\/07\/ChatGPT-Image-16.-Juli-2026-13_35_24-768x432.png 768w, https:\/\/ariva.ag\/wp-content\/uploads\/2026\/07\/ChatGPT-Image-16.-Juli-2026-13_35_24-1536x864.png 1536w, https:\/\/ariva.ag\/wp-content\/uploads\/2026\/07\/ChatGPT-Image-16.-Juli-2026-13_35_24.png 1672w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"\/><\/figure>\n<\/div>\n<\/div><div style=\"height:72px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div><p class=\"wp-block-paragraph\">A stock exchange rate shows what a financial instrument costs. For banks, <span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">broker<\/span>s, financial platforms, FinTechs and their users, this is important but not enough.<\/p><p class=\"wp-block-paragraph\">In <span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">order<\/span> to clearly identify, correctly classify, evaluate, compare and provide reliable information in a digital application, much more information is needed than a current course. First the interplay<strong>master files<\/strong>, <strong>Number<\/strong>, <strong>historical data<\/strong>and the<strong>Technical infrastructure<\/strong>creates the basis for modern financial applications.<br><br>Realtime is standard today. The actual competition begins where information can be loaded from individual data.<\/p><hr class=\"wp-block-separator has-alpha-channel-opacity\"><h2 id=\"h-ein-kurs-zeigt-den-preis-nicht-den-zusammenhang\" class=\"wp-block-heading\"><strong>A course shows the price &#x2013; not the connection<\/strong><\/h2><p class=\"wp-block-paragraph\">This is precisely one of the biggest changes in recent years: financial data are no longer used in isolation. This combination of different types of data allows functions that users expect. But the exchange rate answers only one question:<\/p><blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>What does this financial instrument cost?<\/strong><\/p>\n<\/blockquote><p class=\"wp-block-paragraph\">He doesn&#x2019;t explain<\/p><ul class=\"wp-block-list\">\n<li>which product is exactly,<\/li>\n\n\n\n<li>the issuer behind it,<\/li>\n\n\n\n<li>at which trading venues it is available,<\/li>\n\n\n\n<li>which <span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\"><span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">duration<\/span><\/span> or equipment it has,<\/li>\n\n\n\n<li>how high risk, leverage or implicit volatility are,<\/li>\n\n\n\n<li>how it has developed historically,<\/li>\n\n\n\n<li>or which regulatory information must be taken into account.<\/li>\n<\/ul><p class=\"wp-block-paragraph\">The price may be sufficient for a pure course indicator. However, as soon as an application is to search, filter, analyze, compare or evaluate, the course is no longer sufficient.<\/p><hr class=\"wp-block-separator has-alpha-channel-opacity\"><h2 id=\"h-fruher-genugte-haufig-ein-kurs-und-ein-chart\" class=\"wp-block-heading\"><strong>In the past, a course and a chart were often enough.<\/strong><\/h2><p class=\"wp-block-paragraph\">Today, <span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">depot<\/span>s and investment universes no longer contain shares. Users: investing in<strong>ETFs, funds, bonds, certificates, warrants, knock-out products, raw materials, currencies or cryptocurrencies<\/strong>.<\/p><p class=\"wp-block-paragraph\">At the same time, they expect answers to much more complex questions:<\/p><ul class=\"wp-block-list\">\n<li>How is my <span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">portfolio<\/span> distributed to countries, industries and asset classes?<\/li>\n\n\n\n<li>What risks arise from currencies or individual issuers?<\/li>\n\n\n\n<li>How do two structured products differ from each other?<\/li>\n\n\n\n<li>What influence would a market movement have on my <span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">depot<\/span>?<\/li>\n\n\n\n<li>Which products match a particular strategy?<\/li>\n\n\n\n<li>How did a plant develop over different market phases?<\/li>\n<\/ul><p class=\"wp-block-paragraph\">None of these questions can be answered with a current course.<\/p><p class=\"wp-block-paragraph\">Modern financial applications therefore do not simply require more data. You need<strong>different types of data that fit together professionally and technically<\/strong>.<\/p><hr class=\"wp-block-separator has-alpha-channel-opacity\"><h2 id=\"h-die-grosste-veranderung-findet-im-hintergrund-statt\" class=\"wp-block-heading\"><strong>The biggest change takes place in the background<\/strong><\/h2><p class=\"wp-block-paragraph\">The exact share differs according to the trading venue, market segment and definition. However, it is solid: At large electronic trading venues, the predominant part of the trading is executed algorithmically.<br><br>Without reliable data, there is no algorithmic trade.<br><br>Technical development has made access to the c<span class=\"\"  data-mobile-support=\"0\"  data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex='0' role='link'>api<\/span>tal market easier. However, the quality of an investment decision depends more strongly than ever on the correct classification of information. The larger the product selection becomes, the more important data that go beyond the current course.<\/p><hr class=\"wp-block-separator has-alpha-channel-opacity\"><h2 id=\"h-realtime-ist-heute-selbstverstandlich\" class=\"wp-block-heading\"><strong>Realtime is self-evident today<\/strong><\/h2><p class=\"wp-block-paragraph\">Realtime alone, however, does not make an application completely or better. Realtime is expected today. The quality of the information provided is crucial to competition.<\/p><p class=\"wp-block-paragraph\">This is particularly evident in active trade models. Individual customer groups execute several hundred or even more than a thousand transactions a day. Without real real-time courses, such usage behavior would hardly be possible technically and economically.<\/p><p class=\"wp-block-paragraph\">The added value begins with the questions that come after the price question:<\/p><ul class=\"wp-block-list\">\n<li>Is the instrument uniquely identified?<\/li>\n\n\n\n<li>Are the information complete?<\/li>\n\n\n\n<li>Can comparable products be found?<\/li>\n\n\n\n<li>Are risks and product properties comprehensible?<\/li>\n\n\n\n<li>Can data be further processed automatically?<\/li>\n\n\n\n<li>Does the supply r<span class=\"\"  data-mobile-support=\"0\"  data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex='0' role='link'>ema<\/span>in stable even at high load?<\/li>\n<\/ul><p class=\"wp-block-paragraph\"><strong>Realtime is the prerequisite today. The difference is made by the information provided in addition.<\/strong><\/p><hr class=\"wp-block-separator has-alpha-channel-opacity\"><h2 id=\"h-kursdaten-stammdaten-und-kennzahlen-erst-ihr-zusammenspiel-schafft-mehrwert\" class=\"wp-block-heading\"><strong>Course data, master data and key figures &#x2013; their interaction creates added value<\/strong><\/h2><p class=\"wp-block-paragraph\"><strong>Course data<\/strong>form the visible starting point of each financial application. Depending on the field of use, real-time, delayed or end-of-day courses are used. They are supplemented by information such as money and letter courses, trade volumes as well as daily high and daily lows.<strong>For itself, however, a course only answers the question of what a financial instrument currently costs.<\/strong><\/p><p class=\"wp-block-paragraph\"><strong>master files<\/strong>describe the financial instrument itself and include <span class=\"\"  data-mobile-support=\"0\"  data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex='0' role='link'>ISIN<\/span>, <span class=\"\"  data-mobile-support=\"0\"  data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex='0' role='link'>WKN<\/span>, issuer, product type, base value, currency, maturity or trading venues.<strong>They are not additional information, but the technical basis. Without complete master data, financial instruments cannot be clearly identified or correctly displayed, searched or compared.<\/strong><\/p><p class=\"wp-block-paragraph\"><strong>Number<\/strong>create the technical context. They help to classify products and make differences visible. In the case of structured products, this includes, for example, implicit volatility, effective leverage (Omega), repayment or sideward return.<strong>During the course the current price shows, key figures make opportunities, risks and product properties understandable.<\/strong><\/p><p class=\"wp-block-paragraph\"><strong>This is the only way to create applications that enable investors to make informed decisions within and professional market participants.<\/strong><\/p><h3 id=\"h-historische-daten-schaffen-kontext\" class=\"wp-block-heading\"><strong>Creating historical data context<\/strong><\/h3><p class=\"wp-block-paragraph\">Past developments are not a guarantee of <span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">future<\/span> results. However, without historical data, strategies, fluctuations and market phases can hardly be analyzed or evaluated in a sound manner.<\/p><h3 id=\"h-regulatorische-informationen-sichern-die-professionelle-nutzung\" class=\"wp-block-heading\"><strong>Regulatory information secures professional use<\/strong><\/h3><p class=\"wp-block-paragraph\">In the institutional environment and in the presentation of complex financial products, regulatory do<span class=\"\"  data-mobile-support=\"0\"  data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex='0' role='link'>cum<\/span>ents and mandatory information also belong to the data base. You must be up-to-date, unambiguously assigned and reliably available. This becomes clear:<strong>A professional application does not simply process a course. It processes a whole network of interconnected information.<\/strong><\/p><hr class=\"wp-block-separator has-alpha-channel-opacity\"><h2 id=\"h-ein-typischer-projektverlauf-aus-der-praxis\" class=\"wp-block-heading\"><strong>A typical project development from practice<\/strong><\/h2><p class=\"wp-block-paragraph\">Many projects start with a seemingly simple requirement:<\/p><blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>&#x201C;We need current course data. &#x2018;<\/strong><\/p>\n<\/blockquote><p class=\"wp-block-paragraph\">In the course of the implementation, however, it is almost always evident that<strong>Show course data only part of the solution<\/strong>. Further questions arise quickly: How are financial instruments clearly identified? Which exchange and trading venues should be taken into account? Are historical data needed? What indicators must be calculated? How can products be filtered, compared or correctly presented in a regulatory manner? And how does technical integration take place in existing systems?<\/p><p class=\"wp-block-paragraph\"><strong>This often results in a much more comprehensive project from a supposedly simple course data request.<\/strong>An <span class=\"\"  data-mobile-support=\"0\"  data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex='0' role='link'>API<\/span> delivers the current price. In addition, consistent master data, loadable key figures, historical data as well as processes for quality assurance, monitoring and ongoing updating are needed for reliable operation.<\/p><p class=\"wp-block-paragraph\"><strong>This is precisely what it is important today: not individual records create added value, but their professionally correct linking and an infrastructure that permanently provides all information.<\/strong><\/p><hr class=\"wp-block-separator has-alpha-channel-opacity\"><h2 id=\"h-datenqualitat\" class=\"wp-block-heading\"><strong>Data quality<\/strong><\/h2><p class=\"wp-block-paragraph\" id=\"h-technisch-ist-der-datensatz-zwar-vorhanden-fachlich-verliert-er-jedoch-seinen-wert-deshalb-reicht-es-nicht-aus-moglichst-viele-datensatze-bereitzustellen-entscheidend-ist-dass-sie-vollstandig-konsistent-aktuell-und-nachvollziehbar-sind-die-eigentliche-herausforderung-besteht-nicht-darin-kennzahlen-fur-ein-einzelnes-produkt-zu-berechnen-entscheidend-ist-millionen-strukturierter-produkte-gleichzeitig-fortlaufend-und-konsistent-zu-verarbeiten-genau-hier-zeigt-sich-der-unterschied-zwischen-einem-datenlieferanten-und-einer-leistungsfahigen-finanzdaten-infrastruktur\">Technically, the data set is present. But he loses his value.<br><br>It is therefore not sufficient to provide as many datasets as possible. It is crucial that they are complete, consistent, up-to-date and comprehensible.<br><br>The real challenge is not to calculate key figures for a single product. It is crucial to process millions of structured products simultaneously, continuously and consistently. This is precisely where the difference between a data supplier and a powerful financial data infrastructure is shown.<\/p><hr class=\"wp-block-separator has-alpha-channel-opacity\"><h2 id=\"h-warum-mehrere-datenquellen-haufig-notwendig-sind\" class=\"wp-block-heading\"><strong>Why multiple data sources are often necessary<\/strong><\/h2><p class=\"wp-block-paragraph\">Modern financial platforms, <span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">portfolio<\/span> analysis tools and asset management must cover a variety of different asset classes today. From shares and ETFs to funds and bonds to certificates, leverage products or cryptocurrencies.<\/p><p class=\"wp-block-paragraph\"><strong>Hardly one data provider has the same technical depth and data quality in all areas.<\/strong>While some have their strengths in real-time courses, others are specialized in reference data, structured products, fundamental data or regulatory information.<\/p><p class=\"wp-block-paragraph\"><strong>Companies with high quality standards therefore often combine several specialized data sources.<\/strong>However, the actual challenge is no longer the data reference, but the integration. Different formats, identifiers, updating cycles and quality standards must be combined, coordinated and monitored continuously.<\/p><p class=\"wp-block-paragraph\"><strong>This integration work r<span class=\"\"  data-mobile-support=\"0\"  data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex='0' role='link'>ema<\/span>ins invisible to end users. However, it decisively decides whether a financial application works completely, consistently and reliably. It is precisely here that modern financial data infrastructure comprises far more than the <span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">provision<\/span> of individual data records.<\/strong><\/p><hr class=\"wp-block-separator has-alpha-channel-opacity\"><h2 id=\"h-ki\" class=\"wp-block-heading\"><strong>AI<\/strong><\/h2><p class=\"wp-block-paragraph\">AI does not replace financial data. Rather, it increases the requirements for quality, structure and availability of the <span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">underlying<\/span> data.<\/p><hr class=\"wp-block-separator has-alpha-channel-opacity\"><h2 id=\"h-was-wir-im-markt-beobachten\" class=\"wp-block-heading\"><strong>What we observe in the market<\/strong><\/h2><p class=\"wp-block-paragraph\">While courses, trading venues or licensing models were often at the heart of the day, the quality and usability of the entire data base is becoming increasingly important.<br><br>Pure execution <span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">broker<\/span>s are also increasingly expanding their information offerings with analysis and comparison functions. A favorable <span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">order<\/span> execution alone is often no longer sufficient. Users: they expect orientation, transparency and additional information for informed decisions.<br><br>The exchange rate r<span class=\"\"  data-mobile-support=\"0\"  data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex='0' role='link'>ema<\/span>ins indispensable. Today, however, it forms the starting point of a much more complex information world.<\/p><hr class=\"wp-block-separator has-alpha-channel-opacity\"><p class=\"wp-block-paragraph\">Not the individual exchange rate decides on the quality of a financial application. The interplay of course data, master data, key figures, historical data and a structure that provides this information permanently reliable.<br><br>Only this interaction allows applications that correctly identify, compare, analyze and make use of financial instruments in a variety of applications.<br><br>The competition is therefore more and more rare in individual records. It decides on the ability to bring together information of different origin professionally correctly, to continuously update and to provide it in a stable manner. This is precisely what modern financial data infrastructure is.<\/p><hr class=\"wp-block-separator has-alpha-channel-opacity\"><h2 id=\"h-haufige-fragen\" class=\"wp-block-heading\"><strong>Common questions<\/strong><\/h2><h3 id=\"h-reichen-realtime-kurse-fur-eine-moderne-finanzanwendung-aus\" class=\"wp-block-heading\"><strong>Are there real-time courses for a modern financial application?<\/strong><\/h3><p class=\"wp-block-paragraph\">No. Realtime courses deliver the current price. For search, analysis, comparison, risk assessment and regulatoryly correct presentations, master data, key figures, historical data and other structured information are additionally required.<\/p><h3 id=\"h-was-ist-der-unterschied-zwischen-kursdaten-und-stammdaten\" class=\"wp-block-heading\"><strong>What is the difference between course data and master data?<\/strong><\/h3><p class=\"wp-block-paragraph\">Course data describe the current or historical price of a financial instrument. The master data describes the instrument itself, for example by <span class=\"\"  data-mobile-support=\"0\"  data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex='0' role='link'>ISIN<\/span>, issuer, product type, <span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\"><span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">duration<\/span><\/span>, currency or base value.<\/p><h3 id=\"h-warum-sind-stammdaten-fur-finanzplattformen-unverzichtbar\" class=\"wp-block-heading\"><strong>Why are master data indispensable for financial platforms?<\/strong><\/h3><p class=\"wp-block-paragraph\">Ohne vollst&#xE4;ndige <span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">Stammdaten<\/span> k&#xF6;nnen <span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">Finanzinstrument<\/span>e nicht eindeutig identifiziert, korrekt dargestellt, durchsucht oder miteinander verglichen werden. Fehler in den <span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">Stammdaten<\/span> k&#xF6;nnen zudem nachgelagerte Berechnungen verf&#xE4;lschen.<\/p><h3 id=\"h-welche-kennzahlen-sind-bei-strukturierten-produkten-relevant\" class=\"wp-block-heading\"><strong>Welche Kennzahlen sind bei strukturierten Produkten relevant?<\/strong><\/h3><p class=\"wp-block-paragraph\">Das h&#xE4;ngt vom Produkttyp ab. H&#xE4;ufig genutzt werden unter anderem <span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">implizite <span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">Volatilit&#xE4;t<\/span><\/span>, Omega beziehungsweise effektiver Hebel, Auf<span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">geld<\/span>, <span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">Seitw&#xE4;rts<span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">rendite<\/span><\/span> sowie <span class=\"\"  data-mobile-support=\"0\"  data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex='0' role='link'>Abs<\/span>t&auml;nde zu Schwellen oder Barrieren.<\/p><h3 id=\"h-warum-brauchen-handelsalgorithmen-finanzdaten\" class=\"wp-block-heading\"><strong>Warum brauchen Handelsalgorithmen <span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">Finanzdaten<\/span>?<\/strong><\/h3><p class=\"wp-block-paragraph\">Algorithmen treffen Entscheidungen anhand definierter Regeln, Modelle und Signale. Daf&#xFC;r ben&#xF6;tigen sie aktuelle, strukturierte und teilweise historische Daten. Ohne diese Informationen k&#xF6;nnen sie keine belastbaren Handelsentscheidungen ableiten.<\/p><h3 id=\"h-warum-benotigen-ki-anwendungen-strukturierte-finanzdaten\" class=\"wp-block-heading\"><strong>Warum ben&#xF6;tigen KI-Anwendungen strukturierte <span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">Finanzdaten<\/span>?<\/strong><\/h3><p class=\"wp-block-paragraph\">KI-Anwendungen k&#xF6;nnen Informationen nur dann zuverl&#xE4;ssig verarbeiten, wenn die zugrunde liegenden Daten korrekt, eindeutig zugeordnet und maschinenlesbar sind. Unvollst&#xE4;ndige oder fehlerhafte Daten f&#xFC;hren zu unzuverl&#xE4;ssigen Ergebnissen.<\/p><h3 id=\"h-warum-setzen-finanzunternehmen-haufig-mehrere-datenanbieter-ein\" class=\"wp-block-heading\"><strong>Warum setzen Finanzunternehmen h&#xE4;ufig mehrere Datenanbieter ein?<\/strong><\/h3><p class=\"wp-block-paragraph\">Unterschiedliche Anbieter haben h&#xE4;ufig besondere St&#xE4;rken bei einzelnen Assetklassen oder Datenarten. Unternehmen kombinieren deshalb mehrere Quellen, um eine breite Abdeckung und hohe Datenqualit&#xE4;t zu erreichen.<\/p><h3 id=\"h-was-versteht-ariva-unter-finanzdaten-infrastruktur\" class=\"wp-block-heading\"><strong>Was versteht ARIVA unter <span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">Finanzdaten<\/span>-Infrastruktur?<\/strong><\/h3><p class=\"wp-block-paragraph\"><span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">Finanzdaten<\/span>-Infrastruktur umfasst die fachlichen und technischen Prozesse, mit denen <span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">Finanzdaten<\/span> beschafft, gepr&uuml;ft, standardisiert, berechnet, historisiert, verteilt und dauerhaft verf&uuml;gbar g<span class=\"\"  data-mobile-support=\"0\"  data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex='0' role='link'>ema<\/span>cht werden. Sie bildet die Grundlage daf&uuml;r, dass digitale Finanzangebote zuverl&auml;ssig funktionieren.<\/p><hr class=\"wp-block-separator has-alpha-channel-opacity\"><p class=\"wp-block-paragraph\"><strong>Stand:<\/strong> Juli 2026<br><strong>Reihe:<\/strong> ARIVA Perspektive<br><strong>Th<span class=\"\"  data-mobile-support=\"0\"  data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex='0' role='link'>ema<\/span>:<\/strong> <span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">Finanzdaten<\/span>-Infrastruktur<\/p><p class=\"wp-block-paragraph\"><strong>Diese Blog-Artikel k&#xF6;nnten dich auch interessieren:<\/strong><\/p><p class=\"wp-block-paragraph\">Was sind&#xA0;<span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">Echtzeit-<span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\"><span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\"><span class=\"\"  data-mobile-support=\"0\"  data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex='0' role='link'>Kurs<\/span><\/span>daten<\/span><\/span>?&#xA0;<a href=\"https:\/\/ariva.ag\/welche_arten_von_kursdaten_gibt_es\/\">Hier<\/a><a href=\"https:\/\/ariva.ag\/was-ist-market-data-infrastruktur\/\">&#xA0;<\/a>entlang!<br>Was sind&#xA0;<span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">Zertifikate-<span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">Stammdaten<\/span><\/span>?&#xA0;<a href=\"https:\/\/ariva.ag\/was-sind-zertifikate-stammdaten\/\">Hier<\/a>&#xA0;entlang!<br>Wie integriert man&#xA0;<span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\"><span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\"><span class=\"\"  data-mobile-support=\"0\"  data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex='0' role='link'>Kurs<\/span><\/span>daten<\/span>?&#xA0;<a href=\"https:\/\/ariva.ag\/wie-kann-ich-echtzeit-kursdaten-in-meine-anwendung-integrieren\/\">Hier<\/a>&#xA0;entlang!<br>Wer sind die besten Anbieter von&#xA0;<span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">Finanzdaten<\/span>&#xA0;in der DACH-Region?&#xA0;<a href=\"https:\/\/ariva.ag\/beste-finanzdaten-anbieter-in-der-dach-region\/\">Hier<\/a>&#xA0;entlang!<\/p><div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>","protected":false},"excerpt":{"rendered":"<p>A stock exchange rate shows what a financial instrument costs. For banks, <span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\"><span class=\"\" data-mobile-support=\"0\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">broker<\/span><\/span>s, financial platforms, FinTechs and their users, this is important but not enough.<\/p>\n","protected":false},"author":2,"featured_media":16352,"comment_status":"closed","ping_status":"open","sticky":false,"template":"singlePlain","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[1,16,36],"tags":[],"class_list":["post-16351","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-allgemein","category-ariva-blog","category-ariva-news-data"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.3 (Yoast SEO v28.3) - 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