{"id":2366,"date":"2026-09-08T14:26:20","date_gmt":"2026-09-08T12:26:20","guid":{"rendered":"https:\/\/agenic.com\/ki-agenten-fuer-die-lieferkette\/"},"modified":"2026-09-30T04:19:36","modified_gmt":"2026-09-30T02:19:36","slug":"ai-agents-supply-chain","status":"publish","type":"page","link":"https:\/\/agenic.com\/en\/ai-automations\/ai-agents-supply-chain\/","title":{"rendered":"AI agents for the supply chain"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"2366\" class=\"elementor elementor-2366 elementor-1977\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cd8dd15 e-con e-atomic-element e-flexbox-base e-default-div ag-sektion \" data-id=\"cd8dd15\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"cd8dd15\" data-e-type=\"e-flexbox\" data-id=\"cd8dd15\">\n    \t\t<div class=\"elementor-element elementor-element-205cd89 ag-breite--standard ag-abstand-frei ag-deko-zeiger-global elementor-widget elementor-widget-ag_hero\" data-id=\"205cd89\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ag_hero.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <section class=\"ag-hero ag-hero--media-fact ag-hero--media ag-hero--medium-flywheel\" data-ag-anim=\"intro\">\n                        <div class=\"ag-hero__inner ag-hero__inner--media-fact ag-hero__inner--aufteilung-6-6\">\n                <div class=\"ag-hero__content\">\n                    <nav class=\"ag-hero__breadcrumb\" aria-label=\"Brotkrumen-Navigation\"><a class=\"ag-hero__breadcrumb-link\" href=\"\/en\/solutions\/ai-automation\/\">AI automation<\/a><span class=\"ag-hero__breadcrumb-trenner\" aria-hidden=\"true\">\/<\/span><span class=\"ag-hero__breadcrumb-aktuell\" aria-current=\"page\">AI agents for the supply chain<\/span><\/nav>                    <h1 class=\"ag-hero__headline\"><span class=\"ag-hero__zeile\"><span class=\"ag-hero__zeile-text\">AI\u00a0agents for\u00a0the\u00a0supply\u00a0chain<\/span><\/span><\/h1>\n                                            <div class=\"ag-hero__copy\"><p><strong>Every supply chain has fluctuations. It becomes critical when their effects show up too late.<\/strong><\/p>\n<p>Delivery dates shift, order quantities change. On top of that, information moves back and forth between the inbox, the ERP and the departments. What matters is how quickly that turns into a decision.<\/p><\/div>\n                                                                <div class=\"ag-hero__actions\">\n                            <a class=\"ag-button ag-button--gradient ag-button--m\" href=\"#kontakt\"><span class=\"ag-button__label\">Free agent consulting<\/span><svg class=\"ag-button__icon\" aria-hidden=\"true\" focusable=\"false\" width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\"><path d=\"M2 8h11m0 0-4-4m4 4-4 4\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/a>                        <\/div>\n                                                        <\/div>\n                <div class=\"ag-hero__media\">\n                            <div class=\"ag-media-fact ag-media-fact--flywheel ag-media-fact--karten-1 ag-media-fact--mittig\">\n                            <span class=\"ag-media-fact__flywheel\" aria-hidden=\"true\" data-ag-fw-scroll data-ag-anim=\"reveal\"><svg class=\"ag-media-fact__fw-svg\" viewBox=\"0 0 513 520\" fill=\"none\" focusable=\"false\"><defs>\n<linearGradient id=\"paint0_linear_505_1615-agfw1\" x1=\"14.1013\" y1=\"259.919\" x2=\"501.298\" y2=\"259.919\" gradientUnits=\"userSpaceOnUse\">\n<stop stop-color=\"#5EB231\"\/>\n<stop offset=\"0.31\" stop-color=\"#49B889\"\/>\n<stop offset=\"0.55\" stop-color=\"#3BBDCA\"\/>\n<stop offset=\"0.62\" stop-color=\"#39B9C5\"\/>\n<stop offset=\"0.69\" stop-color=\"#34AEB8\"\/>\n<stop offset=\"0.77\" stop-color=\"#2B9BA2\"\/>\n<stop offset=\"0.85\" stop-color=\"#1F8183\"\/>\n<stop offset=\"0.93\" stop-color=\"#10605C\"\/>\n<stop offset=\"1\" stop-color=\"#003D33\"\/>\n<\/linearGradient>\n<linearGradient id=\"paint1_linear_505_1615-agfw1\" x1=\"25.1035\" y1=\"257.978\" x2=\"512.296\" y2=\"257.978\" gradientUnits=\"userSpaceOnUse\">\n<stop stop-color=\"#5EB231\"\/>\n<stop offset=\"0.31\" stop-color=\"#49B889\"\/>\n<stop offset=\"0.55\" stop-color=\"#3BBDCA\"\/>\n<stop 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                       <div class=\"ag-float-fact-card ag-float-fact-card--text ag-float-fact-card--l\" data-ag-anim=\"none\">\n            <div class=\"ag-float-fact-card__stat\"><span class=\"ag-float-fact-card__wert ag-float-fact-card__wert--s\">AI\u00a0agents shorten the\u00a0path from the\u00a0first message to\u00a0the\u00a0response.<\/span><\/div>        <\/div>\n                        <\/div>\n                    <\/div>\n                        <\/div>\n            <\/div>\n        <\/section>\n        \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-d38d854 e-con e-atomic-element e-flexbox-base e-default-div ag-sektion \" data-id=\"d38d854\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"d38d854\" data-e-type=\"e-flexbox\" data-id=\"d38d854\">\n    \t\t<div class=\"elementor-element elementor-element-d651a20 ag-breite--standard ag-abstand-frei elementor-widget elementor-widget-ag_tabs_bar_pill\" data-id=\"d651a20\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ag_tabs_bar_pill.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"ag-tabs-bar-pill ag-tabs-bar-pill--light ag-tabs-bar-pill--m ag-tabs-bar-pill--verteilt ag-tabs-bar-pill--balken ag-tabs-bar-pill--ecken-weich ag-tabs-bar-pill--nummeriert\"\n\t\t\tdata-ag-anim=\"reveal\" data-ag-stil=\"e\" data-ag-mitlaufen=\"1\">\n\t\t\t<nav class=\"ag-tabs-bar-pill__leiste\" aria-label=\"Inhalt dieser Seite\" id=\"ag-tabs-bar-pill-leiste-d651a20\">\n\t\t\t\t<a class=\"ag-tab-item ag-tab-item--m ag-tab-item--linie-aus is-aktiv ag-tabs-bar-pill__reiter\" aria-current=\"true\" data-ag-nr=\"01\" href=\"#mehrwert\"><span class=\"ag-tab-item__label\">Added value<\/span><\/a><a class=\"ag-tab-item ag-tab-item--m ag-tab-item--linie-aus ag-tabs-bar-pill__reiter\" data-ag-nr=\"02\" href=\"#agentic-supply-chain\"><span class=\"ag-tab-item__label\">Agentic supply chain<\/span><\/a><a class=\"ag-tab-item ag-tab-item--m ag-tab-item--linie-aus ag-tabs-bar-pill__reiter\" data-ag-nr=\"03\" href=\"#technologien\"><span class=\"ag-tab-item__label\">Technologies<\/span><\/a><a class=\"ag-tab-item ag-tab-item--m ag-tab-item--linie-aus ag-tabs-bar-pill__reiter\" data-ag-nr=\"04\" href=\"#microsoft-agenten\"><span class=\"ag-tab-item__label\">Microsoft agents<\/span><\/a><a class=\"ag-tab-item ag-tab-item--m ag-tab-item--linie-aus ag-tabs-bar-pill__reiter\" data-ag-nr=\"05\" href=\"#rahmen-kontrolle\"><span class=\"ag-tab-item__label\">Scope &amp; control<\/span><\/a><a class=\"ag-tab-item ag-tab-item--m ag-tab-item--linie-aus ag-tabs-bar-pill__reiter\" data-ag-nr=\"06\" href=\"#standard-individuell\"><span class=\"ag-tab-item__label\">Standard or custom<\/span><\/a><a class=\"ag-tab-item ag-tab-item--m ag-tab-item--linie-aus ag-tabs-bar-pill__reiter\" data-ag-nr=\"07\" href=\"#warum-agenic\"><span class=\"ag-tab-item__label\">Why agenic<\/span><\/a><a class=\"ag-tab-item ag-tab-item--m ag-tab-item--linie-aus ag-tabs-bar-pill__reiter\" data-ag-nr=\"08\" href=\"#faq\"><span class=\"ag-tab-item__label\">FAQ<\/span><\/a>\t\t\t<\/nav>\n\t\t\t\t\t\t\t<div class=\"ag-tabs-bar-pill__mehr\">\n\t\t\t\t\t<button type=\"button\" class=\"ag-tabs-bar-pill__mehr-knopf\"\n\t\t\t\t\t\taria-expanded=\"false\" aria-controls=\"ag-tabs-bar-pill-leiste-d651a20-mehr\">\n\t\t\t\t\t\t<span class=\"ag-tabs-bar-pill__mehr-text\">Mehr<\/span>\n\t\t\t\t\t\t<svg class=\"ag-tabs-bar-pill__mehr-chevron\" aria-hidden=\"true\" viewBox=\"0 0 16 16\" width=\"16\" height=\"16\">\n\t\t\t\t\t\t\t<path d=\"M6 4l4 4-4 4\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/>\n\t\t\t\t\t\t<\/svg>\n\t\t\t\t\t<\/button>\n\t\t\t\t\t<div class=\"ag-tabs-bar-pill__mehr-liste\" id=\"ag-tabs-bar-pill-leiste-d651a20-mehr\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<span class=\"ag-tabs-bar-pill__indikator\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-e693ac9 e-con e-atomic-element e-flexbox-base e-default-div ag-sektion \" data-id=\"e693ac9\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"e693ac9\" id=\"mehrwert\" data-e-type=\"e-flexbox\" data-id=\"e693ac9\">\n    \t\t<div class=\"elementor-element elementor-element-ff730c8 ag-breite--standard ag-abstand-frei elementor-widget elementor-widget-ag_titlekombinationen\" data-id=\"ff730c8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ag_titlekombinationen.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div data-ag-anim=\"reveal\" class=\"ag-titlekombinationen ag-titlekombinationen--m ag-titlekombinationen--e1 ag-titlekombinationen--hell ag-titlekombinationen--split ag-titlekombinationen--stufe-sektion-38 ag-titlekombinationen--split-6\"><hr class=\"ag-divider ag-divider--auf-hell ag-titlekombinationen__divider\" data-ag-anim=\"reveal\"><div class=\"ag-titlekombinationen__eyebrow\"><span class=\"ag-titlekombinationen__num ag-titlekombinationen__num--auto\"><\/span><span class=\"ag-titlekombinationen__label\">Added value<\/span><\/div><div class=\"ag-titlekombinationen__title-container\"><h2 class=\"ag-titlekombinationen__headline\">Where AI agents create real value in the supply chain<\/h2><p class=\"ag-titlekombinationen__strapline\">The benefit is clearest where a lot is still done by hand today. In four areas of purchasing and supply chain, AI agents already provide noticeable relief.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2a21e0d ag-breite--standard ag-abstand-frei ag-deko-zeiger-global elementor-widget elementor-widget-ag_accordion_text_panel\" data-id=\"2a21e0d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ag_accordion_text_panel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"ag-accordion-text-panel ag-accordion-text-panel--text-m\" data-ag-anim=\"reveal\">\n\t\t\t\t\t\t<div class=\"ag-accordion-text-panel__inner\">\n\t\t\t\t<div class=\"ag-accordion-text-panel__liste\"><div class=\"ag-accordion ag-accordion--light ag-accordion--l ag-accordion--antwort-m ag-accordion--chevron-quer\" data-ag-anim=\"none\"><details class=\"ag-accordion__item\" name=\"ag-atp-2a21e0d\" open><summary class=\"ag-accordion__frage\" id=\"ag-atp-2a21e0d-frage-1\"><h3 class=\"ag-accordion__frage-text\">Automating supplier communication<\/h3><svg class=\"ag-accordion__chevron\" width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M3 6l5 5 5-5\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/summary><\/details><details class=\"ag-accordion__item\" name=\"ag-atp-2a21e0d\"><summary class=\"ag-accordion__frage\" id=\"ag-atp-2a21e0d-frage-2\"><h3 class=\"ag-accordion__frage-text\">Processing order changes faster<\/h3><svg class=\"ag-accordion__chevron\" width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M3 6l5 5 5-5\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/summary><\/details><details class=\"ag-accordion__item\" name=\"ag-atp-2a21e0d\"><summary class=\"ag-accordion__frage\" id=\"ag-atp-2a21e0d-frage-3\"><h3 class=\"ag-accordion__frage-text\">Spotting effects before they become a problem<\/h3><svg class=\"ag-accordion__chevron\" width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M3 6l5 5 5-5\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/summary><\/details><details class=\"ag-accordion__item\" name=\"ag-atp-2a21e0d\"><summary class=\"ag-accordion__frage\" id=\"ag-atp-2a21e0d-frage-4\"><h3 class=\"ag-accordion__frage-text\">Keeping delivery promises more reliably<\/h3><svg class=\"ag-accordion__chevron\" width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M3 6l5 5 5-5\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/summary><\/details><\/div><\/div>\n\t\t\t\t<div class=\"ag-accordion-text-panel__text\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"ag-accordion-text-panel__eintrag\"\n\t\t\t\t\t\t\trole=\"region\"\n\t\t\t\t\t\t\taria-labelledby=\"ag-atp-2a21e0d-frage-1\">\n\t\t\t\t\t\t\t<p>A large part of everyday purchasing consists of following up: tracking order confirmations, reminding suppliers and checking announced delays.<\/p><p>Information from responses comes from mailboxes, Excel lists and personal agreements. In the end it usually lands in the ERP by hand. That creates media breaks, and the process quickly depends on individuals.<\/p><p>An AI agent reads incoming supplier emails, recognizes order confirmations and classifies change requests. If a confirmation is still outstanding, it prepares the follow-up or reminds the supplier. If a delay is emerging, it notices before anyone actively looks.<\/p><p><strong>Your team wins back time and can look after the important supplier relationships.<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"ag-accordion-text-panel__eintrag\"\n\t\t\t\t\t\t\trole=\"region\"\n\t\t\t\t\t\t\taria-labelledby=\"ag-atp-2a21e0d-frage-2\">\n\t\t\t\t\t\t\t<p>Suppliers regularly adjust dates, quantities and availability. The change itself is not the real problem here, but the question of whether it is reliably carried into the ERP, planning and all dependent processes.<\/p><p>An agent recognizes whether a date, a quantity or an entire order is changing and finds the matching transaction. The new information is assigned automatically to the right document instead of sitting in a mailbox.<\/p><p><strong>Your order data stays current without anyone constantly maintaining it. Changes are visible immediately where planning continues.<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"ag-accordion-text-panel__eintrag\"\n\t\t\t\t\t\t\trole=\"region\"\n\t\t\t\t\t\t\taria-labelledby=\"ag-atp-2a21e0d-frage-3\">\n\t\t\t\t\t\t\t<p>A delivery delay rarely affects purchasing alone. Stock, production planning and open customer orders are quickly drawn in. That often only becomes visible once operational problems have already arisen.<\/p><p>For exactly this case, Dynamics 365 offers the Impact Analysis of the Procurement Agent. It automatically assesses how a supplier change affects stock, production and customer deliveries, and makes the consequences visible early.<\/p><p><strong>You see risks early. Purchasing gains time to counter-steer.<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"ag-accordion-text-panel__eintrag\"\n\t\t\t\t\t\t\trole=\"region\"\n\t\t\t\t\t\t\taria-labelledby=\"ag-atp-2a21e0d-frage-4\">\n\t\t\t\t\t\t\t<p>Many will know the situation. A delivery date is confirmed, then material is redistributed or a capacity shifts, and the promise comes under pressure. The result is extra coordination and declining planning certainty.<\/p><p>A modern supply chain never looks at a change on its own. It always sets it in the context of existing commitments and dependencies. That makes it possible to judge early which dates are really at risk and where everything stays on plan.<\/p><p><strong>Commitments are based on the actual status, and you keep them towards your customers more reliably.<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<figure class=\"ag-accordion-text-panel__ruhe\"><img loading=\"lazy\" width=\"800\" height=\"598\" src=\"https:\/\/agenic.com\/wp-content\/uploads\/2026\/09\/AIlieferkette-1024x765.png\" class=\"attachment-large size-large\" alt=\"KI Agent Lieferkette\" loading=\"lazy\" decoding=\"async\" srcset=\"https:\/\/agenic.com\/wp-content\/uploads\/2026\/09\/AIlieferkette-1024x765.png 1024w, https:\/\/agenic.com\/wp-content\/uploads\/2026\/09\/AIlieferkette-300x224.png 300w, https:\/\/agenic.com\/wp-content\/uploads\/2026\/09\/AIlieferkette-768x573.png 768w, https:\/\/agenic.com\/wp-content\/uploads\/2026\/09\/AIlieferkette.png 1200w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<div class=\"ag-accordion-text-panel__fuss\" aria-hidden=\"true\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-7e62807 e-con e-atomic-element e-flexbox-base e-default-div ag-sektion ag-inhalt \" data-id=\"7e62807\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"7e62807\" id=\"supply-chain\" data-e-type=\"e-flexbox\" data-id=\"7e62807\">\n    \t\t<div class=\"elementor-element elementor-element-a9c563d ag-breite--voll ag-abstand-frei ag-deko-zeiger-global elementor-widget elementor-widget-ag_card_grid\" data-id=\"a9c563d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ag_card_grid.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t                                                <section class=\"ag-card-grid ag-card-grid--light\" data-ag-anim=\"inhalt\">\n                        <div class=\"ag-card-grid__inner\">\n                <div class=\"ag-titlekombinationen ag-titlekombinationen--m ag-titlekombinationen--e1 ag-titlekombinationen--hell ag-titlekombinationen--stacked ag-titlekombinationen--stufe-sektion-38 ag-card-grid__titel\"><hr class=\"ag-divider ag-divider--auf-hell ag-titlekombinationen__divider\" data-ag-anim=\"reveal\"><div class=\"ag-titlekombinationen__eyebrow\"><span class=\"ag-titlekombinationen__num ag-titlekombinationen__num--auto\"><\/span><span class=\"ag-titlekombinationen__label\">Agentic supply chain<\/span><\/div><div class=\"ag-titlekombinationen__title-container\"><h2 class=\"ag-titlekombinationen__headline\">From reactive purchasing to an agentic supply chain<\/h2><p class=\"ag-titlekombinationen__strapline\">Individual AI functions solve individual tasks. A truly intelligent supply chain only emerges when these building blocks work together.<\/p><\/div><\/div>\n                                \n                                                        <div class=\"ag-card-grid__container ag-card-grid__container--2\">\n                                <div class=\"ag-glow-huelle\">\n        <span class=\"ag-glow-huelle__schein\" aria-hidden=\"true\"><\/span>\n        <article class=\"ag-card ag-card--lightest ag-card--medien-innen ag-card--icon-oben\" data-ag-anim=\"none\">\n                                        <span class=\"ag-ai-badge-rahmen ag-card__media-rahmen\"><img decoding=\"async\" class=\"ag-card__media\" src=\"https:\/\/agenic.com\/wp-content\/uploads\/2026\/09\/Intelligente-Prozesse.png\"\n                     alt=\"KI Automation - Intelligente Prozesse\" loading=\"lazy\" style=\"--ag-card-media-fit:cover;--ag-card-media-position:center;\"><span class=\"ag-ai-badge ag-ai-badge--unten-rechts\" lang=\"en\"><span class=\"ag-ai-badge__kuerzel\">AI<\/span> <span class=\"ag-ai-badge__label\">GENERATED<\/span><\/span><\/span>                        <div class=\"ag-card__content\">\n                <div class=\"ag-card__header\">\n                    <div class=\"ag-card__title-row\">\n                                                                        <h3 class=\"ag-card__titel\">Intelligence emerges from interplay<\/h3>\n                                                                    <\/div>\n                                            <div class=\"ag-card__text\"><p>An agent for supplier emails, a workflow for approvals and an ERP system do not add up to an intelligent supply chain. What matters is how well data, processes, responsibilities and decisions mesh. Only that interplay turns many individual functions into an end-to-end workflow.<\/p><\/div>\n                                    <\/div>\n\n                            <\/div>\n        <\/article>\n        <\/div>\n                <div class=\"ag-glow-huelle\">\n        <span class=\"ag-glow-huelle__schein\" aria-hidden=\"true\"><\/span>\n        <article class=\"ag-card ag-card--lightest ag-card--medien-innen ag-card--icon-oben\" data-ag-anim=\"none\">\n                                        <span class=\"ag-ai-badge-rahmen ag-card__media-rahmen\"><img decoding=\"async\" class=\"ag-card__media\" src=\"https:\/\/agenic.com\/wp-content\/uploads\/2026\/09\/MotivKontrollraum-Badge-Positionrechts-unten.png\"\n                     alt=\"Maschinenkontrollraum\" loading=\"lazy\" style=\"--ag-card-media-fit:cover;--ag-card-media-position:center;\"><span class=\"ag-ai-badge ag-ai-badge--unten-rechts\" lang=\"en\"><span class=\"ag-ai-badge__kuerzel\">AI<\/span> <span class=\"ag-ai-badge__label\">GENERATED<\/span><\/span><\/span>                        <div class=\"ag-card__content\">\n                <div class=\"ag-card__header\">\n                    <div class=\"ag-card__title-row\">\n                                                                        <h3 class=\"ag-card__titel\">When transparency ends at system boundaries<\/h3>\n                                                                    <\/div>\n                                            <div class=\"ag-card__text\"><p>The typical friction lies at the transitions. Information moves back and forth between ERP, email, supplier portals and departments, and that is exactly where time and overview are lost. What one system has long known often arrives in the next only with a delay. Responses then take longer than they need to.<\/p><\/div>\n                                    <\/div>\n\n                            <\/div>\n        <\/article>\n        <\/div>\n                            <\/div>\n                                    \n                            <\/div>\n        <\/section>\n        \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-06ee747 ag-breite--container ag-abstand-frei elementor-widget elementor-widget-ag_titlekombinationen\" data-id=\"06ee747\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ag_titlekombinationen.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div data-ag-anim=\"reveal\" class=\"ag-titlekombinationen ag-titlekombinationen--s ag-titlekombinationen--e1 ag-titlekombinationen--hell ag-titlekombinationen--stacked ag-titlekombinationen--stufe-panel-24\"><div class=\"ag-titlekombinationen__title-container\"><h3 class=\"ag-titlekombinationen__headline\">When information is turned into decisions automatically<\/h3><p class=\"ag-titlekombinationen__strapline\">The actual decision stays with people. The agent only makes sure it is made on a complete basis.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1cd6512 ag-breite--standard ag-abstand-frei elementor-widget elementor-widget-ag_step_list\" data-id=\"1cd6512\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ag_step_list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ol class=\"ag-step-list ag-step-list--gr-m ag-step-list--eng\" data-ag-anim=\"reveal\"><li class=\"ag-step-list__item\" style=\"--ag-step-list-i:0\"><hr class=\"ag-divider ag-divider--subtle ag-step-list__trenner\" data-ag-anim=\"reveal\"><div class=\"ag-step-list__zeile\"><span class=\"ag-step-list__nummer\" aria-hidden=\"true\">01<\/span><p class=\"ag-step-list__copy\">A supplier reports a change of date<\/p><\/div><\/li><li class=\"ag-step-list__item\" style=\"--ag-step-list-i:1\"><hr class=\"ag-divider ag-divider--subtle ag-step-list__trenner\" data-ag-anim=\"reveal\"><div class=\"ag-step-list__zeile\"><span class=\"ag-step-list__nummer\" aria-hidden=\"true\">02<\/span><p class=\"ag-step-list__copy\">The agent recognizes the change<\/p><\/div><\/li><li class=\"ag-step-list__item\" style=\"--ag-step-list-i:2\"><hr class=\"ag-divider ag-divider--subtle ag-step-list__trenner\" data-ag-anim=\"reveal\"><div class=\"ag-step-list__zeile\"><span class=\"ag-step-list__nummer\" aria-hidden=\"true\">03<\/span><p class=\"ag-step-list__copy\">The affected order is identified<\/p><\/div><\/li><li class=\"ag-step-list__item\" style=\"--ag-step-list-i:3\"><hr class=\"ag-divider ag-divider--subtle ag-step-list__trenner\" data-ag-anim=\"reveal\"><div class=\"ag-step-list__zeile\"><span class=\"ag-step-list__nummer\" aria-hidden=\"true\">04<\/span><p class=\"ag-step-list__copy\">The effects on stock and production are assessed<\/p><\/div><\/li><li class=\"ag-step-list__item\" style=\"--ag-step-list-i:4\"><hr class=\"ag-divider ag-divider--subtle ag-step-list__trenner\" data-ag-anim=\"reveal\"><div class=\"ag-step-list__zeile\"><span class=\"ag-step-list__nummer\" aria-hidden=\"true\">05<\/span><p class=\"ag-step-list__copy\">The responsible people are informed<\/p><\/div><\/li><li class=\"ag-step-list__item\" style=\"--ag-step-list-i:5\"><hr class=\"ag-divider ag-divider--subtle ag-step-list__trenner\" data-ag-anim=\"reveal\"><div class=\"ag-step-list__zeile\"><span class=\"ag-step-list__nummer\" aria-hidden=\"true\">06<\/span><p class=\"ag-step-list__copy\">The buyer decides on the next steps<\/p><\/div><\/li><\/ol>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1548893 ag-breite--voll ag-abstand-frei ag-deko-zeiger-global elementor-widget elementor-widget-ag_statement_band\" data-id=\"1548893\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ag_statement_band.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t                <section class=\"ag-statement-band\" data-ag-anim=\"reveal\">\n                        <div class=\"ag-statement-band__inner\">\n                                <h3 class=\"ag-statement-band__statement\">People decide. Agents prepare the decision.<\/h3>\n                                    <div class=\"ag-statement-band__logo\" aria-hidden=\"true\"><svg class=\"ag-logo-mark\" viewBox=\"0 0 125 133\" fill=\"none\" aria-hidden=\"true\" focusable=\"false\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><g class=\"ag-logo-mark__wheel\"><path d=\"M28.8241 55.8769L29.0816 55.7911L25.82 44.2466L25.5195 44.3753C16.2496 47.9803 8.69628 54.8898 4.23298 63.8164C-0.273234 72.8289 -1.21737 83.0859 1.57219 92.6991L1.65804 92.9995L12.8162 89.7808L13.1167 89.695L13.0308 89.3946C9.12546 75.8759 15.9492 61.499 28.8241 55.8769Z\" fill=\"currentColor\"\/><path d=\"M17.2367 35.2345L17.4512 35.0199C27.1932 24.8917 43.0723 23.5612 54.4022 31.9299L54.6168 32.1016L62.9854 23.5183L62.7279 23.3038C55.003 17.0809 45.261 13.9909 35.2615 14.5917C25.2191 15.1926 15.8633 19.5271 8.91088 26.7371L8.69629 26.9516L17.065 35.0199L17.2796 35.2345H17.2367Z\" fill=\"currentColor\"\/><path d=\"M87.8767 42.1009V42.3584L99.4641 45.3196V44.9763C101.009 35.1485 98.8204 25.149 93.3271 16.8232C87.7909 8.45451 79.3793 2.48914 69.6373 0.0858265L69.3369 0L66.4614 11.5445L66.7619 11.6303C80.4093 15.0207 89.4646 28.1102 87.8767 42.058V42.1009Z\" fill=\"currentColor\"\/><path d=\"M107.403 96.8621L107.189 97.0766C97.4465 107.205 81.5675 108.535 70.2376 100.167L70.023 99.995L61.6543 108.578L61.9118 108.793C69.0788 114.544 77.9625 117.591 86.975 117.591C90.6229 117.591 94.2707 117.076 97.8328 116.089C104.614 114.157 110.794 110.467 115.729 105.359L115.944 105.145L107.575 97.0766L107.36 96.8621H107.403Z\" fill=\"currentColor\"\/><path d=\"M123.069 39.3971L122.984 39.0967L111.825 42.3154L111.525 42.4012L111.611 42.7017C115.516 56.2203 108.692 70.5973 95.8175 76.2193L95.5601 76.3051L98.8217 87.8496L99.1221 87.7209C108.392 84.1159 115.945 77.2064 120.409 68.2798C124.915 59.2674 125.859 49.0104 123.069 39.3971Z\" fill=\"currentColor\"\/><path d=\"M40.5825 107.634C37.3637 102.27 36.0333 96.1757 36.7629 89.9529V89.6954L25.1755 86.7341V87.0775C23.6734 96.4332 25.4759 105.66 30.3684 113.771C35.9046 122.913 44.6166 129.393 55.0023 131.968L55.3028 132.054L58.1782 120.509L57.8777 120.423C50.582 118.621 44.4449 114.072 40.5825 107.634Z\" fill=\"currentColor\"\/><\/g><\/svg><\/div>\n                                            <\/div>\n        <\/section>\n        \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-ffb6809 e-con e-atomic-element e-flexbox-base e-default-div ag-sektion ag-inhalt \" data-id=\"ffb6809\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"ffb6809\" id=\"drei-ebenen\" data-e-type=\"e-flexbox\" data-id=\"ffb6809\">\n    \t\t<div class=\"elementor-element elementor-element-cb356e2 ag-breite--standard ag-abstand-frei elementor-widget elementor-widget-ag_titlekombinationen\" data-id=\"cb356e2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ag_titlekombinationen.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div data-ag-anim=\"reveal\" class=\"ag-titlekombinationen ag-titlekombinationen--m ag-titlekombinationen--e1 ag-titlekombinationen--hell ag-titlekombinationen--split ag-titlekombinationen--stufe-sektion-38 ag-titlekombinationen--split-6\"><hr class=\"ag-divider ag-divider--auf-hell ag-titlekombinationen__divider\" data-ag-anim=\"reveal\"><div class=\"ag-titlekombinationen__eyebrow\"><span class=\"ag-titlekombinationen__num ag-titlekombinationen__num--auto\"><\/span><span class=\"ag-titlekombinationen__label\">Technologies<\/span><\/div><div class=\"ag-titlekombinationen__title-container\"><h2 class=\"ag-titlekombinationen__headline\">Modern supply chains consist of more than AI agents<\/h2><p class=\"ag-titlekombinationen__strapline\">As useful as agents are, they remain one part of the picture. A dependable supply chain rests on three levels that work together.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8dbbc60 ag-breite--voll ag-abstand-frei ag-deko-zeiger-global elementor-widget elementor-widget-ag_card_grid\" data-id=\"8dbbc60\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ag_card_grid.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t                                                <section class=\"ag-card-grid ag-card-grid--lightest\" data-ag-anim=\"inhalt\">\n                        <div class=\"ag-card-grid__inner\">\n                \n                                \n                                                        <div class=\"ag-card-grid__container ag-card-grid__container--3\">\n                                <div class=\"ag-glow-huelle\">\n        <span class=\"ag-glow-huelle__schein\" aria-hidden=\"true\"><\/span>\n        <article class=\"ag-card ag-card--light ag-card--medien-keine ag-card--icon-oben\" data-ag-anim=\"none\">\n                                    <div class=\"ag-card__content\">\n                <div class=\"ag-card__header\">\n                    <div class=\"ag-card__title-row\">\n                                                    <div class=\"ag-card__marker-row\">\n                                <span class=\"ag-icon-badge ag-icon-badge--darkest ag-icon-badge--l ag-card__icon\" aria-hidden=\"true\"><i aria-hidden=\"true\" focusable=\"false\" class=\"fal fa-database\"><\/i><\/span>                            <\/div>\n                                                                        <h3 class=\"ag-card__titel\">ERP<\/h3>\n                                                                    <\/div>\n                                            <div class=\"ag-card__text\"><p><strong>A reliable data basis.<\/strong><\/p><p>Solutions such as Dynamics 365 Supply Chain Management keep orders, stock, planning and delivery commitments together in one place and ensure that everyone involved works from the same status. Without this clean data basis, even the best agent runs into nothing.<\/p><\/div>\n                                    <\/div>\n\n                            <\/div>\n        <\/article>\n        <\/div>\n                <div class=\"ag-glow-huelle\">\n        <span class=\"ag-glow-huelle__schein\" aria-hidden=\"true\"><\/span>\n        <article class=\"ag-card ag-card--light ag-card--medien-keine ag-card--icon-oben\" data-ag-anim=\"none\">\n                                    <div class=\"ag-card__content\">\n                <div class=\"ag-card__header\">\n                    <div class=\"ag-card__title-row\">\n                                                    <div class=\"ag-card__marker-row\">\n                                <span class=\"ag-icon-badge ag-icon-badge--darkest ag-icon-badge--l ag-card__icon\" aria-hidden=\"true\"><i aria-hidden=\"true\" focusable=\"false\" class=\"fal fa-repeat-alt\"><\/i><\/span>                            <\/div>\n                                                                        <h3 class=\"ag-card__titel\">Automation<\/h3>\n                                                                    <\/div>\n                                            <div class=\"ag-card__text\"><p><strong>Recurring processes.<\/strong><\/p><p>Not every task needs artificial intelligence. Many recurring workflows can be handled reliably through workflows, notifications and automatic data matching. That is often the fastest and lowest-maintenance option, and it keeps AI free for the genuinely tricky cases.<\/p><\/div>\n                                    <\/div>\n\n                            <\/div>\n        <\/article>\n        <\/div>\n                <div class=\"ag-glow-huelle\">\n        <span class=\"ag-glow-huelle__schein\" aria-hidden=\"true\"><\/span>\n        <article class=\"ag-card ag-card--light ag-card--medien-keine ag-card--icon-oben\" data-ag-anim=\"none\">\n                                    <div class=\"ag-card__content\">\n                <div class=\"ag-card__header\">\n                    <div class=\"ag-card__title-row\">\n                                                    <div class=\"ag-card__marker-row\">\n                                <span class=\"ag-icon-badge ag-icon-badge--darkest ag-icon-badge--l ag-card__icon\" aria-hidden=\"true\"><i aria-hidden=\"true\" focusable=\"false\" class=\"fal fa-robot\"><\/i><\/span>                            <\/div>\n                                                                        <h3 class=\"ag-card__titel\">AI agents<\/h3>\n                                                                    <\/div>\n                                            <div class=\"ag-card__text\"><p><strong>Analysis, prioritization and exceptions.<\/strong><\/p><p>AI agents play to their strengths where things get complicated. As soon as information has to be interpreted, effects weighed up or exceptions handled, fixed rules reach their limits. An agent reads the context, prioritizes and prepares a decision.<\/p><\/div>\n                                    <\/div>\n\n                            <\/div>\n        <\/article>\n        <\/div>\n                            <\/div>\n                                    \n                            <\/div>\n        <\/section>\n        \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dcf9483 ag-breite--standard ag-abstand-frei ag-deko-zeiger-global elementor-widget elementor-widget-ag_statement_band\" data-id=\"dcf9483\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ag_statement_band.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t                <section class=\"ag-statement-band\" data-ag-anim=\"reveal\">\n                        <div class=\"ag-statement-band__inner\">\n                                <h3 class=\"ag-statement-band__statement\">Standard automation handles the expected. AI agents take care of the exception.<\/h3>\n                                    <div class=\"ag-statement-band__logo\" aria-hidden=\"true\"><svg class=\"ag-logo-mark\" viewBox=\"0 0 125 133\" fill=\"none\" aria-hidden=\"true\" focusable=\"false\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><g class=\"ag-logo-mark__wheel\"><path d=\"M28.8241 55.8769L29.0816 55.7911L25.82 44.2466L25.5195 44.3753C16.2496 47.9803 8.69628 54.8898 4.23298 63.8164C-0.273234 72.8289 -1.21737 83.0859 1.57219 92.6991L1.65804 92.9995L12.8162 89.7808L13.1167 89.695L13.0308 89.3946C9.12546 75.8759 15.9492 61.499 28.8241 55.8769Z\" fill=\"currentColor\"\/><path d=\"M17.2367 35.2345L17.4512 35.0199C27.1932 24.8917 43.0723 23.5612 54.4022 31.9299L54.6168 32.1016L62.9854 23.5183L62.7279 23.3038C55.003 17.0809 45.261 13.9909 35.2615 14.5917C25.2191 15.1926 15.8633 19.5271 8.91088 26.7371L8.69629 26.9516L17.065 35.0199L17.2796 35.2345H17.2367Z\" fill=\"currentColor\"\/><path d=\"M87.8767 42.1009V42.3584L99.4641 45.3196V44.9763C101.009 35.1485 98.8204 25.149 93.3271 16.8232C87.7909 8.45451 79.3793 2.48914 69.6373 0.0858265L69.3369 0L66.4614 11.5445L66.7619 11.6303C80.4093 15.0207 89.4646 28.1102 87.8767 42.058V42.1009Z\" fill=\"currentColor\"\/><path d=\"M107.403 96.8621L107.189 97.0766C97.4465 107.205 81.5675 108.535 70.2376 100.167L70.023 99.995L61.6543 108.578L61.9118 108.793C69.0788 114.544 77.9625 117.591 86.975 117.591C90.6229 117.591 94.2707 117.076 97.8328 116.089C104.614 114.157 110.794 110.467 115.729 105.359L115.944 105.145L107.575 97.0766L107.36 96.8621H107.403Z\" fill=\"currentColor\"\/><path d=\"M123.069 39.3971L122.984 39.0967L111.825 42.3154L111.525 42.4012L111.611 42.7017C115.516 56.2203 108.692 70.5973 95.8175 76.2193L95.5601 76.3051L98.8217 87.8496L99.1221 87.7209C108.392 84.1159 115.945 77.2064 120.409 68.2798C124.915 59.2674 125.859 49.0104 123.069 39.3971Z\" fill=\"currentColor\"\/><path d=\"M40.5825 107.634C37.3637 102.27 36.0333 96.1757 36.7629 89.9529V89.6954L25.1755 86.7341V87.0775C23.6734 96.4332 25.4759 105.66 30.3684 113.771C35.9046 122.913 44.6166 129.393 55.0023 131.968L55.3028 132.054L58.1782 120.509L57.8777 120.423C50.582 118.621 44.4449 114.072 40.5825 107.634Z\" fill=\"currentColor\"\/><\/g><\/svg><\/div>\n                                            <\/div>\n        <\/section>\n        \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-944d310 e-con e-atomic-element e-flexbox-base e-default-div ag-sektion ag-inhalt \" data-id=\"944d310\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"944d310\" id=\"microsoft-agenten\" data-e-type=\"e-flexbox\" data-id=\"944d310\">\n    \t\t<div class=\"elementor-element elementor-element-042115e ag-breite--standard ag-abstand-frei elementor-widget elementor-widget-ag_titlekombinationen\" data-id=\"042115e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ag_titlekombinationen.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div data-ag-anim=\"reveal\" class=\"ag-titlekombinationen ag-titlekombinationen--m ag-titlekombinationen--e1 ag-titlekombinationen--hell ag-titlekombinationen--split ag-titlekombinationen--stufe-sektion-38 ag-titlekombinationen--split-6\"><hr class=\"ag-divider ag-divider--auf-hell ag-titlekombinationen__divider\" data-ag-anim=\"reveal\"><div class=\"ag-titlekombinationen__eyebrow\"><span class=\"ag-titlekombinationen__num ag-titlekombinationen__num--auto\"><\/span><span class=\"ag-titlekombinationen__label\">Microsoft agents<\/span><\/div><div class=\"ag-titlekombinationen__title-container\"><h2 class=\"ag-titlekombinationen__headline\">Which Microsoft agents already support the supply chain<\/h2><p class=\"ag-titlekombinationen__strapline\">Microsoft Dynamics 365 Supply Chain Management already provides AI agents for purchasing and supply chain processes. They help automate supplier communication, assess changes and respond faster to disruptions in the supply chain.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f52a75 ag-breite--standard ag-abstand-frei ag-deko-zeiger-global elementor-widget elementor-widget-ag_card_grid\" data-id=\"1f52a75\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ag_card_grid.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t                                                <section class=\"ag-card-grid ag-card-grid--lightest ag-card-grid--min-hoehe-aus\" data-ag-anim=\"inhalt\">\n                        <div class=\"ag-card-grid__inner\">\n                \n                                \n                                                        <div class=\"ag-card-grid__container ag-card-grid__container--1\">\n                                <div class=\"ag-glow-huelle\">\n        <span class=\"ag-glow-huelle__schein\" aria-hidden=\"true\"><\/span>\n        <article class=\"ag-card ag-card--light ag-card--medien-keine ag-card--icon-oben\" data-ag-anim=\"none\">\n                                    <div class=\"ag-card__content\">\n                <div class=\"ag-card__header\">\n                    <div class=\"ag-card__title-row\">\n                                                    <div class=\"ag-card__marker-row\">\n                                <div class=\"ag-card__pills\"><span class=\"ag-pill ag-pill--monochrom\">Microsoft Dynamics 365 SCM \u00b7 production-ready preview<\/span><\/div>                            <\/div>\n                                                                        <h4 class=\"ag-card__titel\">Procurement Agent<\/h4>\n                                                                    <\/div>\n                                            <div class=\"ag-card__text\"><p>The Procurement Agent supports purchasing teams in handling supplier changes and helps assess their effects on orders and delivery commitments. It combines several functions that work together along the procurement process.<\/p><\/div>\n                                    <\/div>\n\n                            <\/div>\n        <\/article>\n        <\/div>\n                            <\/div>\n                                    \n                            <\/div>\n        <\/section>\n        \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-796fda8 ag-breite--voll ag-abstand-frei ag-deko-zeiger-global elementor-widget elementor-widget-ag_card_grid\" data-id=\"796fda8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ag_card_grid.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t                                                <section class=\"ag-card-grid ag-card-grid--lightest\" data-ag-anim=\"inhalt\">\n                        <div class=\"ag-card-grid__inner\">\n                \n                                \n                                                        <div class=\"ag-card-grid__container ag-card-grid__container--2\">\n                                <div class=\"ag-glow-huelle\">\n        <span class=\"ag-glow-huelle__schein\" aria-hidden=\"true\"><\/span>\n        <article class=\"ag-card ag-card--light ag-card--medien-keine ag-card--icon-oben ag-card--klickbar\" data-ag-anim=\"none\">\n            <a class=\"ag-card__flaechenlink\" href=\"https:\/\/www.inway.de\/blog\/lieferantenkommunikation-automatisieren-in-dynamics-365-der-supplier-communications-agent\" target=\"_blank\" tabindex=\"-1\" aria-hidden=\"true\"><\/a>                        <div class=\"ag-card__content\">\n                <div class=\"ag-card__header\">\n                    <div class=\"ag-card__title-row\">\n                                                                        <h3 class=\"ag-card__titel\">Supplier Communications<\/h3>\n                                                                    <\/div>\n                                            <div class=\"ag-card__text\"><p>Processes incoming supplier communication, recognizes order confirmations and change requests and supports automated follow-ups. Purchasing and suppliers stay on the same information level.<\/p><\/div>\n                                    <\/div>\n\n                                    <div class=\"ag-card__footer\">\n                        <hr class=\"ag-divider ag-divider--auf-hell\"><a class=\"ag-button ag-button--text ag-button--m ag-card__aktion\" aria-label=\"More about supplier communication with AI\" href=\"https:\/\/www.inway.de\/blog\/lieferantenkommunikation-automatisieren-in-dynamics-365-der-supplier-communications-agent\" target=\"_blank\"><span class=\"ag-button__label\">More about supplier communication with AI<\/span><svg class=\"ag-button__icon ag-button__icon--extern\" aria-hidden=\"true\" focusable=\"false\" width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\"><path d=\"M13 9.5V13a1 1 0 0 1-1 1H3a1 1 0 0 1-1-1V4a1 1 0 0 1 1-1h3.5M10 2h4v4M14 2 7.5 8.5\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/a>                    <\/div>\n                            <\/div>\n        <\/article>\n        <\/div>\n                <div class=\"ag-glow-huelle\">\n        <span class=\"ag-glow-huelle__schein\" aria-hidden=\"true\"><\/span>\n        <article class=\"ag-card ag-card--light ag-card--medien-keine ag-card--icon-oben\" data-ag-anim=\"none\">\n                                    <div class=\"ag-card__content\">\n                <div class=\"ag-card__header\">\n                    <div class=\"ag-card__title-row\">\n                                                                        <h3 class=\"ag-card__titel\">Impact Analysis<\/h3>\n                                                                    <\/div>\n                                            <div class=\"ag-card__text\"><p>Automatically assesses the effects of supplier changes on stock, production and customer orders. Risks become visible early and well-founded decisions are easier to make.<\/p><\/div>\n                                    <\/div>\n\n                            <\/div>\n        <\/article>\n        <\/div>\n                            <\/div>\n                                    \n                            <\/div>\n        <\/section>\n        \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-643f425 ag-breite--container ag-deko-zeiger-global elementor-widget elementor-widget-ag_cta_band\" data-id=\"643f425\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ag_cta_band.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t                <div class=\"ag-cta-band ag-cta-band--gradient\"\n             data-ag-anim=\"reveal\">\n                        <div class=\"ag-cta-band__content\">\n                <h3 class=\"ag-cta-band__title\">Introducing agents into your supply chain<\/h3>\n                                    <div class=\"ag-cta-band__copy\"><p>Microsoft delivers the technology. The real value emerges where agents meet existing supply chain processes, systems and responsibilities. That is where we come in, supporting the rollout, adaptation and extension of AI agents for the supply chain.<\/p><\/div>\n                            <\/div>\n\n                            <div class=\"ag-cta-band__actions\">\n                    <a class=\"ag-button ag-button--gradient ag-button--m ag-button--inverse\" href=\"#kontakt\"><span class=\"ag-button__label\">Arrange agent consulting<\/span><svg class=\"ag-button__icon\" aria-hidden=\"true\" focusable=\"false\" width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\"><path d=\"M2 8h11m0 0-4-4m4 4-4 4\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/a>                <\/div>\n                    <\/div>\n        \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-658134c e-con e-atomic-element e-flexbox-base e-default-div ag-sektion \" data-id=\"658134c\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"658134c\" id=\"rahmen\" data-e-type=\"e-flexbox\" data-id=\"658134c\">\n    \t\t<div class=\"elementor-element elementor-element-bd1273e ag-breite--standard ag-abstand-frei elementor-widget elementor-widget-ag_titlekombinationen\" data-id=\"bd1273e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ag_titlekombinationen.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div data-ag-anim=\"reveal\" class=\"ag-titlekombinationen ag-titlekombinationen--m ag-titlekombinationen--e1 ag-titlekombinationen--hell ag-titlekombinationen--split ag-titlekombinationen--stufe-sektion-38 ag-titlekombinationen--split-6\"><hr class=\"ag-divider ag-divider--auf-hell ag-titlekombinationen__divider\" data-ag-anim=\"reveal\"><div class=\"ag-titlekombinationen__eyebrow\"><span class=\"ag-titlekombinationen__num ag-titlekombinationen__num--auto\"><\/span><span class=\"ag-titlekombinationen__label\">Scope &amp; control<\/span><\/div><div class=\"ag-titlekombinationen__title-container\"><h2 class=\"ag-titlekombinationen__headline\">You define how much an agent decides on its own<\/h2><p class=\"ag-titlekombinationen__strapline\">In the supply chain, every change carries its own weight. A delivery postponed by two days is something different from a quantity cut in the middle of production. That determines how much an agent takes on itself and when it involves a person. Because it assesses the consequences of a change through the Impact Analysis, it handles the small cases within your rules and escalates the critical ones deliberately.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-359ec65 ag-breite--standard ag-abstand-frei elementor-widget elementor-widget-ag_table\" data-id=\"359ec65\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ag_table.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <div class=\"ag-table-wrap ag-table-wrap--light ag-table-wrap--scrollen\" data-ag-anim=\"reveal\">\n                        <table class=\"ag-table\">\n                                <colgroup><col class=\"ag-table__spalte\"><col class=\"ag-table__spalte\"><col class=\"ag-table__spalte\"><\/colgroup>\n                                    <thead><tr>\n                                                    <th scope=\"col\">Type of change<\/th>\n                                                    <th scope=\"col\">What the agent does<\/th>\n                                                    <th scope=\"col\">Who decides<\/th>\n                                            <\/tr><\/thead>\n                                <tbody>\n                                                                            <tr>\n                        <th scope=\"row\"><span class=\"ag-table__zusammen\">Uncritical,<\/span> for example a date moved by two <span class=\"ag-table__zusammen\">days<\/span><\/th>\n                                                    <td data-ag-spalte=\"2\" data-label=\"What the agent does\"><p>enters the change itself and informs those involved<\/p><\/td>\n                                                    <td data-ag-spalte=\"3\" data-label=\"Who decides\"><p>the agent, within your rules<\/p><\/td>\n                                            <\/tr>\n                                                                            <tr>\n                        <th scope=\"row\"><span class=\"ag-table__zusammen\">With<\/span> consequences for stock or <span class=\"ag-table__zusammen\">production<\/span><\/th>\n                                                    <td data-ag-spalte=\"2\" data-label=\"What the agent does\"><p>assesses the effects via the Impact Analysis and prepares the decision<\/p><\/td>\n                                                    <td data-ag-spalte=\"3\" data-label=\"Who decides\"><p>purchasing, based on the prepared case<\/p><\/td>\n                                            <\/tr>\n                                                                            <tr>\n                        <th scope=\"row\"><span class=\"ag-table__zusammen\">Critical,<\/span> for example a quantity cut during ongoing <span class=\"ag-table__zusammen\">production<\/span><\/th>\n                                                    <td data-ag-spalte=\"2\" data-label=\"What the agent does\"><p>escalates the case with full context<\/p><\/td>\n                                                    <td data-ag-spalte=\"3\" data-label=\"Who decides\"><p>the responsible person<\/p><\/td>\n                                            <\/tr>\n                                <\/tbody>\n            <\/table>\n                            <p class=\"ag-table__hinweis\" aria-hidden=\"true\"><svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M4 12h16M14 6l6 6-6 6\"\/><\/svg>Seitlich wischen<\/p>\n                    <\/div>\n        \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-266bf1b ag-breite--container ag-abstand-frei elementor-widget elementor-widget-ag_titlekombinationen\" data-id=\"266bf1b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ag_titlekombinationen.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div data-ag-anim=\"reveal\" class=\"ag-titlekombinationen ag-titlekombinationen--s ag-titlekombinationen--e1 ag-titlekombinationen--hell ag-titlekombinationen--stacked ag-titlekombinationen--stufe-panel-24\"><div class=\"ag-titlekombinationen__title-container\"><h3 class=\"ag-titlekombinationen__headline\">You set the scope<\/h3><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-554c1d5 ag-breite--voll ag-abstand-frei ag-deko-zeiger-global elementor-widget elementor-widget-ag_card_grid\" data-id=\"554c1d5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ag_card_grid.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t                                                <section class=\"ag-card-grid ag-card-grid--lightest ag-card-grid--min-hoehe-aus\" data-ag-anim=\"inhalt\">\n                        <div class=\"ag-card-grid__inner\">\n                \n                                \n                                                        <div class=\"ag-card-grid__container ag-card-grid__container--3\">\n                                <div class=\"ag-glow-huelle\">\n        <span class=\"ag-glow-huelle__schein\" aria-hidden=\"true\"><\/span>\n        <article class=\"ag-card ag-card--light ag-card--medien-keine ag-card--icon-oben\" data-ag-anim=\"none\">\n                                    <div class=\"ag-card__content\">\n                <div class=\"ag-card__header\">\n                    <div class=\"ag-card__title-row\">\n                                                    <div class=\"ag-card__marker-row\">\n                                <span class=\"ag-icon-badge ag-icon-badge--darkest ag-icon-badge--l ag-card__icon\" aria-hidden=\"true\"><i aria-hidden=\"true\" focusable=\"false\" class=\"fal fa-times-octagon\"><\/i><\/span>                            <\/div>\n                                                                        <h3 class=\"ag-card__titel\">Setting boundaries<\/h3>\n                                                                    <\/div>\n                                            <div class=\"ag-card__text\"><p>You decide which suppliers and orders an agent handles and up to what size it acts on its own.<\/p><\/div>\n                                    <\/div>\n\n                            <\/div>\n        <\/article>\n        <\/div>\n                <div class=\"ag-glow-huelle\">\n        <span class=\"ag-glow-huelle__schein\" aria-hidden=\"true\"><\/span>\n        <article class=\"ag-card ag-card--light ag-card--medien-keine ag-card--icon-oben\" data-ag-anim=\"none\">\n                                    <div class=\"ag-card__content\">\n                <div class=\"ag-card__header\">\n                    <div class=\"ag-card__title-row\">\n                                                    <div class=\"ag-card__marker-row\">\n                                <span class=\"ag-icon-badge ag-icon-badge--darkest ag-icon-badge--l ag-card__icon\" aria-hidden=\"true\"><i aria-hidden=\"true\" focusable=\"false\" class=\"fal fa-list-ol\"><\/i><\/span>                            <\/div>\n                                                                        <h3 class=\"ag-card__titel\">Traceable steps<\/h3>\n                                                                    <\/div>\n                                            <div class=\"ag-card__text\"><p>The agent records what it did and on what basis, so that every action can be evidenced later.<\/p><\/div>\n                                    <\/div>\n\n                            <\/div>\n        <\/article>\n        <\/div>\n                <div class=\"ag-glow-huelle\">\n        <span class=\"ag-glow-huelle__schein\" aria-hidden=\"true\"><\/span>\n        <article class=\"ag-card ag-card--light ag-card--medien-keine ag-card--icon-oben\" data-ag-anim=\"none\">\n                                    <div class=\"ag-card__content\">\n                <div class=\"ag-card__header\">\n                    <div class=\"ag-card__title-row\">\n                                                    <div class=\"ag-card__marker-row\">\n                                <span class=\"ag-icon-badge ag-icon-badge--darkest ag-icon-badge--l ag-card__icon\" aria-hidden=\"true\"><i aria-hidden=\"true\" focusable=\"false\" class=\"fal fa-hand-pointer\"><\/i><\/span>                            <\/div>\n                                                                        <h3 class=\"ag-card__titel\">Stepping in at any time<\/h3>\n                                                                    <\/div>\n                                            <div class=\"ag-card__text\"><p>If a situation runs differently than expected, you take the decision back in one move.<\/p><\/div>\n                                    <\/div>\n\n                            <\/div>\n        <\/article>\n        <\/div>\n                            <\/div>\n                                    \n                            <\/div>\n        <\/section>\n        \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0b798cf ag-breite--standard ag-abstand-frei ag-deko-zeiger-global elementor-widget elementor-widget-ag_statement_band\" data-id=\"0b798cf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ag_statement_band.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t                <section class=\"ag-statement-band\" data-ag-anim=\"reveal\">\n                        <div class=\"ag-statement-band__inner\">\n                                <h3 class=\"ag-statement-band__statement\">The agent acts where it is uncritical. You decide where it counts.<\/h3>\n                                    <div class=\"ag-statement-band__logo\" aria-hidden=\"true\"><svg class=\"ag-logo-mark\" viewBox=\"0 0 125 133\" fill=\"none\" aria-hidden=\"true\" focusable=\"false\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><g class=\"ag-logo-mark__wheel\"><path d=\"M28.8241 55.8769L29.0816 55.7911L25.82 44.2466L25.5195 44.3753C16.2496 47.9803 8.69628 54.8898 4.23298 63.8164C-0.273234 72.8289 -1.21737 83.0859 1.57219 92.6991L1.65804 92.9995L12.8162 89.7808L13.1167 89.695L13.0308 89.3946C9.12546 75.8759 15.9492 61.499 28.8241 55.8769Z\" fill=\"currentColor\"\/><path d=\"M17.2367 35.2345L17.4512 35.0199C27.1932 24.8917 43.0723 23.5612 54.4022 31.9299L54.6168 32.1016L62.9854 23.5183L62.7279 23.3038C55.003 17.0809 45.261 13.9909 35.2615 14.5917C25.2191 15.1926 15.8633 19.5271 8.91088 26.7371L8.69629 26.9516L17.065 35.0199L17.2796 35.2345H17.2367Z\" fill=\"currentColor\"\/><path d=\"M87.8767 42.1009V42.3584L99.4641 45.3196V44.9763C101.009 35.1485 98.8204 25.149 93.3271 16.8232C87.7909 8.45451 79.3793 2.48914 69.6373 0.0858265L69.3369 0L66.4614 11.5445L66.7619 11.6303C80.4093 15.0207 89.4646 28.1102 87.8767 42.058V42.1009Z\" fill=\"currentColor\"\/><path d=\"M107.403 96.8621L107.189 97.0766C97.4465 107.205 81.5675 108.535 70.2376 100.167L70.023 99.995L61.6543 108.578L61.9118 108.793C69.0788 114.544 77.9625 117.591 86.975 117.591C90.6229 117.591 94.2707 117.076 97.8328 116.089C104.614 114.157 110.794 110.467 115.729 105.359L115.944 105.145L107.575 97.0766L107.36 96.8621H107.403Z\" fill=\"currentColor\"\/><path d=\"M123.069 39.3971L122.984 39.0967L111.825 42.3154L111.525 42.4012L111.611 42.7017C115.516 56.2203 108.692 70.5973 95.8175 76.2193L95.5601 76.3051L98.8217 87.8496L99.1221 87.7209C108.392 84.1159 115.945 77.2064 120.409 68.2798C124.915 59.2674 125.859 49.0104 123.069 39.3971Z\" fill=\"currentColor\"\/><path d=\"M40.5825 107.634C37.3637 102.27 36.0333 96.1757 36.7629 89.9529V89.6954L25.1755 86.7341V87.0775C23.6734 96.4332 25.4759 105.66 30.3684 113.771C35.9046 122.913 44.6166 129.393 55.0023 131.968L55.3028 132.054L58.1782 120.509L57.8777 120.423C50.582 118.621 44.4449 114.072 40.5825 107.634Z\" fill=\"currentColor\"\/><\/g><\/svg><\/div>\n                                            <\/div>\n        <\/section>\n        \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-1e74afa e-con e-atomic-element e-flexbox-base e-default-div ag-sektion ag-inhalt \" data-id=\"1e74afa\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"1e74afa\" id=\"standard-individuell\" data-e-type=\"e-flexbox\" data-id=\"1e74afa\">\n    \t\t<div class=\"elementor-element elementor-element-cccbfd4 ag-breite--voll ag-abstand-frei ag-deko-zeiger-global elementor-widget elementor-widget-ag_card_grid\" data-id=\"cccbfd4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ag_card_grid.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t                                                <section class=\"ag-card-grid ag-card-grid--light\" data-ag-anim=\"inhalt\">\n                        <div class=\"ag-card-grid__inner\">\n                <div class=\"ag-titlekombinationen ag-titlekombinationen--m ag-titlekombinationen--e1 ag-titlekombinationen--hell ag-titlekombinationen--stacked ag-titlekombinationen--stufe-sektion-38 ag-card-grid__titel\"><hr class=\"ag-divider ag-divider--auf-hell ag-titlekombinationen__divider\" data-ag-anim=\"reveal\"><div class=\"ag-titlekombinationen__eyebrow\"><span class=\"ag-titlekombinationen__num ag-titlekombinationen__num--auto\"><\/span><span class=\"ag-titlekombinationen__label\">Standard or custom<\/span><\/div><div class=\"ag-titlekombinationen__title-container\"><h2 class=\"ag-titlekombinationen__headline\">Standard agent or custom supply chain solution?<\/h2><p class=\"ag-titlekombinationen__strapline\">Every supply chain is built differently. For some, a ready-made agent is enough; for others, a custom development pays off. That shows in concrete characteristics of your supply chain.<\/p><\/div><\/div>\n                                \n                                                        <div class=\"ag-card-grid__container ag-card-grid__container--2\">\n                                <div class=\"ag-glow-huelle\">\n        <span class=\"ag-glow-huelle__schein\" aria-hidden=\"true\"><\/span>\n        <article class=\"ag-card ag-card--lightest ag-card--medien-innen ag-card--icon-oben\" data-ag-anim=\"none\">\n                                        <span class=\"ag-ai-badge-rahmen ag-card__media-rahmen\"><img decoding=\"async\" class=\"ag-card__media\" src=\"https:\/\/agenic.com\/wp-content\/uploads\/2026\/09\/AILagerraumLinkOben.png\"\n                     alt=\"Lagerraum\" loading=\"lazy\" style=\"--ag-card-media-fit:cover;--ag-card-media-position:center;\"><span class=\"ag-ai-badge ag-ai-badge--unten-rechts\" lang=\"en\"><span class=\"ag-ai-badge__kuerzel\">AI<\/span> <span class=\"ag-ai-badge__label\">GENERATED<\/span><\/span><\/span>                        <div class=\"ag-card__content\">\n                <div class=\"ag-card__header\">\n                    <div class=\"ag-card__title-row\">\n                                                                        <h3 class=\"ag-card__titel\">Standard agents<\/h3>\n                                                                    <\/div>\n                                            <div class=\"ag-card__text\"><p><strong>Ready to use for common procurement processes<\/strong><\/p><p>If a procurement process follows the common pattern and is cleanly mapped in Dynamics 365, a ready-made agent is usually the right choice. It follows up on open order confirmations, for example, or reminds suppliers of promised dates without anyone having to keep an eye on the list. Such workflows repeat and follow clear rules, so the standard is productive here with little preparation.<\/p><\/div>\n                                    <\/div>\n\n                            <\/div>\n        <\/article>\n        <\/div>\n                <div class=\"ag-glow-huelle\">\n        <span class=\"ag-glow-huelle__schein\" aria-hidden=\"true\"><\/span>\n        <article class=\"ag-card ag-card--lightest ag-card--medien-innen ag-card--icon-oben\" data-ag-anim=\"none\">\n                                        <span class=\"ag-ai-badge-rahmen ag-card__media-rahmen\"><img decoding=\"async\" class=\"ag-card__media\" src=\"https:\/\/agenic.com\/wp-content\/uploads\/2026\/09\/AILagerhausLinksOben.png\"\n                     alt=\"KI Agenten Lieferkette - Lagerhaus\" loading=\"lazy\" style=\"--ag-card-media-fit:cover;--ag-card-media-position:center;\"><span class=\"ag-ai-badge ag-ai-badge--unten-rechts\" lang=\"en\"><span class=\"ag-ai-badge__kuerzel\">AI<\/span> <span class=\"ag-ai-badge__label\">GENERATED<\/span><\/span><\/span>                        <div class=\"ag-card__content\">\n                <div class=\"ag-card__header\">\n                    <div class=\"ag-card__title-row\">\n                                                                        <h3 class=\"ag-card__titel\">Custom agents<\/h3>\n                                                                    <\/div>\n                                            <div class=\"ag-card__text\"><p><strong>Worthwhile for connected supply chains<\/strong><\/p><p>As soon as several ERP systems, connected supplier portals or deep integration into SCM and production come into play, the standard reaches its limits. Your own planning logic also speaks for a tailor-made solution. In such cases we develop agents that fit your workflows instead of adapting your workflows to a tool.<\/p><\/div>\n                                    <\/div>\n\n                            <\/div>\n        <\/article>\n        <\/div>\n                            <\/div>\n                                    \n                <div class=\"ag-card-grid__note\"><p class=\"ag-card-grid__note-eyebrow\">First the process, then the agent.<\/p><p class=\"ag-card-grid__note-copy\">The best entry point is almost always the place where a change takes longest today before someone notices and passes it on. That is where an agent should start. How many features it brings beyond that is secondary. Once that place is clear, you usually see quickly whether a standard agent is enough or a custom development is worthwhile.<\/p><\/div>            <\/div>\n        <\/section>\n        \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-2796326 e-con e-atomic-element e-flexbox-base e-default-div ag-sektion ag-inhalt \" data-id=\"2796326\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"2796326\" id=\"warum-agenic\" data-e-type=\"e-flexbox\" data-id=\"2796326\">\n    \t\t<div class=\"elementor-element elementor-element-8116139 ag-breite--standard ag-abstand-frei elementor-widget elementor-widget-ag_titlekombinationen\" data-id=\"8116139\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ag_titlekombinationen.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div data-ag-anim=\"reveal\" class=\"ag-titlekombinationen ag-titlekombinationen--m ag-titlekombinationen--e1 ag-titlekombinationen--hell ag-titlekombinationen--split ag-titlekombinationen--stufe-sektion-38 ag-titlekombinationen--split-6\"><hr class=\"ag-divider ag-divider--auf-hell ag-titlekombinationen__divider\" data-ag-anim=\"reveal\"><div class=\"ag-titlekombinationen__eyebrow\"><span class=\"ag-titlekombinationen__num ag-titlekombinationen__num--auto\"><\/span><span class=\"ag-titlekombinationen__label\">Why agenic<\/span><\/div><div class=\"ag-titlekombinationen__title-container\"><h2 class=\"ag-titlekombinationen__headline\">Why companies implement supply chain agents with agenic<\/h2><p class=\"ag-titlekombinationen__strapline\">An intelligent supply chain grows out of an understanding of procurement, a clean ERP basis and AI agents that fit the processes. That is what agenic stands for.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f49a88 ag-breite--voll ag-abstand-frei ag-deko-zeiger-global elementor-widget elementor-widget-ag_card_grid\" data-id=\"8f49a88\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ag_card_grid.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t                                                <section class=\"ag-card-grid ag-card-grid--lightest ag-card-grid--min-hoehe-aus ag-deko__traeger ag-deko__traeger--widget\" data-ag-anim=\"inhalt\">\n            <div class=\"ag-deko__huelle ag-deko__huelle--widget ag-deko__huelle--flywheel ag-deko__huelle--unten-rechts\" aria-hidden=\"true\"><span class=\"ag-deko__versatz\"><i class=\"ag-deko__bild\"><\/i><\/span><\/div>            <div class=\"ag-card-grid__inner\">\n                \n                                \n                                                        <div class=\"ag-card-grid__container ag-card-grid__container--2\">\n                                <div class=\"ag-glow-huelle\">\n        <span class=\"ag-glow-huelle__schein\" aria-hidden=\"true\"><\/span>\n        <article class=\"ag-card ag-card--light ag-card--medien-keine ag-card--icon-oben\" data-ag-anim=\"none\">\n                                    <div class=\"ag-card__content\">\n                <div class=\"ag-card__header\">\n                    <div class=\"ag-card__title-row\">\n                                                                        <h3 class=\"ag-card__titel\">Supply chain expertise<\/h3>\n                                                                    <\/div>\n                                            <div class=\"ag-card__text\"><p>We speak the language of your procurement and know the workflows behind it. That is why we first look at where most of your time is lost before we talk about an agent. For us, technology is the means, not the starting point.<\/p><\/div>\n                                    <\/div>\n\n                            <\/div>\n        <\/article>\n        <\/div>\n                <div class=\"ag-glow-huelle\">\n        <span class=\"ag-glow-huelle__schein\" aria-hidden=\"true\"><\/span>\n        <article class=\"ag-card ag-card--light ag-card--medien-keine ag-card--icon-oben\" data-ag-anim=\"none\">\n                                    <div class=\"ag-card__content\">\n                <div class=\"ag-card__header\">\n                    <div class=\"ag-card__title-row\">\n                                                                        <h3 class=\"ag-card__titel\">Dynamics 365 SCM and ERP expertise<\/h3>\n                                                                    <\/div>\n                                            <div class=\"ag-card__text\"><p>With long-standing experience in Dynamics 365 Supply Chain Management we create the basis on which agents can work sensibly at all. We know the data models, the processes and the typical pitfalls in mid-sized companies.<\/p><\/div>\n                                    <\/div>\n\n                            <\/div>\n        <\/article>\n        <\/div>\n                <div class=\"ag-glow-huelle\">\n        <span class=\"ag-glow-huelle__schein\" aria-hidden=\"true\"><\/span>\n        <article class=\"ag-card ag-card--light ag-card--medien-keine ag-card--icon-oben\" data-ag-anim=\"none\">\n                                    <div class=\"ag-card__content\">\n                <div class=\"ag-card__header\">\n                    <div class=\"ag-card__title-row\">\n                                                                        <h3 class=\"ag-card__titel\">Agents, automation and custom development<\/h3>\n                                                                    <\/div>\n                                            <div class=\"ag-card__text\"><p>Some supply chains get far with the ready-made Microsoft agents. Others need more, such as a connection to a supplier portal or their own planning logic. You get both from us from one source. Your supply chain decides which route we take.<\/p><\/div>\n                                    <\/div>\n\n                            <\/div>\n        <\/article>\n        <\/div>\n                <div class=\"ag-glow-huelle\">\n        <span class=\"ag-glow-huelle__schein\" aria-hidden=\"true\"><\/span>\n        <article class=\"ag-card ag-card--light ag-card--medien-keine ag-card--icon-oben\" data-ag-anim=\"none\">\n                                    <div class=\"ag-card__content\">\n                <div class=\"ag-card__header\">\n                    <div class=\"ag-card__title-row\">\n                                                                        <h3 class=\"ag-card__titel\">End-to-end process chains<\/h3>\n                                                                    <\/div>\n                                            <div class=\"ag-card__text\"><p>Agents bring the greatest benefit when they work together across system boundaries. We connect ERP, supplier communication and planning so that a message from a supplier reaches production and the customer order without detours.<\/p><\/div>\n                                    <\/div>\n\n                            <\/div>\n        <\/article>\n        <\/div>\n                            <\/div>\n                                    \n                            <\/div>\n        <\/section>\n        \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-10b67c2 e-con e-atomic-element e-flexbox-base e-default-div ag-sektion \" data-id=\"10b67c2\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"10b67c2\" id=\"faq\" data-e-type=\"e-flexbox\" data-id=\"10b67c2\">\n    \t\t<div class=\"elementor-element elementor-element-04941f7 ag-breite--standard ag-abstand-frei ag-deko-zeiger-global elementor-widget elementor-widget-ag_faq\" data-id=\"04941f7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ag_faq.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<section class=\"ag-faq\" data-ag-anim=\"inhalt\">\n\t\t\t\t\t\t<div class=\"ag-faq__inner\">\n\t\t\t\t<div class=\"ag-titlekombinationen ag-titlekombinationen--m ag-titlekombinationen--e1 ag-titlekombinationen--hell ag-titlekombinationen--stacked ag-titlekombinationen--stufe-sektion-38 ag-faq__titel\"><hr class=\"ag-divider ag-divider--auf-hell ag-titlekombinationen__divider\" data-ag-anim=\"reveal\"><div class=\"ag-titlekombinationen__eyebrow\"><span class=\"ag-titlekombinationen__num ag-titlekombinationen__num--auto\"><\/span><span class=\"ag-titlekombinationen__label\">FAQ<\/span><\/div><div class=\"ag-titlekombinationen__title-container\"><h2 class=\"ag-titlekombinationen__headline\">Frequently asked questions<\/h2><\/div><\/div>\t\t\t\t\t\t\t\t\t<div class=\"ag-faq__body\"><div class=\"ag-accordion ag-accordion--light ag-accordion--m ag-accordion--antwort-m\" data-ag-anim=\"none\"><details class=\"ag-accordion__item\" name=\"ag-faq-04941f7\" open><summary class=\"ag-accordion__frage\"><h3 class=\"ag-accordion__frage-text\">Which supply chain processes are particularly suited to AI agents?<\/h3><svg class=\"ag-accordion__chevron\" width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M3 6l5 5 5-5\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/summary><div class=\"ag-accordion__antwort\"><p>Agents bring the most where there is a lot of coordination and information comes together from emails, the ERP and supplier responses. In the supply chain these are above all communication with suppliers, carrying through order changes and assessing delays. A simple question helps with the assessment: does the task require knowing the current status every time? Then an agent is particularly worthwhile.<\/p><\/div><\/details><details class=\"ag-accordion__item\" name=\"ag-faq-04941f7\"><summary class=\"ag-accordion__frage\"><h3 class=\"ag-accordion__frage-text\">Can AI agents change orders on their own?<\/h3><svg class=\"ag-accordion__chevron\" width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M3 6l5 5 5-5\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/summary><div class=\"ag-accordion__antwort\"><p>That is up to you. An agent can recognize, assign and prepare a change. Whether it implements the change itself or submits it for approval first is set by the rules you give it. For critical transactions, approval as a rule stays with a person.<\/p><\/div><\/details><details class=\"ag-accordion__item\" name=\"ag-faq-04941f7\"><summary class=\"ag-accordion__frage\"><h3 class=\"ag-accordion__frage-text\">How does purchasing stay in control?<\/h3><svg class=\"ag-accordion__chevron\" width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M3 6l5 5 5-5\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/summary><div class=\"ag-accordion__antwort\"><p>You stay in control because you set the boundaries. You define which suppliers and orders an agent may touch at all and up to what size it handles a change itself. It may enter a two-day date change on its own. For a quantity cut in the middle of production, it always seeks your approval. Every step is recorded, and you can intervene at any time.<\/p><\/div><\/details><details class=\"ag-accordion__item\" name=\"ag-faq-04941f7\"><summary class=\"ag-accordion__frage\"><h3 class=\"ag-accordion__frage-text\">Do agents only work with Dynamics 365?<\/h3><svg class=\"ag-accordion__chevron\" width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M3 6l5 5 5-5\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/summary><div class=\"ag-accordion__antwort\"><p>No. Our focus is on the Microsoft ecosystem and Dynamics 365 Supply Chain Management, because many agents are already built in there. Where other systems or supplier portals are involved, we develop agents just as openly. What matters is the process, not the platform.<\/p><\/div><\/details><details class=\"ag-accordion__item\" name=\"ag-faq-04941f7\"><summary class=\"ag-accordion__frage\"><h3 class=\"ag-accordion__frage-text\">What is the difference between AI agents and classic supply chain automation?<\/h3><svg class=\"ag-accordion__chevron\" width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M3 6l5 5 5-5\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/summary><div class=\"ag-accordion__antwort\"><p>Classic automation works through fixed rules. If stock falls below the reorder point, it automatically triggers a replenishment order. That runs quickly and reliably as long as the case fits the pattern. An AI agent comes in when something has to be interpreted. If a supplier writes informally that only part of the goods will arrive, the agent reads the email, assigns it to the order and estimates what that means. In practice the two often work hand in hand.<\/p><\/div><\/details><details class=\"ag-accordion__item\" name=\"ag-faq-04941f7\"><summary class=\"ag-accordion__frage\"><h3 class=\"ag-accordion__frage-text\">How do AI agents help with delivery delays?<\/h3><svg class=\"ag-accordion__chevron\" width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M3 6l5 5 5-5\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/summary><div class=\"ag-accordion__antwort\"><p>An agent spots an announced delay early, assigns it to the affected order and assesses the consequences for stock, production and customer orders. Those affected are informed before the delay turns into a bottleneck. The decision on how to proceed still rests with your team.<\/p><\/div><\/details><\/div><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-b34e5a6 e-con e-atomic-element e-flexbox-base e-default-div ag-sektion \" data-id=\"b34e5a6\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"b34e5a6\" id=\"readiness\" data-e-type=\"e-flexbox\" data-id=\"b34e5a6\">\n    \t\t<div class=\"elementor-element elementor-element-56b8191 ag-breite--container ag-deko-zeiger-global elementor-widget elementor-widget-ag_cta_band\" data-id=\"56b8191\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ag_cta_band.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t                <div class=\"ag-cta-band ag-cta-band--gradient\"\n             data-ag-anim=\"reveal\">\n                        <div class=\"ag-cta-band__content\">\n                <h2 class=\"ag-cta-band__title\">Is your supply chain ready for AI agents?<\/h2>\n                                    <div class=\"ag-cta-band__copy\"><p>An AI agent takes the small work off your purchasing team and leaves them the steering. It makes sure changes are noticed early and their consequences become visible while you can still react. The following four questions quickly show where your supply chain stands today:<\/p>\n<ul>\n<li>Where does most manual coordination arise today?<\/li>\n<li>Which changes cause the highest follow-on costs?<\/li>\n<li>When do risks become visible?<\/li>\n<li>Which decisions can be prepared without giving up control?<\/li>\n<\/ul>\n<p>We find that out fastest together. We take one concrete process out of your procurement, and you see directly where an agent takes work off your hands and where the decision stays with you.<\/p><\/div>\n                            <\/div>\n\n                            <div class=\"ag-cta-band__actions\">\n                    <a class=\"ag-button ag-button--gradient ag-button--m ag-button--inverse\" href=\"#kontakt\"><span class=\"ag-button__label\">Have your supply chain analyzed<\/span><svg class=\"ag-button__icon\" aria-hidden=\"true\" focusable=\"false\" width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\"><path d=\"M2 8h11m0 0-4-4m4 4-4 4\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/a>                <\/div>\n                    <\/div>\n        \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-f6e482d e-con e-atomic-element e-flexbox-base e-default-div ag-sektion \" data-id=\"f6e482d\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"f6e482d\" id=\"kontakt\" data-e-type=\"e-flexbox\" data-id=\"f6e482d\">\n    \t\t<div class=\"elementor-element elementor-element-3ebc4ed ag-breite--standard ag-form-panel--karte-kompakt ag-abstand-frei ag-deko-zeiger-global elementor-widget elementor-widget-ag_form_panel\" data-id=\"3ebc4ed\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ag_form_panel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<section class=\"ag-form-panel ag-form-panel--gradient e-no-lazyload\" data-ag-anim=\"reveal\">\n\t\t\t\t\t\t<div class=\"ag-form-panel__inner\">\n\t\t\t\t<div class=\"ag-titlekombinationen ag-titlekombinationen--m ag-titlekombinationen--e1 ag-titlekombinationen--hell ag-titlekombinationen--stacked ag-titlekombinationen--stufe-sektion-38 ag-form-panel__titel\"><div class=\"ag-titlekombinationen__title-container\"><h2 class=\"ag-titlekombinationen__headline\">Let\u2019s look at your supply chain together<\/h2><\/div><\/div>\t\t\t\t<div class=\"ag-form-panel__form-section\">\n\t\t\t\t\t<div class=\"ag-form-panel__details\">\n\t\t\t\t\t\t<div class=\"ag-text-block ag-text-block--abstand-s ag-text-block--gr-m ag-form-panel__details-text\"><div class=\"ag-text-block__body\"><header class=\"ag-text-block__head\"><p class=\"ag-text-block__title ag-fliesstext__ueberschrift ag-fliesstext__ueberschrift\"><span>Every company has different business processes, systems and requirements. In the free initial consultation we look at your starting situation and clarify which next steps make sense for you, both functionally and economically.<\/span><\/p><\/header><\/div><\/div>\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"ag-form-panel__karte\"><div class=\"ag-form-panel__karte-kopf\"><p class=\"ag-form-panel__karte-titel\">Arrange an initial consultation<\/p><p class=\"ag-form-panel__karte-copy\">We will get back to you promptly.<\/p><\/div>\t\t<div class=\"ag-cd-form ag-cd-form--kompakt ag-form-panel__formular\" data-ag-form-quelle=\"clickdimensions\" data-ag-cd-loc=\"https:\/\/analytics-eu.clickdimensions.com\/inwayde-ap3mr\/pages\/\" data-ag-cd-cdn=\"https:\/\/cdn-eu.clickdimensions.com\/web\/newformeditor\/\">\n\t\t\t\t\t\t\t<div pageID=\"8ozquab4efg43aanorh76g\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"ag-cd-form__lader\" aria-hidden=\"true\"><svg class=\"ag-logo-mark ag-cd-form__lader-mark\" viewBox=\"0 0 125 133\" fill=\"none\" aria-hidden=\"true\" focusable=\"false\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><g class=\"ag-logo-mark__wheel\"><path d=\"M28.8241 55.8769L29.0816 55.7911L25.82 44.2466L25.5195 44.3753C16.2496 47.9803 8.69628 54.8898 4.23298 63.8164C-0.273234 72.8289 -1.21737 83.0859 1.57219 92.6991L1.65804 92.9995L12.8162 89.7808L13.1167 89.695L13.0308 89.3946C9.12546 75.8759 15.9492 61.499 28.8241 55.8769Z\" fill=\"currentColor\"\/><path d=\"M17.2367 35.2345L17.4512 35.0199C27.1932 24.8917 43.0723 23.5612 54.4022 31.9299L54.6168 32.1016L62.9854 23.5183L62.7279 23.3038C55.003 17.0809 45.261 13.9909 35.2615 14.5917C25.2191 15.1926 15.8633 19.5271 8.91088 26.7371L8.69629 26.9516L17.065 35.0199L17.2796 35.2345H17.2367Z\" fill=\"currentColor\"\/><path d=\"M87.8767 42.1009V42.3584L99.4641 45.3196V44.9763C101.009 35.1485 98.8204 25.149 93.3271 16.8232C87.7909 8.45451 79.3793 2.48914 69.6373 0.0858265L69.3369 0L66.4614 11.5445L66.7619 11.6303C80.4093 15.0207 89.4646 28.1102 87.8767 42.058V42.1009Z\" fill=\"currentColor\"\/><path d=\"M107.403 96.8621L107.189 97.0766C97.4465 107.205 81.5675 108.535 70.2376 100.167L70.023 99.995L61.6543 108.578L61.9118 108.793C69.0788 114.544 77.9625 117.591 86.975 117.591C90.6229 117.591 94.2707 117.076 97.8328 116.089C104.614 114.157 110.794 110.467 115.729 105.359L115.944 105.145L107.575 97.0766L107.36 96.8621H107.403Z\" fill=\"currentColor\"\/><path d=\"M123.069 39.3971L122.984 39.0967L111.825 42.3154L111.525 42.4012L111.611 42.7017C115.516 56.2203 108.692 70.5973 95.8175 76.2193L95.5601 76.3051L98.8217 87.8496L99.1221 87.7209C108.392 84.1159 115.945 77.2064 120.409 68.2798C124.915 59.2674 125.859 49.0104 123.069 39.3971Z\" fill=\"currentColor\"\/><path d=\"M40.5825 107.634C37.3637 102.27 36.0333 96.1757 36.7629 89.9529V89.6954L25.1755 86.7341V87.0775C23.6734 96.4332 25.4759 105.66 30.3684 113.771C35.9046 122.913 44.6166 129.393 55.0023 131.968L55.3028 132.054L58.1782 120.509L57.8777 120.423C50.582 118.621 44.4449 114.072 40.5825 107.634Z\" fill=\"currentColor\"\/><\/g><\/svg><\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Spot fluctuations early instead of reacting late: how AI agents turn purchasing and the supply chain into an agentic supply chain. 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