GET http://inconsult-dev.m2.krankikom.de/breadcrumbs

NavigationController :: breadcrumbs

Request

GET Parameters

None

POST Parameters

None

Uploaded Files

None

Request Attributes

Key Value
_controller
"inconsultBundle\Controller\NavigationController::breadcrumbs"
_editmode
false
_event_controller
inconsultBundle\Controller\NavigationController {#2916
  #container: Symfony\Component\DependencyInjection\Argument\ServiceLocator {#2917 …}
}
_pimcore_context
"default"
_route
"internal_breadcrumbs"
_route_params
[]
_stopwatch_token
"5d5b11"
contentDocument
Pimcore\Model\Document\Page {#2214
  #dao: Pimcore\Model\Document\Page\Dao {#2920 …}
  #dependencies: null
  #__dataVersionTimestamp: 1683299893
  #path: "/inconsult.de/news/blog/"
  #properties: [
    "footer" => Pimcore\Model\Property {#2206
      #dao: null
      #name: "footer"
      #data: "4"
      #type: "document"
      #ctype: "document"
      #cpath: null
      #cid: 220
      #inheritable: true
      #inherited: true
      name: "footer"
      data: "4"
      type: "document"
      ctype: "document"
      cpath: null
      cid: 220
      inheritable: true
      inherited: true
    }
    "home" => Pimcore\Model\Property {#2205
      #dao: null
      #name: "home"
      #data: "2"
      #type: "document"
      #ctype: "document"
      #cpath: null
      #cid: 220
      #inheritable: true
      #inherited: true
      name: "home"
      data: "2"
      type: "document"
      ctype: "document"
      cpath: null
      cid: 220
      inheritable: true
      inherited: true
    }
    "language" => Pimcore\Model\Property {#2204
      #dao: null
      #name: "language"
      #data: "de_DE"
      #type: "text"
      #ctype: "document"
      #cpath: null
      #cid: 220
      #inheritable: true
      #inherited: true
      name: "language"
      data: "de_DE"
      type: "text"
      ctype: "document"
      cpath: null
      cid: 220
      inheritable: true
      inherited: true
    }
    "mainNavStartNode" => Pimcore\Model\Property {#2203
      #dao: null
      #name: "mainNavStartNode"
      #data: "2"
      #type: "document"
      #ctype: "document"
      #cpath: null
      #cid: 220
      #inheritable: true
      #inherited: true
      name: "mainNavStartNode"
      data: "2"
      type: "document"
      ctype: "document"
      cpath: null
      cid: 220
      inheritable: true
      inherited: true
    }
    "meta_navigation_include" => Pimcore\Model\Property {#2202
      #dao: null
      #name: "meta_navigation_include"
      #data: "5"
      #type: "document"
      #ctype: "document"
      #cpath: null
      #cid: 220
      #inheritable: true
      #inherited: true
      name: "meta_navigation_include"
      data: "5"
      type: "document"
      ctype: "document"
      cpath: null
      cid: 220
      inheritable: true
      inherited: true
    }
    "navigation_accesskey" => Pimcore\Model\Property {#2201
      #dao: null
      #name: "navigation_accesskey"
      #data: ""
      #type: "text"
      #ctype: "document"
      #cpath: null
      #cid: 220
      #inheritable: false
      #inherited: false
      name: "navigation_accesskey"
      data: ""
      type: "text"
      ctype: "document"
      cpath: null
      cid: 220
      inheritable: false
      inherited: false
    }
    "navigation_anchor" => Pimcore\Model\Property {#2200
      #dao: null
      #name: "navigation_anchor"
      #data: ""
      #type: "text"
      #ctype: "document"
      #cpath: null
      #cid: 220
      #inheritable: false
      #inherited: false
      name: "navigation_anchor"
      data: ""
      type: "text"
      ctype: "document"
      cpath: null
      cid: 220
      inheritable: false
      inherited: false
    }
    "navigation_class" => Pimcore\Model\Property {#2199
      #dao: null
      #name: "navigation_class"
      #data: ""
      #type: "text"
      #ctype: "document"
      #cpath: null
      #cid: 220
      #inheritable: false
      #inherited: false
      name: "navigation_class"
      data: ""
      type: "text"
      ctype: "document"
      cpath: null
      cid: 220
      inheritable: false
      inherited: false
    }
    "navigation_exclude" => Pimcore\Model\Property {#2198
      #dao: null
      #name: "navigation_exclude"
      #data: true
      #type: "bool"
      #ctype: "document"
      #cpath: null
      #cid: 220
      #inheritable: false
      #inherited: false
      name: "navigation_exclude"
      data: true
      type: "bool"
      ctype: "document"
      cpath: null
      cid: 220
      inheritable: false
      inherited: false
    }
    "navigation_name" => Pimcore\Model\Property {#2197
      #dao: null
      #name: "navigation_name"
      #data: "Qualitätskosten"
      #type: "text"
      #ctype: "document"
      #cpath: null
      #cid: 220
      #inheritable: false
      #inherited: false
      name: "navigation_name"
      data: "Qualitätskosten"
      type: "text"
      ctype: "document"
      cpath: null
      cid: 220
      inheritable: false
      inherited: false
    }
    "navigation_parameters" => Pimcore\Model\Property {#2196
      #dao: null
      #name: "navigation_parameters"
      #data: ""
      #type: "text"
      #ctype: "document"
      #cpath: null
      #cid: 220
      #inheritable: false
      #inherited: false
      name: "navigation_parameters"
      data: ""
      type: "text"
      ctype: "document"
      cpath: null
      cid: 220
      inheritable: false
      inherited: false
    }
    "navigation_relation" => Pimcore\Model\Property {#2195
      #dao: null
      #name: "navigation_relation"
      #data: ""
      #type: "text"
      #ctype: "document"
      #cpath: null
      #cid: 220
      #inheritable: false
      #inherited: false
      name: "navigation_relation"
      data: ""
      type: "text"
      ctype: "document"
      cpath: null
      cid: 220
      inheritable: false
      inherited: false
    }
    "navigation_tabindex" => Pimcore\Model\Property {#2194
      #dao: null
      #name: "navigation_tabindex"
      #data: ""
      #type: "text"
      #ctype: "document"
      #cpath: null
      #cid: 220
      #inheritable: false
      #inherited: false
      name: "navigation_tabindex"
      data: ""
      type: "text"
      ctype: "document"
      cpath: null
      cid: 220
      inheritable: false
      inherited: false
    }
    "navigation_target" => Pimcore\Model\Property {#2193
      #dao: null
      #name: "navigation_target"
      #data: null
      #type: "text"
      #ctype: "document"
      #cpath: null
      #cid: 220
      #inheritable: false
      #inherited: false
      name: "navigation_target"
      data: null
      type: "text"
      ctype: "document"
      cpath: null
      cid: 220
      inheritable: false
      inherited: false
    }
    "navigation_title" => Pimcore\Model\Property {#2192
      #dao: null
      #name: "navigation_title"
      #data: "Qualitätskosten"
      #type: "text"
      #ctype: "document"
      #cpath: null
      #cid: 220
      #inheritable: false
      #inherited: false
      name: "navigation_title"
      data: "Qualitätskosten"
      type: "text"
      ctype: "document"
      cpath: null
      cid: 220
      inheritable: false
      inherited: false
    }
  ]
  #id: 220
  #creationDate: 1683299315
  #modificationDate: 1683299893
  #versionCount: 3
  #userOwner: 19
  #locked: null
  #userModification: 19
  #parentId: 203
  #parent: null
  #_fulldump: false
  #dirtyFields: []
  -activeDispatchingEvents: []
  #fullPathCache: "/news/blog/qualitaetskosten"
  #type: "page"
  #key: "qualitaetskosten"
  #index: 5
  #published: true
  #children: []
  #siblings: []
  #controller: "AppBundle\Controller\DefaultController::defaultAction"
  #template: "@inconsult/layouts/slim-keyvisual.html.twig"
  #editables: [
    "background-image-phone" => Pimcore\Model\Document\Editable\Image {#3569
      #dao: null
      #config: []
      #label: null
      #dialogDescription: null
      #name: "background-image-phone"
      #realName: "background-image-phone"
      -parentBlockNames: []
      #documentId: 220
      #document: Pimcore\Model\Document\Page {#2214}
      #editmode: false
      #inherited: false
      #inDialogBox: null
      -editableDefinitionCollector: null
      #id: null
      #alt: ""
      #image: null
      #cropPercent: false
      #cropWidth: 0.0
      #cropHeight: 0.0
      #cropTop: 0.0
      #cropLeft: 0.0
      #hotspots: []
      #marker: []
      #thumbnail: null
      config: []
      label: null
      dialogDescription: null
      name: "background-image-phone"
      realName: "background-image-phone"
      documentId: 220
      document: Pimcore\Model\Document\Page {#2214}
      editmode: false
      inherited: false
      inDialogBox: null
      id: null
      alt: ""
      image: null
      cropPercent: false
      cropWidth: 0.0
      cropHeight: 0.0
      cropTop: 0.0
      cropLeft: 0.0
      hotspots: []
      marker: []
      thumbnail: null
    }
    "background-image-tablet" => Pimcore\Model\Document\Editable\Image {#3571
      #dao: null
      #config: []
      #label: null
      #dialogDescription: null
      #name: "background-image-tablet"
      #realName: "background-image-tablet"
      -parentBlockNames: []
      #documentId: 220
      #document: Pimcore\Model\Document\Page {#2214}
      #editmode: false
      #inherited: false
      #inDialogBox: null
      -editableDefinitionCollector: null
      #id: null
      #alt: ""
      #image: null
      #cropPercent: false
      #cropWidth: 0.0
      #cropHeight: 0.0
      #cropTop: 0.0
      #cropLeft: 0.0
      #hotspots: []
      #marker: []
      #thumbnail: null
      config: []
      label: null
      dialogDescription: null
      name: "background-image-tablet"
      realName: "background-image-tablet"
      documentId: 220
      document: Pimcore\Model\Document\Page {#2214}
      editmode: false
      inherited: false
      inDialogBox: null
      id: null
      alt: ""
      image: null
      cropPercent: false
      cropWidth: 0.0
      cropHeight: 0.0
      cropTop: 0.0
      cropLeft: 0.0
      hotspots: []
      marker: []
      thumbnail: null
    }
    "content" => Pimcore\Model\Document\Editable\Areablock {#3576
      #dao: null
      #config: [
        "allowed" => []
        "group" => [
          "Uncategorized" => [
            "animated-logo"
            "background-container"
            "card"
            "formbuilder_form"
            "image-and-text-element"
            "image-text-intrinsic-ratio"
            "introduction-big"
            "logo-wall"
            "quote"
            "text-opening"
            "tiles"
            "whitepaper-listing"
            "wysiwyg"
            "cta-button"
            "cookie-declaration"
            "keyfacts"
            "picture-content"
          ]
        ]
        "types" => [
          [
            "name" => "Animated Logo"
            "description" => ""
            "type" => "animated-logo"
            "icon" => null
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => true
          ]
          [
            "name" => "Background-Container"
            "description" => ""
            "type" => "background-container"
            "icon" => null
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => false
          ]
          [
            "name" => "Card"
            "description" => ""
            "type" => "card"
            "icon" => null
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => true
          ]
          [
            "name" => "Form"
            "description" => ""
            "type" => "formbuilder_form"
            "icon" => "/bundles/formbuilder/img/application_form.svg"
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => true
          ]
          [
            "name" => "Image and Text Element"
            "description" => ""
            "type" => "image-and-text-element"
            "icon" => null
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => true
          ]
          [
            "name" => "Image-Text Intrinsic ratio"
            "description" => ""
            "type" => "image-text-intrinsic-ratio"
            "icon" => null
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => true
          ]
          [
            "name" => "Introduction Big"
            "description" => ""
            "type" => "introduction-big"
            "icon" => null
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => false
          ]
          [
            "name" => "Logo-Wall"
            "description" => ""
            "type" => "logo-wall"
            "icon" => null
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => false
          ]
          [
            "name" => "Quote"
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            "type" => "quote"
            "icon" => null
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => true
          ]
          [
            "name" => "Text-Opening"
            "description" => ""
            "type" => "text-opening"
            "icon" => null
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => true
          ]
          [
            "name" => "Tiles"
            "description" => ""
            "type" => "tiles"
            "icon" => null
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => false
          ]
          [
            "name" => "Whitepaper"
            "description" => ""
            "type" => "whitepaper-listing"
            "icon" => null
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => false
          ]
          [
            "name" => "Wysiwyg"
            "description" => ""
            "type" => "wysiwyg"
            "icon" => null
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => false
          ]
          [
            "name" => "button"
            "description" => ""
            "type" => "cta-button"
            "icon" => null
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => true
          ]
          [
            "name" => "cookie-declaration"
            "description" => ""
            "type" => "cookie-declaration"
            "icon" => null
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => false
          ]
          [
            "name" => "keyfacts"
            "description" => ""
            "type" => "keyfacts"
            "icon" => null
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => true
          ]
          [
            "name" => "picture-content"
            "description" => ""
            "type" => "picture-content"
            "icon" => null
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => true
          ]
        ]
        "limit" => 1000000
        "blockStateStack" => "[{"blocks":[],"indexes":[]}]"
      ]
      #label: null
      #dialogDescription: null
      #name: "content"
      #realName: "content"
      -parentBlockNames: []
      #documentId: 220
      #document: Pimcore\Model\Document\Page {#2214}
      #editmode: false
      #inherited: false
      #inDialogBox: null
      -editableDefinitionCollector: null
      #indices: [
        [
          "key" => "1"
          "type" => "text-opening"
          "hidden" => false
        ]
      ]
      #current: 0
      #currentIndex: [
        "key" => "1"
        "type" => "text-opening"
        "hidden" => false
      ]
      #blockStarted: false
      #brickTypeUsageCounter: [
        "text-opening" => 1
      ]
      config: [
        "allowed" => []
        "group" => [
          "Uncategorized" => [
            "animated-logo"
            "background-container"
            "card"
            "formbuilder_form"
            "image-and-text-element"
            "image-text-intrinsic-ratio"
            "introduction-big"
            "logo-wall"
            "quote"
            "text-opening"
            "tiles"
            "whitepaper-listing"
            "wysiwyg"
            "cta-button"
            "cookie-declaration"
            "keyfacts"
            "picture-content"
          ]
        ]
        "types" => [
          [
            "name" => "Animated Logo"
            "description" => ""
            "type" => "animated-logo"
            "icon" => null
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => true
          ]
          [
            "name" => "Background-Container"
            "description" => ""
            "type" => "background-container"
            "icon" => null
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => false
          ]
          [
            "name" => "Card"
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            "previewHtml" => null
            "limit" => null
            "needsReload" => false
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          ]
          [
            "name" => "Form"
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            "icon" => "/bundles/formbuilder/img/application_form.svg"
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
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          ]
          [
            "name" => "Image and Text Element"
            "description" => ""
            "type" => "image-and-text-element"
            "icon" => null
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => true
          ]
          [
            "name" => "Image-Text Intrinsic ratio"
            "description" => ""
            "type" => "image-text-intrinsic-ratio"
            "icon" => null
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => true
          ]
          [
            "name" => "Introduction Big"
            "description" => ""
            "type" => "introduction-big"
            "icon" => null
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => false
          ]
          [
            "name" => "Logo-Wall"
            "description" => ""
            "type" => "logo-wall"
            "icon" => null
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => false
          ]
          [
            "name" => "Quote"
            "description" => ""
            "type" => "quote"
            "icon" => null
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => true
          ]
          [
            "name" => "Text-Opening"
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            "type" => "text-opening"
            "icon" => null
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => true
          ]
          [
            "name" => "Tiles"
            "description" => ""
            "type" => "tiles"
            "icon" => null
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => false
          ]
          [
            "name" => "Whitepaper"
            "description" => ""
            "type" => "whitepaper-listing"
            "icon" => null
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => false
          ]
          [
            "name" => "Wysiwyg"
            "description" => ""
            "type" => "wysiwyg"
            "icon" => null
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => false
          ]
          [
            "name" => "button"
            "description" => ""
            "type" => "cta-button"
            "icon" => null
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => true
          ]
          [
            "name" => "cookie-declaration"
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            "type" => "cookie-declaration"
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            "previewHtml" => null
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          ]
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            "name" => "keyfacts"
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            "previewHtml" => null
            "limit" => null
            "needsReload" => false
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          ]
          [
            "name" => "picture-content"
            "description" => ""
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            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => true
          ]
        ]
        "limit" => 1000000
        "blockStateStack" => "[{"blocks":[],"indexes":[]}]"
      ]
      label: null
      dialogDescription: null
      name: "content"
      realName: "content"
      documentId: 220
      document: Pimcore\Model\Document\Page {#2214}
      editmode: false
      inherited: false
      inDialogBox: null
      indices: [
        [
          "key" => "1"
          "type" => "text-opening"
          "hidden" => false
        ]
      ]
      current: 0
      currentIndex: [
        "key" => "1"
        "type" => "text-opening"
        "hidden" => false
      ]
      blockStarted: false
      brickTypeUsageCounter: [
        "text-opening" => 1
      ]
    }
    "content:1.cta_buttons" => Pimcore\Model\Document\Editable\Areablock {#3577
      #dao: null
      #config: [
        "allowed" => []
        "types" => [
          [
            "name" => "Animated Logo"
            "description" => ""
            "type" => "animated-logo"
            "icon" => null
            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => true
          ]
          [
            "name" => "Background-Container"
            "description" => ""
            "type" => "background-container"
            "icon" => null
            "previewHtml" => null
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            "needsReload" => false
            "hasDialogBoxConfiguration" => false
          ]
          [
            "name" => "Card"
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            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => true
          ]
          [
            "name" => "Form"
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            "type" => "formbuilder_form"
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            "previewHtml" => null
            "limit" => null
            "needsReload" => false
            "hasDialogBoxConfiguration" => true
          ]
          [
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        <p><strong>03. Mai 2023</strong></p>\n
        \n
        <p>Um einen Wettbewerbsvorteil aufrechtzuerhalten und langfristig hochwertige pharmazeutische Produkte zu liefern, ist ein sorgfältiges Management der Gesamtqualitätskosten unerlässlich. Ein KI-gestütztes proaktives Qualitätsmanagement kann eine wichtige Rolle dabei spielen, die Gesamtkosten der Qualität unter Kontrolle zu halten.</p>\n
        \n
        <p>Das Qualitätsmanagement ist bestrebt, die Produktqualität kontinuierlich zu verbessern und Fehler zu reduzieren, indem es alle Bereiche des Produktionsprozesses überwacht. Dies ist mit Kosten (für Qualität) verbunden, in die die Unternehmen investieren müssen, um die Produktsicherheit zu gewährleisten, die gesetzlichen Anforderungen zu erfüllen und gleichzeitig die finanzielle Leistungsfähigkeit zu erhalten. Nach Angaben der America Society for Quality Management können die Qualitätskosten bis zu 15-20 % der Verkaufserlöse ausmachen.&nbsp;<br />\n
        Die Gesamtkosten der Qualität setzen sich aus vier Faktoren zusammen: interne und externe Fehler, Beurteilungskosten und Präventivkosten. Interne Fehlerkosten entstehen bei Fehlern, die entdeckt werden, bevor der Kunde ein Produkt oder eine Dienstleistung erhält. Externe Fehlerkosten entstehen bei Fehlern, die entdeckt werden, nachdem der Kunde ein Produkt oder eine Dienstleistung erhalten hat. Beurteilungskosten sind Kosten, die mit der Feststellung des Konformitätsgrads mit den Qualitätsanforderungen verbunden sind, und Präventionskosten fallen an, um Qualitätsprobleme zu vermeiden.</p>\n
        \n
        <p>Die Vorbeugung von Fehlern erfordert kontrollierte Produktionsprozesse mit Lieferantenaudits, Audits von Produktionsstätten, Bewertung von Rohstoffen und Endprodukten sowie eine Gesamtbewertung von Risiken und potenziellen Auswirkungen auf die Kunden. Diese Aktivitäten sind arbeitsintensiv, erfordern manuellen Aufwand und mühsame Datenerfassung.&nbsp;</p>\n
        \n
        <p>Darüber hinaus ist die manuelle Analyse von Qualitätsproblemen mit Hilfe traditioneller Qualitätsmethoden (z. B. 5-Why, Fishbone, FMEA) nicht mehr effektiv, da sie zunehmend mit Hard- und Software verwoben sind. Die Anpassung und maßgeschneiderte Konfiguration von Produkten hat die Arten von Qualitätsproblemen enorm erhöht. Dies führt zu riesigen und vielfältigen Datenmengen mit neuen Fehlermustern, die schwer zu analysieren sind.</p>\n
        \n
        <p>Leistungsstarke Algorithmen für maschinelles Lernen können bei der Analyse komplexer Qualitätsdaten helfen und wertvolle Erkenntnisse für die Erkennung, Analyse und Vermeidung von Produktfehlern liefern. Die folgenden Anwendungsbereiche können Ihre Qualitätskostenleistung steigern:</p>\n
        \n
        <ul>\n
        \t<li><strong>Verhindern von Vorfällen:</strong> Nutzen Sie KI-Modelle, um Qualitätstrends zu erkennen und potenziell risikoreiche Probleme vorherzusagen, bevor Qualitätsprobleme oder Produktreklamationen auftreten.</li>\n
        \t<li><strong>Priorisieren Sie die Auswirkungen:</strong> Verwenden Sie prädiktive Analysen, um Qualitätsprobleme auf der Grundlage von Problemtypen, potenziellen Risiken und Auswirkungen auf Kunden zu kategorisieren und zu priorisieren.</li>\n
        \t<li><strong>Optimieren Sie Arbeitsabläufe:</strong> Optimieren Sie die Verfolgung von Qualitätsproblemen und erstellen Sie digitale Arbeitsabläufe, um Wiederholungen zu vermeiden, Korrekturmaßnahmen zu verfolgen und die Wirksamkeit zu messen.</li>\n
        \t<li><strong>Automatisieren Sie die Überwachung:</strong> Nutzen Sie fortschrittliche Robotik und KI-Bildanalyse, um Produktionsprozesse automatisch zu überwachen und Rohmaterialien auf dem gesamten Weg zum fertigen Produkt zu prüfen und zu testen.</li>\n
        </ul>\n
        \n
        <p>Dank der eingehenden Analyse von Qualitätsdaten und der Einführung fortschrittlicher Technologien zur Fertigungssteuerung können die Qualitätskosten erheblich gesenkt werden. Dies ermöglicht es Unternehmen, wertvolle Ressourcen für proaktive Qualität einzusetzen, Innovationen voranzutreiben und die nächste Stufe der Qualitätsreife zu erreichen.<br />\n
        Kontaktieren Sie uns, wenn Sie mehr über den Einsatz von KI im Qualitätsmanagement erfahren möchten. Unsere Experten <a href="https://www.linkedin.com/in/humanriahi/">Dr. Human Riahi Asl</a> (Enterprise Quality Management Consultant) und <a href="https://www.linkedin.com/in/dr-matthias-ruediger/">Dr. Matthias Rüdiger</a> (Head of AI) beantworten gerne Ihre Fragen.</p>\n
        """
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        <p><strong>03. Mai 2023</strong></p>\n
        \n
        <p>Um einen Wettbewerbsvorteil aufrechtzuerhalten und langfristig hochwertige pharmazeutische Produkte zu liefern, ist ein sorgfältiges Management der Gesamtqualitätskosten unerlässlich. Ein KI-gestütztes proaktives Qualitätsmanagement kann eine wichtige Rolle dabei spielen, die Gesamtkosten der Qualität unter Kontrolle zu halten.</p>\n
        \n
        <p>Das Qualitätsmanagement ist bestrebt, die Produktqualität kontinuierlich zu verbessern und Fehler zu reduzieren, indem es alle Bereiche des Produktionsprozesses überwacht. Dies ist mit Kosten (für Qualität) verbunden, in die die Unternehmen investieren müssen, um die Produktsicherheit zu gewährleisten, die gesetzlichen Anforderungen zu erfüllen und gleichzeitig die finanzielle Leistungsfähigkeit zu erhalten. Nach Angaben der America Society for Quality Management können die Qualitätskosten bis zu 15-20 % der Verkaufserlöse ausmachen.&nbsp;<br />\n
        Die Gesamtkosten der Qualität setzen sich aus vier Faktoren zusammen: interne und externe Fehler, Beurteilungskosten und Präventivkosten. Interne Fehlerkosten entstehen bei Fehlern, die entdeckt werden, bevor der Kunde ein Produkt oder eine Dienstleistung erhält. Externe Fehlerkosten entstehen bei Fehlern, die entdeckt werden, nachdem der Kunde ein Produkt oder eine Dienstleistung erhalten hat. Beurteilungskosten sind Kosten, die mit der Feststellung des Konformitätsgrads mit den Qualitätsanforderungen verbunden sind, und Präventionskosten fallen an, um Qualitätsprobleme zu vermeiden.</p>\n
        \n
        <p>Die Vorbeugung von Fehlern erfordert kontrollierte Produktionsprozesse mit Lieferantenaudits, Audits von Produktionsstätten, Bewertung von Rohstoffen und Endprodukten sowie eine Gesamtbewertung von Risiken und potenziellen Auswirkungen auf die Kunden. Diese Aktivitäten sind arbeitsintensiv, erfordern manuellen Aufwand und mühsame Datenerfassung.&nbsp;</p>\n
        \n
        <p>Darüber hinaus ist die manuelle Analyse von Qualitätsproblemen mit Hilfe traditioneller Qualitätsmethoden (z. B. 5-Why, Fishbone, FMEA) nicht mehr effektiv, da sie zunehmend mit Hard- und Software verwoben sind. Die Anpassung und maßgeschneiderte Konfiguration von Produkten hat die Arten von Qualitätsproblemen enorm erhöht. Dies führt zu riesigen und vielfältigen Datenmengen mit neuen Fehlermustern, die schwer zu analysieren sind.</p>\n
        \n
        <p>Leistungsstarke Algorithmen für maschinelles Lernen können bei der Analyse komplexer Qualitätsdaten helfen und wertvolle Erkenntnisse für die Erkennung, Analyse und Vermeidung von Produktfehlern liefern. Die folgenden Anwendungsbereiche können Ihre Qualitätskostenleistung steigern:</p>\n
        \n
        <ul>\n
        \t<li><strong>Verhindern von Vorfällen:</strong> Nutzen Sie KI-Modelle, um Qualitätstrends zu erkennen und potenziell risikoreiche Probleme vorherzusagen, bevor Qualitätsprobleme oder Produktreklamationen auftreten.</li>\n
        \t<li><strong>Priorisieren Sie die Auswirkungen:</strong> Verwenden Sie prädiktive Analysen, um Qualitätsprobleme auf der Grundlage von Problemtypen, potenziellen Risiken und Auswirkungen auf Kunden zu kategorisieren und zu priorisieren.</li>\n
        \t<li><strong>Optimieren Sie Arbeitsabläufe:</strong> Optimieren Sie die Verfolgung von Qualitätsproblemen und erstellen Sie digitale Arbeitsabläufe, um Wiederholungen zu vermeiden, Korrekturmaßnahmen zu verfolgen und die Wirksamkeit zu messen.</li>\n
        \t<li><strong>Automatisieren Sie die Überwachung:</strong> Nutzen Sie fortschrittliche Robotik und KI-Bildanalyse, um Produktionsprozesse automatisch zu überwachen und Rohmaterialien auf dem gesamten Weg zum fertigen Produkt zu prüfen und zu testen.</li>\n
        </ul>\n
        \n
        <p>Dank der eingehenden Analyse von Qualitätsdaten und der Einführung fortschrittlicher Technologien zur Fertigungssteuerung können die Qualitätskosten erheblich gesenkt werden. Dies ermöglicht es Unternehmen, wertvolle Ressourcen für proaktive Qualität einzusetzen, Innovationen voranzutreiben und die nächste Stufe der Qualitätsreife zu erreichen.<br />\n
        Kontaktieren Sie uns, wenn Sie mehr über den Einsatz von KI im Qualitätsmanagement erfahren möchten. Unsere Experten <a href="https://www.linkedin.com/in/humanriahi/">Dr. Human Riahi Asl</a> (Enterprise Quality Management Consultant) und <a href="https://www.linkedin.com/in/dr-matthias-ruediger/">Dr. Matthias Rüdiger</a> (Head of AI) beantworten gerne Ihre Fragen.</p>\n
        """
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      document: Pimcore\Model\Document\Page {#2214}
      editmode: false
      inherited: false
      inDialogBox: null
      id: 100551
      alt: ""
      image: Pimcore\Model\Asset\Image {#3548 …}
      cropPercent: false
      cropWidth: 0.0
      cropHeight: 0.0
      cropTop: 0.0
      cropLeft: 0.0
      hotspots: []
      marker: []
      thumbnail: null
    }
    "slim-kv-display-text" => Pimcore\Model\Document\Editable\Input {#3564
      #dao: null
      #config: [
        "placeholder" => "An awesome displaytext"
      ]
      #label: null
      #dialogDescription: null
      #name: "slim-kv-display-text"
      #realName: "slim-kv-display-text"
      -parentBlockNames: []
      #documentId: 220
      #document: Pimcore\Model\Document\Page {#2214}
      #editmode: false
      #inherited: false
      #inDialogBox: null
      -editableDefinitionCollector: null
      #text: ""
      config: [
        "placeholder" => "An awesome displaytext"
      ]
      label: null
      dialogDescription: null
      name: "slim-kv-display-text"
      realName: "slim-kv-display-text"
      documentId: 220
      document: Pimcore\Model\Document\Page {#2214}
      editmode: false
      inherited: false
      inDialogBox: null
      text: ""
    }
    "headline-level" => Pimcore\Model\Document\Editable\Select {#3563
      #dao: null
      #config: []
      #label: null
      #dialogDescription: null
      #name: "headline-level"
      #realName: "headline-level"
      -parentBlockNames: []
      #documentId: 220
      #document: Pimcore\Model\Document\Page {#2214}
      #editmode: false
      #inherited: false
      #inDialogBox: null
      -editableDefinitionCollector: null
      #text: null
      config: []
      label: null
      dialogDescription: null
      name: "headline-level"
      realName: "headline-level"
      documentId: 220
      document: Pimcore\Model\Document\Page {#2214}
      editmode: false
      inherited: false
      inDialogBox: null
      text: null
    }
    "headline-color" => Pimcore\Model\Document\Editable\Select {#3562
      #dao: null
      #config: []
      #label: null
      #dialogDescription: null
      #name: "headline-color"
      #realName: "headline-color"
      -parentBlockNames: []
      #documentId: 220
      #document: Pimcore\Model\Document\Page {#2214}
      #editmode: false
      #inherited: false
      #inDialogBox: null
      -editableDefinitionCollector: null
      #text: null
      config: []
      label: null
      dialogDescription: null
      name: "headline-color"
      realName: "headline-color"
      documentId: 220
      document: Pimcore\Model\Document\Page {#2214}
      editmode: false
      inherited: false
      inDialogBox: null
      text: null
    }
  ]
  #versions: null
  #contentMainDocumentId: &32 null
  #contentMasterDocumentId: &32 null
  #supportsContentMain: true
  #missingRequiredEditable: null
  #staticGeneratorEnabled: null
  #staticGeneratorLifetime: null
  #inheritedEditables: []
  #scheduledTasks: null
  #title: "INCONSULT - Qualitätskosten"
  #description: "Senkung der Gesamtqualitätskosten durch fortschrittliche Analyse von Qualitätsdaten und Fertigungskontrolle."
  #prettyUrl: null
  dependencies: null
  __dataVersionTimestamp: 1683299893
  path: "/inconsult.de/news/blog/"
  properties: [
    "footer" => Pimcore\Model\Property {#2206}
    "home" => Pimcore\Model\Property {#2205}
    "language" => Pimcore\Model\Property {#2204}
    "mainNavStartNode" => Pimcore\Model\Property {#2203}
    "meta_navigation_include" => Pimcore\Model\Property {#2202}
    "navigation_accesskey" => Pimcore\Model\Property {#2201}
    "navigation_anchor" => Pimcore\Model\Property {#2200}
    "navigation_class" => Pimcore\Model\Property {#2199}
    "navigation_exclude" => Pimcore\Model\Property {#2198}
    "navigation_name" => Pimcore\Model\Property {#2197}
    "navigation_parameters" => Pimcore\Model\Property {#2196}
    "navigation_relation" => Pimcore\Model\Property {#2195}
    "navigation_tabindex" => Pimcore\Model\Property {#2194}
    "navigation_target" => Pimcore\Model\Property {#2193}
    "navigation_title" => Pimcore\Model\Property {#2192}
  ]
  id: 220
  creationDate: 1683299315
  modificationDate: 1683299893
  versionCount: 3
  userOwner: 19
  locked: null
  userModification: 19
  parentId: 203
  parent: null
  _fulldump: false
  dirtyFields: []
  fullPathCache: "/news/blog/qualitaetskosten"
  type: "page"
  key: "qualitaetskosten"
  index: 5
  published: true
  children: []
  siblings: []
  controller: "AppBundle\Controller\DefaultController::defaultAction"
  template: "@inconsult/layouts/slim-keyvisual.html.twig"
  editables: [
    "background-image-phone" => Pimcore\Model\Document\Editable\Image {#3569}
    "background-image-tablet" => Pimcore\Model\Document\Editable\Image {#3571}
    "content" => Pimcore\Model\Document\Editable\Areablock {#3576}
    "content:1.cta_buttons" => Pimcore\Model\Document\Editable\Areablock {#3577}
    "content:1.headline" => Pimcore\Model\Document\Editable\Input {#3574}
    "content:1.headline-color" => Pimcore\Model\Document\Editable\Select {#3578}
    "content:1.headline-level" => Pimcore\Model\Document\Editable\Select {#3575}
    "content:1.lead" => Pimcore\Model\Document\Editable\Input {#3568}
    "content:1.text-opening-body" => Pimcore\Model\Document\Editable\Wysiwyg {#3567}
    "content:1.type-of-opening" => Pimcore\Model\Document\Editable\Select {#3566}
    "keyvisual-background-image" => Pimcore\Model\Document\Editable\Image {#3565}
    "slim-kv-display-text" => Pimcore\Model\Document\Editable\Input {#3564}
    "headline-level" => Pimcore\Model\Document\Editable\Select {#3563}
    "headline-color" => Pimcore\Model\Document\Editable\Select {#3562}
  ]
  versions: null
  contentMainDocumentId: null
  contentMasterDocumentId: null
  supportsContentMain: true
  missingRequiredEditable: null
  staticGeneratorEnabled: null
  staticGeneratorLifetime: null
  inheritedEditables: []
  scheduledTasks: null
  title: "INCONSULT - Qualitätskosten"
  description: "Senkung der Gesamtqualitätskosten durch fortschrittliche Analyse von Qualitätsdaten und Fertigungskontrolle."
  prettyUrl: null
}

Request Headers

Header Value
accept
"*/*"
accept-charset
"ISO-8859-1,utf-8;q=0.7,*;q=0.7"
accept-encoding
"gzip, br, zstd, deflate"
accept-language
"en-us,en;q=0.5"
forwarded
"for="10.42.8.0";host="inconsult-dev.m2.krankikom.de";proto=http"
host
"inconsult-dev.m2.krankikom.de"
user-agent
"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
x-forwarded-for
"10.42.8.0"
x-original-uri
"/news/blog/qualitaetskosten"
x-php-ob-level
"1"
x-real-ip
"3.146.206.87"
x-request-id
"440133c76af5feca64960a7ee97d5a42"
x-scheme
"https"

Request Content

Request content not available (it was retrieved as a resource).

Response

Response Headers

Header Value
cache-control
"no-cache, private"
date
"Tue, 24 Dec 2024 18:25:34 GMT"
x-debug-token
"daeb59"

Cookies

Request Cookies

No request cookies

Response Cookies

No response cookies

Session

Session Metadata

No session metadata

Session Attributes

No session attributes

Session Usage

0 Usages
Stateless check enabled

Session not used.

Flashes

Flashes

No flash messages were created.

Server Parameters

Server Parameters

Defined in .env

Key Value
(no data)

Defined as regular env variables

Key Value
APP_DEBUG
"1"
APP_ENV
"dev"
COMPOSER_ALLOW_SUPERUSER
"1"
COMPOSER_MEMORY_LIMIT
"-1"
CONTEXT_DOCUMENT_ROOT
"/var/www/html/public"
CONTEXT_PREFIX
""
DOCTRINE_DEPRECATIONS
"trigger"
DOCUMENT_ROOT
"/var/www/html/public"
FCGI_CONNECT
"localhost:9001"
FCGI_ROLE
"RESPONDER"
GATEWAY_INTERFACE
"CGI/1.1"
GPG_KEYS
"39B641343D8C104B2B146DC3F9C39DC0B9698544 E60913E4DF209907D8E30D96659A97C9CF2A795A 1198C0117593497A5EC5C199286AF1F9897469DC"
HOME
"/var/www"
HOSTNAME
"pimcore-website-fpm-66c7896f78-c2pmg"
HTTP_ACCEPT
"*/*"
HTTP_ACCEPT_CHARSET
"ISO-8859-1,utf-8;q=0.7,*;q=0.7"
HTTP_ACCEPT_ENCODING
"gzip, br, zstd, deflate"
HTTP_ACCEPT_LANGUAGE
"en-us,en;q=0.5"
HTTP_FORWARDED
"for="10.42.8.0";host="inconsult-dev.m2.krankikom.de";proto=http"
HTTP_HOST
"inconsult-dev.m2.krankikom.de"
HTTP_USER_AGENT
"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
HTTP_X_FORWARDED_FOR
"10.42.8.0"
HTTP_X_ORIGINAL_URI
"/news/blog/qualitaetskosten"
HTTP_X_REAL_IP
"3.146.206.87"
HTTP_X_REQUEST_ID
"440133c76af5feca64960a7ee97d5a42"
HTTP_X_SCHEME
"https"
KUBERNETES_PORT
"tcp://10.43.0.1:443"
KUBERNETES_PORT_443_TCP
"tcp://10.43.0.1:443"
KUBERNETES_PORT_443_TCP_ADDR
"10.43.0.1"
KUBERNETES_PORT_443_TCP_PORT
"443"
KUBERNETES_PORT_443_TCP_PROTO
"tcp"
KUBERNETES_SERVICE_HOST
"10.43.0.1"
KUBERNETES_SERVICE_PORT
"443"
KUBERNETES_SERVICE_PORT_HTTPS
"443"
MAILER_MAIN_DSN
"smtp://mx01.krankikom.de:25"
MYSQL_DB
"pimcore"
MYSQL_HOST
"mysql"
MYSQL_PASSWORD
"9ac15f71c1205084c99bde11ba5ee887"
MYSQL_PORT
"3306"
MYSQL_PORT_3306_TCP
"tcp://10.43.7.71:3306"
MYSQL_PORT_3306_TCP_ADDR
"10.43.7.71"
MYSQL_PORT_3306_TCP_PORT
"3306"
MYSQL_PORT_3306_TCP_PROTO
"tcp"
MYSQL_PORT_9104_TCP
"tcp://10.43.7.71:9104"
MYSQL_PORT_9104_TCP_ADDR
"10.43.7.71"
MYSQL_PORT_9104_TCP_PORT
"9104"
MYSQL_PORT_9104_TCP_PROTO
"tcp"
MYSQL_SERVICE_HOST
"10.43.7.71"
MYSQL_SERVICE_PORT
"3306"
MYSQL_SERVICE_PORT_METRICS
"9104"
MYSQL_SERVICE_PORT_MYSQL
"3306"
MYSQL_USER
"pimcore"
PATH
"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin"
PATH_INFO
""
PHPIZE_DEPS
"autoconf \t\tdpkg-dev \t\tfile \t\tg++ \t\tgcc \t\tlibc-dev \t\tmake \t\tpkg-config \t\tre2c"
PHP_ASC_URL
"https://www.php.net/distributions/php-8.2.16.tar.xz.asc"
PHP_CFLAGS
"-fstack-protector-strong -fpic -fpie -O2 -D_LARGEFILE_SOURCE -D_FILE_OFFSET_BITS=64"
PHP_CPPFLAGS
"-fstack-protector-strong -fpic -fpie -O2 -D_LARGEFILE_SOURCE -D_FILE_OFFSET_BITS=64"
PHP_INI_DIR
"/usr/local/etc/php"
PHP_LDFLAGS
"-Wl,-O1 -pie"
PHP_SELF
"/index.php"
PHP_SHA256
"28cdc995b7d5421711c7044294885fcde4390c9f67504a994b4cf9bc1b5cc593"
PHP_URL
"https://www.php.net/distributions/php-8.2.16.tar.xz"
PHP_VERSION
"8.2.16"
PIMCORE_CACHE_DIRECTORY
"/tmp/pimcore/cache"
PIMCORE_ENVIRONMENT
"dev"
PIMCORE_SECRET
"04cb8f5a36d4fd6fec02311a4abd7f8d"
PIMCORE_SYMFONY_CACHE_DIRECTORY
"/tmp/pimcore/symfony"
PIMCORE_SYSTEM_TEMP_DIRECTORY
"/tmp/pimcore/tmp"
PIMCORE_VARNISH_PORT
"tcp://10.43.47.135:80"
PIMCORE_VARNISH_PORT_80_TCP
"tcp://10.43.47.135:80"
PIMCORE_VARNISH_PORT_80_TCP_ADDR
"10.43.47.135"
PIMCORE_VARNISH_PORT_80_TCP_PORT
"80"
PIMCORE_VARNISH_PORT_80_TCP_PROTO
"tcp"
PIMCORE_VARNISH_SERVICE_HOST
"10.43.47.135"
PIMCORE_VARNISH_SERVICE_PORT
"80"
PIMCORE_VARNISH_SERVICE_PORT_PIMCORE_VARNISH
"80"
PIMCORE_WEBSITE_FPM_PORT
"tcp://10.43.222.187:80"
PIMCORE_WEBSITE_FPM_PORT_80_TCP
"tcp://10.43.222.187:80"
PIMCORE_WEBSITE_FPM_PORT_80_TCP_ADDR
"10.43.222.187"
PIMCORE_WEBSITE_FPM_PORT_80_TCP_PORT
"80"
PIMCORE_WEBSITE_FPM_PORT_80_TCP_PROTO
"tcp"
PIMCORE_WEBSITE_FPM_PORT_9000_TCP
"tcp://10.43.222.187:9000"
PIMCORE_WEBSITE_FPM_PORT_9000_TCP_ADDR
"10.43.222.187"
PIMCORE_WEBSITE_FPM_PORT_9000_TCP_PORT
"9000"
PIMCORE_WEBSITE_FPM_PORT_9000_TCP_PROTO
"tcp"
PIMCORE_WEBSITE_FPM_PORT_9117_TCP
"tcp://10.43.222.187:9117"
PIMCORE_WEBSITE_FPM_PORT_9117_TCP_ADDR
"10.43.222.187"
PIMCORE_WEBSITE_FPM_PORT_9117_TCP_PORT
"9117"
PIMCORE_WEBSITE_FPM_PORT_9117_TCP_PROTO
"tcp"
PIMCORE_WEBSITE_FPM_SERVICE_HOST
"10.43.222.187"
PIMCORE_WEBSITE_FPM_SERVICE_PORT
"80"
PIMCORE_WEBSITE_FPM_SERVICE_PORT_APACHE
"80"
PIMCORE_WEBSITE_FPM_SERVICE_PORT_METRICS
"9117"
PIMCORE_WEBSITE_FPM_SERVICE_PORT_PIMCORE_WEBSITE_FPM
"9000"
PWD
"/var/www/html"
QUERY_STRING
""
REDIRECT_STATIC_PAGE_URI
"/%home"
REDIRECT_STATUS
"200"
REDIRECT_URL
"/news/blog/qualitaetskosten"
REDIS_HOST
"redis"
REDIS_PORT
"6379"
REDIS_PORT_6379_TCP
"tcp://10.43.5.112:6379"
REDIS_PORT_6379_TCP_ADDR
"10.43.5.112"
REDIS_PORT_6379_TCP_PORT
"6379"
REDIS_PORT_6379_TCP_PROTO
"tcp"
REDIS_SERVICE_HOST
"10.43.5.112"
REDIS_SERVICE_PORT
"6379"
REDIS_SERVICE_PORT_REDIS
"6379"
REMOTE_ADDR
"127.0.0.1"
REMOTE_PORT
"36258"
REQUEST_METHOD
"GET"
REQUEST_SCHEME
"http"
REQUEST_TIME
1735064734
REQUEST_TIME_FLOAT
1735064734.84
REQUEST_URI
"breadcrumbs"
RUN_DISTVAR_SYNC
"1"
SCRIPT_FILENAME
"/var/www/html/public/index.php"
SCRIPT_NAME
"/index.php"
SERVER_ADDR
"10.42.11.250"
SERVER_ADMIN
"webmaster@localhost"
SERVER_NAME
"inconsult-dev.m2.krankikom.de"
SERVER_PORT
"80"
SERVER_PROTOCOL
"HTTP/1.1"
SERVER_SIGNATURE
"<address>Apache/2.4.59 (Debian) Server at inconsult-dev.m2.krankikom.de Port 80</address>\n"
SERVER_SOFTWARE
"Apache/2.4.59 (Debian)"
SHELL_VERBOSITY
3
SMTP_HOST
"mx01.krankikom.de"
SMTP_PORT
"25"
STATIC_PAGE_URI
"/%home"
USER
"www-data"
argc
0
argv
[]
proxy-nokeepalive
"1"

Parent Request

Return to parent request (token = ac051d)

Key Value
_controller
"AppBundle\Controller\DefaultController::defaultAction"
_editmode
false
_event_controller
AppBundle\Controller\DefaultController {#2141
  #container: Symfony\Component\DependencyInjection\Argument\ServiceLocator {#2233 …}
  #logger: Pimcore\Bundle\ApplicationLoggerBundle\ApplicationLogger {#2142 …}
}
_links
Symfony\Component\WebLink\GenericLinkProvider {#5309
  -links: [
    5307 => Symfony\Component\WebLink\Link {#5307
      -href: "/cache-buster-1718696742/js/jquery-3.5.1.min.js"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "script"
      ]
    }
    5310 => Symfony\Component\WebLink\Link {#5310
      -href: "/cache-buster-1718696742/js/swiper-4.4.2.min.js"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "script"
      ]
    }
  ]
}
_locale
"de_DE"
_pimcore_context
"default"
_pimcore_frontend_request
true
_route
"document_220"
_route_params
[
  "_locale" => "de_DE"
]
_site
Pimcore\Model\Site {#1975
  #dao: null
  #id: 1
  #domains: [
    "inconsult-online.de"
    "www.inconsult-online.de"
    "inconsult-upgrade.dev.kranki.net"
    "inconsult-dev.m2.krankikom.de"
  ]
  #rootId: 2
  #rootDocument: Pimcore\Model\Document\Page {#1976 …}
  #rootPath: null
  #mainDomain: "inconsult-online.de"
  #errorDocument: "/inconsult.de/404"
  #localizedErrorDocuments: [
    "en_GB" => ""
    "de_DE" => ""
  ]
  #redirectToMainDomain: false
  #creationDate: 1624445357
  #modificationDate: 1711015831
  -activeDispatchingEvents: []
  id: 1
  domains: [
    "inconsult-online.de"
    "www.inconsult-online.de"
    "inconsult-upgrade.dev.kranki.net"
    "inconsult-dev.m2.krankikom.de"
  ]
  rootId: 2
  rootDocument: Pimcore\Model\Document\Page {#1976 …}
  rootPath: null
  mainDomain: "inconsult-online.de"
  errorDocument: "/inconsult.de/404"
  localizedErrorDocuments: [
    "en_GB" => ""
    "de_DE" => ""
  ]
  redirectToMainDomain: false
  creationDate: 1624445357
  modificationDate: 1711015831
}
_site_path
"/inconsult.de/news/blog/qualitaetskosten"
_stopwatch_token
"0e853b"
contentDocument
Pimcore\Model\Document\Page {#2214
  #dao: Pimcore\Model\Document\Page\Dao {#2920 …}
  #dependencies: null
  #__dataVersionTimestamp: 1683299893
  #path: "/inconsult.de/news/blog/"
  #properties: [
    "footer" => Pimcore\Model\Property {#2206
      #dao: null
      #name: "footer"
      #data: "4"
      #type: "document"
      #ctype: "document"
      #cpath: null
      #cid: 220
      #inheritable: true
      #inherited: true
      name: "footer"
      data: "4"
      type: "document"
      ctype: "document"
      cpath: null
      cid: 220
      inheritable: true
      inherited: true
    }
    "home" => Pimcore\Model\Property {#2205
      #dao: null
      #name: "home"
      #data: "2"
      #type: "document"
      #ctype: "document"
      #cpath: null
      #cid: 220
      #inheritable: true
      #inherited: true
      name: "home"
      data: "2"
      type: "document"
      ctype: "document"
      cpath: null
      cid: 220
      inheritable: true
      inherited: true
    }
    "language" => Pimcore\Model\Property {#2204
      #dao: null
      #name: "language"
      #data: "de_DE"
      #type: "text"
      #ctype: "document"
      #cpath: null
      #cid: 220
      #inheritable: true
      #inherited: true
      name: "language"
      data: "de_DE"
      type: "text"
      ctype: "document"
      cpath: null
      cid: 220
      inheritable: true
      inherited: true
    }
    "mainNavStartNode" => Pimcore\Model\Property {#2203
      #dao: null
      #name: "mainNavStartNode"
      #data: "2"
      #type: "document"
      #ctype: "document"
      #cpath: null
      #cid: 220
      #inheritable: true
      #inherited: true
      name: "mainNavStartNode"
      data: "2"
      type: "document"
      ctype: "document"
      cpath: null
      cid: 220
      inheritable: true
      inherited: true
    }
    "meta_navigation_include" => Pimcore\Model\Property {#2202
      #dao: null
      #name: "meta_navigation_include"
      #data: "5"
      #type: "document"
      #ctype: "document"
      #cpath: null
      #cid: 220
      #inheritable: true
      #inherited: true
      name: "meta_navigation_include"
      data: "5"
      type: "document"
      ctype: "document"
      cpath: null
      cid: 220
      inheritable: true
      inherited: true
    }
    "navigation_accesskey" => Pimcore\Model\Property {#2201
      #dao: null
      #name: "navigation_accesskey"
      #data: ""
      #type: "text"
      #ctype: "document"
      #cpath: null
      #cid: 220
      #inheritable: false
      #inherited: false
      name: "navigation_accesskey"
      data: ""
      type: "text"
      ctype: "document"
      cpath: null
      cid: 220
      inheritable: false
      inherited: false
    }
    "navigation_anchor" => Pimcore\Model\Property {#2200
      #dao: null
      #name: "navigation_anchor"
      #data: ""
      #type: "text"
      #ctype: "document"
      #cpath: null
      #cid: 220
      #inheritable: false
      #inherited: false
      name: "navigation_anchor"
      data: ""
      type: "text"
      ctype: "document"
      cpath: null
      cid: 220
      inheritable: false
      inherited: false
    }
    "navigation_class" => Pimcore\Model\Property {#2199
      #dao: null
      #name: "navigation_class"
      #data: ""
      #type: "text"
      #ctype: "document"
      #cpath: null
      #cid: 220
      #inheritable: false
      #inherited: false
      name: "navigation_class"
      data: ""
      type: "text"
      ctype: "document"
      cpath: null
      cid: 220
      inheritable: false
      inherited: false
    }
    "navigation_exclude" => Pimcore\Model\Property {#2198
      #dao: null
      #name: "navigation_exclude"
      #data: true
      #type: "bool"
      #ctype: "document"
      #cpath: null
      #cid: 220
      #inheritable: false
      #inherited: false
      name: "navigation_exclude"
      data: true
      type: "bool"
      ctype: "document"
      cpath: null
      cid: 220
      inheritable: false
      inherited: false
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        <p><strong>03. Mai 2023</strong></p>\n
        \n
        <p>Um einen Wettbewerbsvorteil aufrechtzuerhalten und langfristig hochwertige pharmazeutische Produkte zu liefern, ist ein sorgfältiges Management der Gesamtqualitätskosten unerlässlich. Ein KI-gestütztes proaktives Qualitätsmanagement kann eine wichtige Rolle dabei spielen, die Gesamtkosten der Qualität unter Kontrolle zu halten.</p>\n
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        <p>Das Qualitätsmanagement ist bestrebt, die Produktqualität kontinuierlich zu verbessern und Fehler zu reduzieren, indem es alle Bereiche des Produktionsprozesses überwacht. Dies ist mit Kosten (für Qualität) verbunden, in die die Unternehmen investieren müssen, um die Produktsicherheit zu gewährleisten, die gesetzlichen Anforderungen zu erfüllen und gleichzeitig die finanzielle Leistungsfähigkeit zu erhalten. Nach Angaben der America Society for Quality Management können die Qualitätskosten bis zu 15-20 % der Verkaufserlöse ausmachen.&nbsp;<br />\n
        Die Gesamtkosten der Qualität setzen sich aus vier Faktoren zusammen: interne und externe Fehler, Beurteilungskosten und Präventivkosten. Interne Fehlerkosten entstehen bei Fehlern, die entdeckt werden, bevor der Kunde ein Produkt oder eine Dienstleistung erhält. Externe Fehlerkosten entstehen bei Fehlern, die entdeckt werden, nachdem der Kunde ein Produkt oder eine Dienstleistung erhalten hat. Beurteilungskosten sind Kosten, die mit der Feststellung des Konformitätsgrads mit den Qualitätsanforderungen verbunden sind, und Präventionskosten fallen an, um Qualitätsprobleme zu vermeiden.</p>\n
        \n
        <p>Die Vorbeugung von Fehlern erfordert kontrollierte Produktionsprozesse mit Lieferantenaudits, Audits von Produktionsstätten, Bewertung von Rohstoffen und Endprodukten sowie eine Gesamtbewertung von Risiken und potenziellen Auswirkungen auf die Kunden. Diese Aktivitäten sind arbeitsintensiv, erfordern manuellen Aufwand und mühsame Datenerfassung.&nbsp;</p>\n
        \n
        <p>Darüber hinaus ist die manuelle Analyse von Qualitätsproblemen mit Hilfe traditioneller Qualitätsmethoden (z. B. 5-Why, Fishbone, FMEA) nicht mehr effektiv, da sie zunehmend mit Hard- und Software verwoben sind. Die Anpassung und maßgeschneiderte Konfiguration von Produkten hat die Arten von Qualitätsproblemen enorm erhöht. Dies führt zu riesigen und vielfältigen Datenmengen mit neuen Fehlermustern, die schwer zu analysieren sind.</p>\n
        \n
        <p>Leistungsstarke Algorithmen für maschinelles Lernen können bei der Analyse komplexer Qualitätsdaten helfen und wertvolle Erkenntnisse für die Erkennung, Analyse und Vermeidung von Produktfehlern liefern. Die folgenden Anwendungsbereiche können Ihre Qualitätskostenleistung steigern:</p>\n
        \n
        <ul>\n
        \t<li><strong>Verhindern von Vorfällen:</strong> Nutzen Sie KI-Modelle, um Qualitätstrends zu erkennen und potenziell risikoreiche Probleme vorherzusagen, bevor Qualitätsprobleme oder Produktreklamationen auftreten.</li>\n
        \t<li><strong>Priorisieren Sie die Auswirkungen:</strong> Verwenden Sie prädiktive Analysen, um Qualitätsprobleme auf der Grundlage von Problemtypen, potenziellen Risiken und Auswirkungen auf Kunden zu kategorisieren und zu priorisieren.</li>\n
        \t<li><strong>Optimieren Sie Arbeitsabläufe:</strong> Optimieren Sie die Verfolgung von Qualitätsproblemen und erstellen Sie digitale Arbeitsabläufe, um Wiederholungen zu vermeiden, Korrekturmaßnahmen zu verfolgen und die Wirksamkeit zu messen.</li>\n
        \t<li><strong>Automatisieren Sie die Überwachung:</strong> Nutzen Sie fortschrittliche Robotik und KI-Bildanalyse, um Produktionsprozesse automatisch zu überwachen und Rohmaterialien auf dem gesamten Weg zum fertigen Produkt zu prüfen und zu testen.</li>\n
        </ul>\n
        \n
        <p>Dank der eingehenden Analyse von Qualitätsdaten und der Einführung fortschrittlicher Technologien zur Fertigungssteuerung können die Qualitätskosten erheblich gesenkt werden. Dies ermöglicht es Unternehmen, wertvolle Ressourcen für proaktive Qualität einzusetzen, Innovationen voranzutreiben und die nächste Stufe der Qualitätsreife zu erreichen.<br />\n
        Kontaktieren Sie uns, wenn Sie mehr über den Einsatz von KI im Qualitätsmanagement erfahren möchten. Unsere Experten <a href="https://www.linkedin.com/in/humanriahi/">Dr. Human Riahi Asl</a> (Enterprise Quality Management Consultant) und <a href="https://www.linkedin.com/in/dr-matthias-ruediger/">Dr. Matthias Rüdiger</a> (Head of AI) beantworten gerne Ihre Fragen.</p>\n
        """
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        <p><strong>03. Mai 2023</strong></p>\n
        \n
        <p>Um einen Wettbewerbsvorteil aufrechtzuerhalten und langfristig hochwertige pharmazeutische Produkte zu liefern, ist ein sorgfältiges Management der Gesamtqualitätskosten unerlässlich. Ein KI-gestütztes proaktives Qualitätsmanagement kann eine wichtige Rolle dabei spielen, die Gesamtkosten der Qualität unter Kontrolle zu halten.</p>\n
        \n
        <p>Das Qualitätsmanagement ist bestrebt, die Produktqualität kontinuierlich zu verbessern und Fehler zu reduzieren, indem es alle Bereiche des Produktionsprozesses überwacht. Dies ist mit Kosten (für Qualität) verbunden, in die die Unternehmen investieren müssen, um die Produktsicherheit zu gewährleisten, die gesetzlichen Anforderungen zu erfüllen und gleichzeitig die finanzielle Leistungsfähigkeit zu erhalten. Nach Angaben der America Society for Quality Management können die Qualitätskosten bis zu 15-20 % der Verkaufserlöse ausmachen.&nbsp;<br />\n
        Die Gesamtkosten der Qualität setzen sich aus vier Faktoren zusammen: interne und externe Fehler, Beurteilungskosten und Präventivkosten. Interne Fehlerkosten entstehen bei Fehlern, die entdeckt werden, bevor der Kunde ein Produkt oder eine Dienstleistung erhält. Externe Fehlerkosten entstehen bei Fehlern, die entdeckt werden, nachdem der Kunde ein Produkt oder eine Dienstleistung erhalten hat. Beurteilungskosten sind Kosten, die mit der Feststellung des Konformitätsgrads mit den Qualitätsanforderungen verbunden sind, und Präventionskosten fallen an, um Qualitätsprobleme zu vermeiden.</p>\n
        \n
        <p>Die Vorbeugung von Fehlern erfordert kontrollierte Produktionsprozesse mit Lieferantenaudits, Audits von Produktionsstätten, Bewertung von Rohstoffen und Endprodukten sowie eine Gesamtbewertung von Risiken und potenziellen Auswirkungen auf die Kunden. Diese Aktivitäten sind arbeitsintensiv, erfordern manuellen Aufwand und mühsame Datenerfassung.&nbsp;</p>\n
        \n
        <p>Darüber hinaus ist die manuelle Analyse von Qualitätsproblemen mit Hilfe traditioneller Qualitätsmethoden (z. B. 5-Why, Fishbone, FMEA) nicht mehr effektiv, da sie zunehmend mit Hard- und Software verwoben sind. Die Anpassung und maßgeschneiderte Konfiguration von Produkten hat die Arten von Qualitätsproblemen enorm erhöht. Dies führt zu riesigen und vielfältigen Datenmengen mit neuen Fehlermustern, die schwer zu analysieren sind.</p>\n
        \n
        <p>Leistungsstarke Algorithmen für maschinelles Lernen können bei der Analyse komplexer Qualitätsdaten helfen und wertvolle Erkenntnisse für die Erkennung, Analyse und Vermeidung von Produktfehlern liefern. Die folgenden Anwendungsbereiche können Ihre Qualitätskostenleistung steigern:</p>\n
        \n
        <ul>\n
        \t<li><strong>Verhindern von Vorfällen:</strong> Nutzen Sie KI-Modelle, um Qualitätstrends zu erkennen und potenziell risikoreiche Probleme vorherzusagen, bevor Qualitätsprobleme oder Produktreklamationen auftreten.</li>\n
        \t<li><strong>Priorisieren Sie die Auswirkungen:</strong> Verwenden Sie prädiktive Analysen, um Qualitätsprobleme auf der Grundlage von Problemtypen, potenziellen Risiken und Auswirkungen auf Kunden zu kategorisieren und zu priorisieren.</li>\n
        \t<li><strong>Optimieren Sie Arbeitsabläufe:</strong> Optimieren Sie die Verfolgung von Qualitätsproblemen und erstellen Sie digitale Arbeitsabläufe, um Wiederholungen zu vermeiden, Korrekturmaßnahmen zu verfolgen und die Wirksamkeit zu messen.</li>\n
        \t<li><strong>Automatisieren Sie die Überwachung:</strong> Nutzen Sie fortschrittliche Robotik und KI-Bildanalyse, um Produktionsprozesse automatisch zu überwachen und Rohmaterialien auf dem gesamten Weg zum fertigen Produkt zu prüfen und zu testen.</li>\n
        </ul>\n
        \n
        <p>Dank der eingehenden Analyse von Qualitätsdaten und der Einführung fortschrittlicher Technologien zur Fertigungssteuerung können die Qualitätskosten erheblich gesenkt werden. Dies ermöglicht es Unternehmen, wertvolle Ressourcen für proaktive Qualität einzusetzen, Innovationen voranzutreiben und die nächste Stufe der Qualitätsreife zu erreichen.<br />\n
        Kontaktieren Sie uns, wenn Sie mehr über den Einsatz von KI im Qualitätsmanagement erfahren möchten. Unsere Experten <a href="https://www.linkedin.com/in/humanriahi/">Dr. Human Riahi Asl</a> (Enterprise Quality Management Consultant) und <a href="https://www.linkedin.com/in/dr-matthias-ruediger/">Dr. Matthias Rüdiger</a> (Head of AI) beantworten gerne Ihre Fragen.</p>\n
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    "content" => Pimcore\Model\Document\Editable\Areablock {#3576}
    "content:1.cta_buttons" => Pimcore\Model\Document\Editable\Areablock {#3577}
    "content:1.headline" => Pimcore\Model\Document\Editable\Input {#3574}
    "content:1.headline-color" => Pimcore\Model\Document\Editable\Select {#3578}
    "content:1.headline-level" => Pimcore\Model\Document\Editable\Select {#3575}
    "content:1.lead" => Pimcore\Model\Document\Editable\Input {#3568}
    "content:1.text-opening-body" => Pimcore\Model\Document\Editable\Wysiwyg {#3567}
    "content:1.type-of-opening" => Pimcore\Model\Document\Editable\Select {#3566}
    "keyvisual-background-image" => Pimcore\Model\Document\Editable\Image {#3565}
    "slim-kv-display-text" => Pimcore\Model\Document\Editable\Input {#3564}
    "headline-level" => Pimcore\Model\Document\Editable\Select {#3563}
    "headline-color" => Pimcore\Model\Document\Editable\Select {#3562}
  ]
  versions: null
  contentMainDocumentId: null
  contentMasterDocumentId: null
  supportsContentMain: true
  missingRequiredEditable: null
  staticGeneratorEnabled: null
  staticGeneratorLifetime: null
  inheritedEditables: []
  scheduledTasks: null
  title: "INCONSULT - Qualitätskosten"
  description: "Senkung der Gesamtqualitätskosten durch fortschrittliche Analyse von Qualitätsdaten und Fertigungskontrolle."
  prettyUrl: null
}
routeDocument
Pimcore\Routing\DocumentRoute {#2218
  -path: "/news/blog/qualitaetskosten"
  -host: ""
  -schemes: []
  -methods: []
  -defaults: [
    "_locale" => "de_DE"
    "_controller" => "AppBundle\Controller\DefaultController::defaultAction"
    "_template" => "@inconsult/layouts/slim-keyvisual.html.twig"
  ]
  -requirements: []
  -options: [
    "compiler_class" => "Symfony\Component\Routing\RouteCompiler"
    "utf8" => true
  ]
  -condition: ""
  -compiled: Symfony\Component\Routing\CompiledRoute {#2185 …}
  #document: Pimcore\Model\Document\Page {#2214
    #dao: Pimcore\Model\Document\Page\Dao {#2920 …}
    #dependencies: null
    #__dataVersionTimestamp: 1683299893
    #path: "/inconsult.de/news/blog/"
    #properties: [
      "footer" => Pimcore\Model\Property {#2206
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        #name: "footer"
        #data: "4"
        #type: "document"
        #ctype: "document"
        #cpath: null
        #cid: 220
        #inheritable: true
        #inherited: true
        name: "footer"
        data: "4"
        type: "document"
        ctype: "document"
        cpath: null
        cid: 220
        inheritable: true
        inherited: true
      }
      "home" => Pimcore\Model\Property {#2205
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        #name: "home"
        #data: "2"
        #type: "document"
        #ctype: "document"
        #cpath: null
        #cid: 220
        #inheritable: true
        #inherited: true
        name: "home"
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        type: "document"
        ctype: "document"
        cpath: null
        cid: 220
        inheritable: true
        inherited: true
      }
      "language" => Pimcore\Model\Property {#2204
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        #name: "language"
        #data: "de_DE"
        #type: "text"
        #ctype: "document"
        #cpath: null
        #cid: 220
        #inheritable: true
        #inherited: true
        name: "language"
        data: "de_DE"
        type: "text"
        ctype: "document"
        cpath: null
        cid: 220
        inheritable: true
        inherited: true
      }
      "mainNavStartNode" => Pimcore\Model\Property {#2203
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        #name: "mainNavStartNode"
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        #ctype: "document"
        #cpath: null
        #cid: 220
        #inheritable: true
        #inherited: true
        name: "mainNavStartNode"
        data: "2"
        type: "document"
        ctype: "document"
        cpath: null
        cid: 220
        inheritable: true
        inherited: true
      }
      "meta_navigation_include" => Pimcore\Model\Property {#2202
        #dao: null
        #name: "meta_navigation_include"
        #data: "5"
        #type: "document"
        #ctype: "document"
        #cpath: null
        #cid: 220
        #inheritable: true
        #inherited: true
        name: "meta_navigation_include"
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        ctype: "document"
        cpath: null
        cid: 220
        inheritable: true
        inherited: true
      }
      "navigation_accesskey" => Pimcore\Model\Property {#2201
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        #name: "navigation_accesskey"
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        #type: "text"
        #ctype: "document"
        #cpath: null
        #cid: 220
        #inheritable: false
        #inherited: false
        name: "navigation_accesskey"
        data: ""
        type: "text"
        ctype: "document"
        cpath: null
        cid: 220
        inheritable: false
        inherited: false
      }
      "navigation_anchor" => Pimcore\Model\Property {#2200
        #dao: null
        #name: "navigation_anchor"
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        #type: "text"
        #ctype: "document"
        #cpath: null
        #cid: 220
        #inheritable: false
        #inherited: false
        name: "navigation_anchor"
        data: ""
        type: "text"
        ctype: "document"
        cpath: null
        cid: 220
        inheritable: false
        inherited: false
      }
      "navigation_class" => Pimcore\Model\Property {#2199
        #dao: null
        #name: "navigation_class"
        #data: ""
        #type: "text"
        #ctype: "document"
        #cpath: null
        #cid: 220
        #inheritable: false
        #inherited: false
        name: "navigation_class"
        data: ""
        type: "text"
        ctype: "document"
        cpath: null
        cid: 220
        inheritable: false
        inherited: false
      }
      "navigation_exclude" => Pimcore\Model\Property {#2198
        #dao: null
        #name: "navigation_exclude"
        #data: true
        #type: "bool"
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        #cpath: null
        #cid: 220
        #inheritable: false
        #inherited: false
        name: "navigation_exclude"
        data: true
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        ctype: "document"
        cpath: null
        cid: 220
        inheritable: false
        inherited: false
      }
      "navigation_name" => Pimcore\Model\Property {#2197
        #dao: null
        #name: "navigation_name"
        #data: "Qualitätskosten"
        #type: "text"
        #ctype: "document"
        #cpath: null
        #cid: 220
        #inheritable: false
        #inherited: false
        name: "navigation_name"
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        ctype: "document"
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        cid: 220
        inheritable: false
        inherited: false
      }
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        #name: "navigation_parameters"
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        #type: "text"
        #ctype: "document"
        #cpath: null
        #cid: 220
        #inheritable: false
        #inherited: false
        name: "navigation_parameters"
        data: ""
        type: "text"
        ctype: "document"
        cpath: null
        cid: 220
        inheritable: false
        inherited: false
      }
      "navigation_relation" => Pimcore\Model\Property {#2195
        #dao: null
        #name: "navigation_relation"
        #data: ""
        #type: "text"
        #ctype: "document"
        #cpath: null
        #cid: 220
        #inheritable: false
        #inherited: false
        name: "navigation_relation"
        data: ""
        type: "text"
        ctype: "document"
        cpath: null
        cid: 220
        inheritable: false
        inherited: false
      }
      "navigation_tabindex" => Pimcore\Model\Property {#2194
        #dao: null
        #name: "navigation_tabindex"
        #data: ""
        #type: "text"
        #ctype: "document"
        #cpath: null
        #cid: 220
        #inheritable: false
        #inherited: false
        name: "navigation_tabindex"
        data: ""
        type: "text"
        ctype: "document"
        cpath: null
        cid: 220
        inheritable: false
        inherited: false
      }
      "navigation_target" => Pimcore\Model\Property {#2193
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        #name: "navigation_target"
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        #type: "text"
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        #cpath: null
        #cid: 220
        #inheritable: false
        #inherited: false
        name: "navigation_target"
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        ctype: "document"
        cpath: null
        cid: 220
        inheritable: false
        inherited: false
      }
      "navigation_title" => Pimcore\Model\Property {#2192
        #dao: null
        #name: "navigation_title"
        #data: "Qualitätskosten"
        #type: "text"
        #ctype: "document"
        #cpath: null
        #cid: 220
        #inheritable: false
        #inherited: false
        name: "navigation_title"
        data: "Qualitätskosten"
        type: "text"
        ctype: "document"
        cpath: null
        cid: 220
        inheritable: false
        inherited: false
      }
    ]
    #id: 220
    #creationDate: 1683299315
    #modificationDate: 1683299893
    #versionCount: 3
    #userOwner: 19
    #locked: null
    #userModification: 19
    #parentId: 203
    #parent: null
    #_fulldump: false
    #dirtyFields: []
    -activeDispatchingEvents: []
    #fullPathCache: "/news/blog/qualitaetskosten"
    #type: "page"
    #key: "qualitaetskosten"
    #index: 5
    #published: true
    #children: []
    #siblings: []
    #controller: "AppBundle\Controller\DefaultController::defaultAction"
    #template: "@inconsult/layouts/slim-keyvisual.html.twig"
    #editables: [
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        #dao: null
        #config: []
        #label: null
        #dialogDescription: null
        #name: "background-image-phone"
        #realName: "background-image-phone"
        -parentBlockNames: []
        #documentId: 220
        #document: Pimcore\Model\Document\Page {#2214}
        #editmode: false
        #inherited: false
        #inDialogBox: null
        -editableDefinitionCollector: null
        #id: null
        #alt: ""
        #image: null
        #cropPercent: false
        #cropWidth: 0.0
        #cropHeight: 0.0
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        #hotspots: []
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        name: "background-image-phone"
        realName: "background-image-phone"
        documentId: 220
        document: Pimcore\Model\Document\Page {#2214}
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      "background-image-tablet" => Pimcore\Model\Document\Editable\Image {#3571
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      "content" => Pimcore\Model\Document\Editable\Areablock {#3576
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          <p><strong>03. Mai 2023</strong></p>\n
          \n
          <p>Um einen Wettbewerbsvorteil aufrechtzuerhalten und langfristig hochwertige pharmazeutische Produkte zu liefern, ist ein sorgfältiges Management der Gesamtqualitätskosten unerlässlich. Ein KI-gestütztes proaktives Qualitätsmanagement kann eine wichtige Rolle dabei spielen, die Gesamtkosten der Qualität unter Kontrolle zu halten.</p>\n
          \n
          <p>Das Qualitätsmanagement ist bestrebt, die Produktqualität kontinuierlich zu verbessern und Fehler zu reduzieren, indem es alle Bereiche des Produktionsprozesses überwacht. Dies ist mit Kosten (für Qualität) verbunden, in die die Unternehmen investieren müssen, um die Produktsicherheit zu gewährleisten, die gesetzlichen Anforderungen zu erfüllen und gleichzeitig die finanzielle Leistungsfähigkeit zu erhalten. Nach Angaben der America Society for Quality Management können die Qualitätskosten bis zu 15-20 % der Verkaufserlöse ausmachen.&nbsp;<br />\n
          Die Gesamtkosten der Qualität setzen sich aus vier Faktoren zusammen: interne und externe Fehler, Beurteilungskosten und Präventivkosten. Interne Fehlerkosten entstehen bei Fehlern, die entdeckt werden, bevor der Kunde ein Produkt oder eine Dienstleistung erhält. Externe Fehlerkosten entstehen bei Fehlern, die entdeckt werden, nachdem der Kunde ein Produkt oder eine Dienstleistung erhalten hat. Beurteilungskosten sind Kosten, die mit der Feststellung des Konformitätsgrads mit den Qualitätsanforderungen verbunden sind, und Präventionskosten fallen an, um Qualitätsprobleme zu vermeiden.</p>\n
          \n
          <p>Die Vorbeugung von Fehlern erfordert kontrollierte Produktionsprozesse mit Lieferantenaudits, Audits von Produktionsstätten, Bewertung von Rohstoffen und Endprodukten sowie eine Gesamtbewertung von Risiken und potenziellen Auswirkungen auf die Kunden. Diese Aktivitäten sind arbeitsintensiv, erfordern manuellen Aufwand und mühsame Datenerfassung.&nbsp;</p>\n
          \n
          <p>Darüber hinaus ist die manuelle Analyse von Qualitätsproblemen mit Hilfe traditioneller Qualitätsmethoden (z. B. 5-Why, Fishbone, FMEA) nicht mehr effektiv, da sie zunehmend mit Hard- und Software verwoben sind. Die Anpassung und maßgeschneiderte Konfiguration von Produkten hat die Arten von Qualitätsproblemen enorm erhöht. Dies führt zu riesigen und vielfältigen Datenmengen mit neuen Fehlermustern, die schwer zu analysieren sind.</p>\n
          \n
          <p>Leistungsstarke Algorithmen für maschinelles Lernen können bei der Analyse komplexer Qualitätsdaten helfen und wertvolle Erkenntnisse für die Erkennung, Analyse und Vermeidung von Produktfehlern liefern. Die folgenden Anwendungsbereiche können Ihre Qualitätskostenleistung steigern:</p>\n
          \n
          <ul>\n
          \t<li><strong>Verhindern von Vorfällen:</strong> Nutzen Sie KI-Modelle, um Qualitätstrends zu erkennen und potenziell risikoreiche Probleme vorherzusagen, bevor Qualitätsprobleme oder Produktreklamationen auftreten.</li>\n
          \t<li><strong>Priorisieren Sie die Auswirkungen:</strong> Verwenden Sie prädiktive Analysen, um Qualitätsprobleme auf der Grundlage von Problemtypen, potenziellen Risiken und Auswirkungen auf Kunden zu kategorisieren und zu priorisieren.</li>\n
          \t<li><strong>Optimieren Sie Arbeitsabläufe:</strong> Optimieren Sie die Verfolgung von Qualitätsproblemen und erstellen Sie digitale Arbeitsabläufe, um Wiederholungen zu vermeiden, Korrekturmaßnahmen zu verfolgen und die Wirksamkeit zu messen.</li>\n
          \t<li><strong>Automatisieren Sie die Überwachung:</strong> Nutzen Sie fortschrittliche Robotik und KI-Bildanalyse, um Produktionsprozesse automatisch zu überwachen und Rohmaterialien auf dem gesamten Weg zum fertigen Produkt zu prüfen und zu testen.</li>\n
          </ul>\n
          \n
          <p>Dank der eingehenden Analyse von Qualitätsdaten und der Einführung fortschrittlicher Technologien zur Fertigungssteuerung können die Qualitätskosten erheblich gesenkt werden. Dies ermöglicht es Unternehmen, wertvolle Ressourcen für proaktive Qualität einzusetzen, Innovationen voranzutreiben und die nächste Stufe der Qualitätsreife zu erreichen.<br />\n
          Kontaktieren Sie uns, wenn Sie mehr über den Einsatz von KI im Qualitätsmanagement erfahren möchten. Unsere Experten <a href="https://www.linkedin.com/in/humanriahi/">Dr. Human Riahi Asl</a> (Enterprise Quality Management Consultant) und <a href="https://www.linkedin.com/in/dr-matthias-ruediger/">Dr. Matthias Rüdiger</a> (Head of AI) beantworten gerne Ihre Fragen.</p>\n
          """
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          <p><strong>03. Mai 2023</strong></p>\n
          \n
          <p>Um einen Wettbewerbsvorteil aufrechtzuerhalten und langfristig hochwertige pharmazeutische Produkte zu liefern, ist ein sorgfältiges Management der Gesamtqualitätskosten unerlässlich. Ein KI-gestütztes proaktives Qualitätsmanagement kann eine wichtige Rolle dabei spielen, die Gesamtkosten der Qualität unter Kontrolle zu halten.</p>\n
          \n
          <p>Das Qualitätsmanagement ist bestrebt, die Produktqualität kontinuierlich zu verbessern und Fehler zu reduzieren, indem es alle Bereiche des Produktionsprozesses überwacht. Dies ist mit Kosten (für Qualität) verbunden, in die die Unternehmen investieren müssen, um die Produktsicherheit zu gewährleisten, die gesetzlichen Anforderungen zu erfüllen und gleichzeitig die finanzielle Leistungsfähigkeit zu erhalten. Nach Angaben der America Society for Quality Management können die Qualitätskosten bis zu 15-20 % der Verkaufserlöse ausmachen.&nbsp;<br />\n
          Die Gesamtkosten der Qualität setzen sich aus vier Faktoren zusammen: interne und externe Fehler, Beurteilungskosten und Präventivkosten. Interne Fehlerkosten entstehen bei Fehlern, die entdeckt werden, bevor der Kunde ein Produkt oder eine Dienstleistung erhält. Externe Fehlerkosten entstehen bei Fehlern, die entdeckt werden, nachdem der Kunde ein Produkt oder eine Dienstleistung erhalten hat. Beurteilungskosten sind Kosten, die mit der Feststellung des Konformitätsgrads mit den Qualitätsanforderungen verbunden sind, und Präventionskosten fallen an, um Qualitätsprobleme zu vermeiden.</p>\n
          \n
          <p>Die Vorbeugung von Fehlern erfordert kontrollierte Produktionsprozesse mit Lieferantenaudits, Audits von Produktionsstätten, Bewertung von Rohstoffen und Endprodukten sowie eine Gesamtbewertung von Risiken und potenziellen Auswirkungen auf die Kunden. Diese Aktivitäten sind arbeitsintensiv, erfordern manuellen Aufwand und mühsame Datenerfassung.&nbsp;</p>\n
          \n
          <p>Darüber hinaus ist die manuelle Analyse von Qualitätsproblemen mit Hilfe traditioneller Qualitätsmethoden (z. B. 5-Why, Fishbone, FMEA) nicht mehr effektiv, da sie zunehmend mit Hard- und Software verwoben sind. Die Anpassung und maßgeschneiderte Konfiguration von Produkten hat die Arten von Qualitätsproblemen enorm erhöht. Dies führt zu riesigen und vielfältigen Datenmengen mit neuen Fehlermustern, die schwer zu analysieren sind.</p>\n
          \n
          <p>Leistungsstarke Algorithmen für maschinelles Lernen können bei der Analyse komplexer Qualitätsdaten helfen und wertvolle Erkenntnisse für die Erkennung, Analyse und Vermeidung von Produktfehlern liefern. Die folgenden Anwendungsbereiche können Ihre Qualitätskostenleistung steigern:</p>\n
          \n
          <ul>\n
          \t<li><strong>Verhindern von Vorfällen:</strong> Nutzen Sie KI-Modelle, um Qualitätstrends zu erkennen und potenziell risikoreiche Probleme vorherzusagen, bevor Qualitätsprobleme oder Produktreklamationen auftreten.</li>\n
          \t<li><strong>Priorisieren Sie die Auswirkungen:</strong> Verwenden Sie prädiktive Analysen, um Qualitätsprobleme auf der Grundlage von Problemtypen, potenziellen Risiken und Auswirkungen auf Kunden zu kategorisieren und zu priorisieren.</li>\n
          \t<li><strong>Optimieren Sie Arbeitsabläufe:</strong> Optimieren Sie die Verfolgung von Qualitätsproblemen und erstellen Sie digitale Arbeitsabläufe, um Wiederholungen zu vermeiden, Korrekturmaßnahmen zu verfolgen und die Wirksamkeit zu messen.</li>\n
          \t<li><strong>Automatisieren Sie die Überwachung:</strong> Nutzen Sie fortschrittliche Robotik und KI-Bildanalyse, um Produktionsprozesse automatisch zu überwachen und Rohmaterialien auf dem gesamten Weg zum fertigen Produkt zu prüfen und zu testen.</li>\n
          </ul>\n
          \n
          <p>Dank der eingehenden Analyse von Qualitätsdaten und der Einführung fortschrittlicher Technologien zur Fertigungssteuerung können die Qualitätskosten erheblich gesenkt werden. Dies ermöglicht es Unternehmen, wertvolle Ressourcen für proaktive Qualität einzusetzen, Innovationen voranzutreiben und die nächste Stufe der Qualitätsreife zu erreichen.<br />\n
          Kontaktieren Sie uns, wenn Sie mehr über den Einsatz von KI im Qualitätsmanagement erfahren möchten. Unsere Experten <a href="https://www.linkedin.com/in/humanriahi/">Dr. Human Riahi Asl</a> (Enterprise Quality Management Consultant) und <a href="https://www.linkedin.com/in/dr-matthias-ruediger/">Dr. Matthias Rüdiger</a> (Head of AI) beantworten gerne Ihre Fragen.</p>\n
          """
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