{"id":1083,"date":"2020-02-11T14:36:00","date_gmt":"2020-02-11T13:36:00","guid":{"rendered":"https:\/\/ailio.de\/how-can-i-recognize-a-good-software-service-provider\/"},"modified":"2022-11-23T17:29:30","modified_gmt":"2022-11-23T16:29:30","slug":"how-can-i-recognize-a-good-software-service-provider","status":"publish","type":"post","link":"https:\/\/ailio.de\/en\/how-can-i-recognize-a-good-software-service-provider\/","title":{"rendered":"How can I recognize a good software service provider?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"1083\" class=\"elementor elementor-1083 elementor-612\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-fdc2999 elementor-section-full_width elementor-section-height-min-height elementor-section-items-stretch elementor-hidden-mobile elementor-section-height-default\" data-id=\"fdc2999\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;background_motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;background_motion_fx_opacity_effect&quot;:&quot;yes&quot;,&quot;background_motion_fx_opacity_range&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:5,&quot;end&quot;:5}},&quot;background_motion_fx_range&quot;:&quot;page&quot;,&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_effects_offset&quot;:50,&quot;background_motion_fx_opacity_direction&quot;:&quot;out-in&quot;,&quot;background_motion_fx_opacity_level&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;background_motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;sticky_offset&quot;:0,&quot;sticky_anchor_link_offset&quot;:0}\">\n\t\t\t\t\t\t<div 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data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_effects_offset&quot;:50,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;sticky_offset&quot;:0,&quot;sticky_anchor_link_offset&quot;:0}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/ailio.de\/en\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/ailio.de\/wp-content\/uploads\/2020\/05\/Logo_Ailio_hoch_w.png\" title=\"Logo_Ailio_hoch_w\" alt=\"Logo_Ailio_hoch_w\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-7f5d3f28\" data-id=\"7f5d3f28\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1509b5df elementor-widget elementor-widget-menu-anchor\" data-id=\"1509b5df\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"home\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-51d63cb elementor-nav-menu__align-end elementor-nav-menu--dropdown-mobile elementor-nav-menu__text-align-aside elementor-nav-menu--toggle elementor-nav-menu--burger elementor-invisible elementor-widget elementor-widget-global elementor-global-1609 elementor-global-1420 elementor-widget-nav-menu\" data-id=\"51d63cb\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;submenu_icon&quot;:{&quot;value&quot;:&quot;fas 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menu-item-2182\"><a href=\"#\" class=\"elementor-item elementor-item-anchor\">Azure &#038; Databricks<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2183\"><a href=\"https:\/\/ailio.de\/en\/databricks-partnership\/\" class=\"elementor-sub-item\">Databricks partnership<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2184\"><a href=\"https:\/\/ailio.de\/en\/microsoft-azure-partnership\/\" class=\"elementor-sub-item\">Microsoft Azure partnership<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2185\"><a href=\"https:\/\/ailio.de\/en\/apache-kafka-event-streaming\/\" class=\"elementor-sub-item\">Apache Kafka Event Streaming<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-1677\"><a href=\"https:\/\/ailio.de\/en\/blog\/\" class=\"elementor-item\">Ressources<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1679\"><a href=\"https:\/\/ailio.de\/en\/blog\/\" class=\"elementor-sub-item\">Blog<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1675\"><a href=\"https:\/\/ailio.de\/en\/jobs\/\" class=\"elementor-sub-item\">Jobs<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-1817\"><a href=\"https:\/\/ailio.de\/en\/#contact\" class=\"elementor-item elementor-item-anchor\">> Potential Analysis<\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t<div class=\"elementor-menu-toggle\" role=\"button\" tabindex=\"0\" aria-label=\"Menu Toggle\" aria-expanded=\"false\">\n\t\t\t<i aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--open eicon-menu-bar\"><\/i><i aria-hidden=\"true\" role=\"presentation\" 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menu-item-2174\"><a href=\"https:\/\/ailio.de\/en\/ai-use-cases-overview\/\" class=\"elementor-sub-item\" tabindex=\"-1\">AI use cases overview<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2175\"><a href=\"https:\/\/ailio.de\/en\/business-intelligence\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Business Intelligence<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-2176\"><a href=\"#\" class=\"elementor-sub-item elementor-item-anchor\" tabindex=\"-1\">Technologien<\/a>\n\t<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2177\"><a href=\"https:\/\/ailio.de\/en\/microsoft-azure-partnership\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Microsoft Azure partnership<\/a><\/li>\n\t\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2178\"><a href=\"https:\/\/ailio.de\/en\/databricks-partnership\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Databricks partnership<\/a><\/li>\n\t\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2179\"><a href=\"https:\/\/ailio.de\/en\/apache-kafka-event-streaming\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Apache Kafka Event Streaming<\/a><\/li>\n\t\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2180\"><a href=\"https:\/\/ailio.de\/en\/tech-stack-overview\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Tech stack overview<\/a><\/li>\n\t<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2181\"><a href=\"https:\/\/ailio.de\/en\/success-stories\/\" class=\"elementor-item\" tabindex=\"-1\">Success stories<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-2182\"><a href=\"#\" class=\"elementor-item elementor-item-anchor\" tabindex=\"-1\">Azure &#038; Databricks<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2183\"><a href=\"https:\/\/ailio.de\/en\/databricks-partnership\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Databricks partnership<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2184\"><a href=\"https:\/\/ailio.de\/en\/microsoft-azure-partnership\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Microsoft Azure partnership<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2185\"><a href=\"https:\/\/ailio.de\/en\/apache-kafka-event-streaming\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Apache Kafka Event Streaming<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-1677\"><a href=\"https:\/\/ailio.de\/en\/blog\/\" class=\"elementor-item\" tabindex=\"-1\">Ressources<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1679\"><a href=\"https:\/\/ailio.de\/en\/blog\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Blog<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1675\"><a href=\"https:\/\/ailio.de\/en\/jobs\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Jobs<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-1817\"><a href=\"https:\/\/ailio.de\/en\/#contact\" class=\"elementor-item elementor-item-anchor\" tabindex=\"-1\">> Potential Analysis<\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-74349a5c elementor-section-full_width elementor-hidden-desktop elementor-hidden-tablet elementor-section-height-min-height elementor-section-height-default elementor-section-items-middle\" data-id=\"74349a5c\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;background_motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;background_motion_fx_opacity_effect&quot;:&quot;yes&quot;,&quot;background_motion_fx_opacity_range&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:10,&quot;end&quot;:10}},&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_effects_offset_mobile&quot;:50,&quot;background_motion_fx_opacity_direction&quot;:&quot;out-in&quot;,&quot;background_motion_fx_opacity_level&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;background_motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;sticky_offset&quot;:0,&quot;sticky_effects_offset&quot;:0,&quot;sticky_anchor_link_offset&quot;:0}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-411e8066\" data-id=\"411e8066\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-13b0ae94 elementor-widget elementor-widget-shortcode\" data-id=\"13b0ae94\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\t\t<header data-elementor-type=\"header\" data-elementor-id=\"1596\" class=\"elementor elementor-1596 elementor-431\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-393e3d4 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"393e3d4\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-f6d5e8b\" data-id=\"f6d5e8b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-046e347 elementor-widget-mobile__width-auto elementor-invisible elementor-widget elementor-widget-image\" data-id=\"046e347\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/ailio.de\/en\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"97\" height=\"51\" src=\"https:\/\/ailio.de\/wp-content\/uploads\/2020\/05\/Logo_Ailio_mobil.png\" class=\"attachment-medium size-medium wp-image-984\" alt=\"\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-a7f5721\" data-id=\"a7f5721\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d824420 elementor-nav-menu__align-end elementor-nav-menu--stretch elementor-nav-menu--dropdown-tablet elementor-nav-menu__text-align-aside elementor-nav-menu--toggle elementor-nav-menu--burger elementor-invisible elementor-widget elementor-widget-nav-menu\" data-id=\"d824420\" data-element_type=\"widget\" data-e-type=\"widget\" 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menu-item-1659\"><a href=\"https:\/\/ailio.de\/en\/services-overview\/\" class=\"elementor-item\">Use-Cases<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-1660\"><a href=\"https:\/\/ailio.de\/en\/?page_id=1405\" class=\"elementor-sub-item\">Services<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2174\"><a href=\"https:\/\/ailio.de\/en\/ai-use-cases-overview\/\" class=\"elementor-sub-item\">AI use cases overview<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2175\"><a href=\"https:\/\/ailio.de\/en\/business-intelligence\/\" class=\"elementor-sub-item\">Business Intelligence<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-2176\"><a href=\"#\" class=\"elementor-sub-item elementor-item-anchor\">Technologien<\/a>\n\t<ul class=\"sub-menu 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menu-item-object-page menu-item-2181\"><a href=\"https:\/\/ailio.de\/en\/success-stories\/\" class=\"elementor-item\">Success stories<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-2182\"><a href=\"#\" class=\"elementor-item elementor-item-anchor\">Azure &#038; Databricks<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2183\"><a href=\"https:\/\/ailio.de\/en\/databricks-partnership\/\" class=\"elementor-sub-item\">Databricks partnership<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2184\"><a href=\"https:\/\/ailio.de\/en\/microsoft-azure-partnership\/\" class=\"elementor-sub-item\">Microsoft Azure partnership<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2185\"><a href=\"https:\/\/ailio.de\/en\/apache-kafka-event-streaming\/\" 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tabindex=\"0\" aria-label=\"Menu Toggle\" aria-expanded=\"false\">\n\t\t\t<i aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--open eicon-menu-bar\"><\/i><i aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--close eicon-close\"><\/i>\t\t<\/div>\n\t\t\t\t\t<nav class=\"elementor-nav-menu--dropdown elementor-nav-menu__container\" aria-hidden=\"true\">\n\t\t\t\t<ul id=\"menu-2-d824420\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-home menu-item-1658\"><a href=\"https:\/\/ailio.de\/en\/\" class=\"elementor-item\" tabindex=\"-1\">Home<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-1659\"><a href=\"https:\/\/ailio.de\/en\/services-overview\/\" class=\"elementor-item\" tabindex=\"-1\">Use-Cases<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-1660\"><a href=\"https:\/\/ailio.de\/en\/?page_id=1405\" class=\"elementor-sub-item\" tabindex=\"-1\">Services<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2174\"><a href=\"https:\/\/ailio.de\/en\/ai-use-cases-overview\/\" class=\"elementor-sub-item\" tabindex=\"-1\">AI use cases overview<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2175\"><a href=\"https:\/\/ailio.de\/en\/business-intelligence\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Business Intelligence<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-2176\"><a href=\"#\" class=\"elementor-sub-item elementor-item-anchor\" tabindex=\"-1\">Technologien<\/a>\n\t<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2177\"><a href=\"https:\/\/ailio.de\/en\/microsoft-azure-partnership\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Microsoft Azure partnership<\/a><\/li>\n\t\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2178\"><a href=\"https:\/\/ailio.de\/en\/databricks-partnership\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Databricks partnership<\/a><\/li>\n\t\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2179\"><a href=\"https:\/\/ailio.de\/en\/apache-kafka-event-streaming\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Apache Kafka Event Streaming<\/a><\/li>\n\t\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2180\"><a href=\"https:\/\/ailio.de\/en\/tech-stack-overview\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Tech stack overview<\/a><\/li>\n\t<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2181\"><a href=\"https:\/\/ailio.de\/en\/success-stories\/\" class=\"elementor-item\" tabindex=\"-1\">Success stories<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-2182\"><a href=\"#\" class=\"elementor-item elementor-item-anchor\" tabindex=\"-1\">Azure &#038; Databricks<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2183\"><a href=\"https:\/\/ailio.de\/en\/databricks-partnership\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Databricks partnership<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2184\"><a href=\"https:\/\/ailio.de\/en\/microsoft-azure-partnership\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Microsoft Azure partnership<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2185\"><a href=\"https:\/\/ailio.de\/en\/apache-kafka-event-streaming\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Apache Kafka Event Streaming<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-1677\"><a href=\"https:\/\/ailio.de\/en\/blog\/\" class=\"elementor-item\" tabindex=\"-1\">Ressources<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1679\"><a href=\"https:\/\/ailio.de\/en\/blog\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Blog<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1675\"><a href=\"https:\/\/ailio.de\/en\/jobs\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Jobs<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-1817\"><a href=\"https:\/\/ailio.de\/en\/#contact\" class=\"elementor-item elementor-item-anchor\" tabindex=\"-1\">> Potential Analysis<\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d162869 elementor-widget elementor-widget-menu-anchor\" data-id=\"d162869\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"totop\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/header>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<header class=\"elementor-section elementor-top-section elementor-element elementor-element-73f9775e elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"73f9775e\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;,&quot;shape_divider_bottom&quot;:&quot;pyramids&quot;,&quot;animation&quot;:&quot;none&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M761.9,44.1L643.1,27.2L333.8,98L0,3.8V0l1000,0v3.9\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7a99e294\" data-id=\"7a99e294\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7fedc09d elementor-widget elementor-widget-post-info\" data-id=\"7fedc09d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-c40290d elementor-inline-item\" itemprop=\"author\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-user-alt\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-author\">\n\t\t\t\t\t\t\t\t\t\tNico-Pascal B\u00fcker\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-51fc0a2 elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-calendar-check\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>11\/02\/2020<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-65cb881 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"65cb881\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">How can I recognize a good software service provider?<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/header>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-493fbacc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"493fbacc\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4bbe4a1a\" data-id=\"4bbe4a1a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-76f44ab elementor-widget elementor-widget-image\" data-id=\"76f44ab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1030\" height=\"687\" src=\"https:\/\/ailio.de\/wp-content\/uploads\/2020\/04\/iStock-1044417958-min-1030x687-1.jpg\" class=\"attachment-full size-full wp-image-946\" alt=\"\" srcset=\"https:\/\/ailio.de\/wp-content\/uploads\/2020\/04\/iStock-1044417958-min-1030x687-1.jpg 1030w, https:\/\/ailio.de\/wp-content\/uploads\/2020\/04\/iStock-1044417958-min-1030x687-1-300x200.jpg 300w, https:\/\/ailio.de\/wp-content\/uploads\/2020\/04\/iStock-1044417958-min-1030x687-1-1024x683.jpg 1024w, https:\/\/ailio.de\/wp-content\/uploads\/2020\/04\/iStock-1044417958-min-1030x687-1-768x512.jpg 768w\" sizes=\"(max-width: 1030px) 100vw, 1030px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-53c4b6fd elementor-widget elementor-widget-text-editor\" data-id=\"53c4b6fd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The global trend toward digitization of all business processes is advancing relentlessly. Even in Germany, which sometimes seems rather sleepy in this respect, understanding is growing. After all, according to a study by Deloitte, 73% of small and medium-sized enterprises already recognized the great importance of this in 2013. As is readily apparent from the remaining 27%, however, there are obviously still reservations, especially in more traditional industries such as construction, where only 33% of companies saw the importance of digitization. And even overall, actual implementation has progressed considerably less than the recognition that change is needed. In 2015, for example, the DIGITAL economic index gave the German economy just 49 out of 100 points, and SMEs only 46.<\/p>\n<p>High risk aversion can be observed as the primary cause. Companies cite issues such as data protection and IT security, costs and lack of knowledge as the biggest factors, but infrastructure and strategy are also cited as obstacles to rapid digitization. These reservations are understandable and are not dispelled by the all-too-common mockery of Germany as an IT location.<\/p>\n<p>At Foxfire Consulting, we help companies correctly assess risk, close knowledge gaps, and master digital transformation every day. Transparency and competent advice are top priority. We make this available not only within the framework of projects, because we are convinced that freely available knowledge ultimately benefits everyone.<\/p>\n<p>Today we want to give you 5 criteria to recognize good software service providers, so that your next project will be a complete success.<\/p>\n<h2>1. he listens and takes your concerns seriously<\/h2>\n<p>It is unfortunately a widespread characteristic in IT to fundamentally assume that the customer does not understand what he needs or wants. Admittedly, this attitude may not infrequently be confirmed in practice by phenomena such as the <a href=\"https:\/\/en.wikipedia.org\/wiki\/XY_problem\">XY problem<\/a>, but IT experts are all too inclined to overshoot the mark when it comes to &#8220;optimizing&#8221; customer expectations. Important concerns and food for thought quickly fall by the wayside. A competent IT service provider is fully aware of its role as a consultant and has as its highest goal to implement <strong>your<\/strong> ideas in the best possible way.<\/p>\n<h2>2. he shows you more than one possible way<\/h2>\n<p>Not infrequently, there are alternative paths during the planning and also during the implementation of a project. Each of these paths usually comes with advantages and disadvantages for different stakeholders. Many service providers will only tell you the most advantageous way for them &#8211; which quickly becomes the most expensive way for you.<\/p>\n<p>A transparent IT service provider presents all these options to you in an understandable way and puts you in a position to weigh up between them. After all, it&#8217;s all about your project. You are in charge, you know what is best for your company and where the journey should go. So you should also be able to make the important decisions.<\/p>\n<h2>3. it involves you throughout the project<\/h2>\n<p>Even worse than concealing options is concealing the decision itself. Unfortunately, it is far too common to see important decisions being made by developers or others without stakeholders being informed. This often becomes a problem months later, when the effects of the decision come to bear &#8211; in other words, when it is usually already too late and a course correction means considerable additional expense. Or do you know the situation when you constantly have to check with your partner about the status of the important project on which your company&#8217;s success depends?<\/p>\n<p>Successful cooperation requires trust, in both directions. Your IT partner must trust you to handle important information and decisions about the project. On the other hand, he must ensure that you can trust him. This only works if he keeps you informed and involved in all important aspects of the project on his own initiative.<\/p>\n<h2>4. he proactively addresses risks<\/h2>\n<p>The 3rd point is especially true when it comes to risks. Not every little technical detail needs to be discussed for hours, but there are insights that can make or break the success of a project or even your company. Imagine you&#8217;re confident you&#8217;ve considered all the legal contingencies of your new storage system and tell your IT partner so. However, during the development process, the latter determines that the storage of certain data of warehouse employees is questionable under data protection law and must be secured again or, in the worst case, avoided. A risk-aware IT service provider does not ignore this finding, even if it is not strictly speaking within its remit. He will inform you about it despite your previous clarification. At worst, the same issue was covered twice; at best, you were potentially spared millions in penalties.<\/p>\n<p>Even in the best project planning, things may have been overlooked. An experienced service provider is aware of this and pays particular attention to such risks, especially when it comes to data protection and IT security.<\/p>\n<h2>5. ensures that you fully understand your project at all times<\/h2>\n<p>The best transparency and subject matter expertise won&#8217;t help much if you simply don&#8217;t understand your project partner. Software developers in particular tend to speak in technical jargon. The way of communication distinguishes an expert from a consultant. A consultant not only understands his field himself, he enables you to understand it in the context of the project.  <\/p>\n<p>Only if you fully understand your project, you can make decisions properly and ultimately give your partner  <br>trust that he will implement them according to your expectations. And then nothing stands in the way of the project&#8217;s success.<\/p>\n<h2>Author<\/h2>\n<p>This article was written by Nico B\u00fcker. Nico has been a DevOps &amp; Backend Engineer at Ailio for years. He designs software architectures, converts them into maintainable and scalable code and is mainly interested in infrastructure, DevOps and security technology. Nico also loves alpacas.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b41fdf8 elementor-widget elementor-widget-template\" data-id=\"b41fdf8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"template.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-template\">\n\t\t\t\t\t<div data-elementor-type=\"section\" data-elementor-id=\"1191\" class=\"elementor elementor-1191 elementor-888\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-86123eb elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"86123eb\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-d3d9712\" data-id=\"d3d9712\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0d677eb elementor-cta--skin-cover elementor-cta--valign-bottom elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"0d677eb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t<div class=\"elementor-cta__bg-wrapper\">\n\t\t\t\t<div class=\"elementor-cta__bg elementor-bg\" style=\"background-image: url(https:\/\/ailio.de\/wp-content\/uploads\/2020\/07\/DanielBrokmeier.jpg);\" role=\"img\" aria-label=\"DanielBrokmeier\"><\/div>\n\t\t\t\t<div class=\"elementor-cta__bg-overlay\"><\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h2 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item elementor-animated-item--enter-from-left\">\n\t\t\t\t\t\tDaniel Brokmeier\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__description elementor-cta__content-item elementor-content-item elementor-animated-item--enter-from-left\">\n\t\t\t\t\t\t<p>Head of New Business Development<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__button-wrapper elementor-cta__content-item elementor-content-item elementor-animated-item--enter-from-left\">\n\t\t\t\t\t<a class=\"elementor-cta__button elementor-button elementor-size-xs\" href=\"mailto:dbrokmeier@ailio.de\">\n\t\t\t\t\t\tContact\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-070105b\" data-id=\"070105b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-15aeec3 elementor-widget elementor-widget-text-editor\" data-id=\"15aeec3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Do you want to work with us to bring the potential in your data to life? Then we should talk!<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cb907db elementor-widget__width-inherit elementor-align-justify elementor-tablet-align-center elementor-mobile-align-justify elementor-widget elementor-widget-button\" data-id=\"cb907db\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-xs elementor-animation-grow\" href=\"https:\/\/calendly.com\/dbrokmeier\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Arrange appointment  &gt;<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-32453e9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"32453e9\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-36aca32\" data-id=\"36aca32\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-77c662e elementor-cta--skin-cover elementor-cta--valign-bottom elementor-hidden-tablet elementor-hidden-mobile elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"77c662e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t<div class=\"elementor-cta__bg-wrapper\">\n\t\t\t\t<div class=\"elementor-cta__bg elementor-bg\" style=\"background-image: url(https:\/\/ailio.de\/wp-content\/uploads\/2022\/06\/data-science-Projekt-starten.png);\" role=\"img\" aria-label=\"data science Projekt starten\"><\/div>\n\t\t\t\t<div class=\"elementor-cta__bg-overlay\"><\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h2 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item elementor-animated-item--enter-from-left\">\n\t\t\t\t\t\tUse cases for the application of AI in industry, manufacturing and mechanical engineering\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__description elementor-cta__content-item elementor-content-item elementor-animated-item--enter-from-left\">\n\t\t\t\t\t\t<p>Concrete figures for costs , ROI, scope and duration for the use of AI and data science.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__button-wrapper elementor-cta__content-item elementor-content-item elementor-animated-item--enter-from-left\">\n\t\t\t\t\t<a class=\"elementor-cta__button elementor-button elementor-size-xs\" href=\"https:\/\/ailio.de\/#kontakt\">\n\t\t\t\t\t\tDownload\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7081a2e elementor-post-navigation-borders-yes elementor-widget elementor-widget-post-navigation\" data-id=\"7081a2e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-navigation.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-post-navigation\" role=\"navigation\" aria-label=\"Post Navigation\">\n\t\t\t<div class=\"elementor-post-navigation__prev elementor-post-navigation__link\">\n\t\t\t\t<a href=\"https:\/\/ailio.de\/en\/provocative-marketing-5-examples\/\" rel=\"prev\"><span class=\"elementor-post-navigation__link__prev\"><span class=\"post-navigation__prev--label\">back<\/span><span class=\"post-navigation__prev--title\">Provocative marketing &#8211; 5 examples<\/span><\/span><\/a>\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-post-navigation__separator-wrapper\">\n\t\t\t\t\t<div class=\"elementor-post-navigation__separator\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-post-navigation__next elementor-post-navigation__link\">\n\t\t\t\t<a href=\"https:\/\/ailio.de\/en\/4-ai-trends-that-will-shape-digital-roadmaps-in-2022\/\" rel=\"next\"><span class=\"elementor-post-navigation__link__next\"><span class=\"post-navigation__next--label\">more<\/span><span class=\"post-navigation__next--title\">4 AI trends that will shape digital roadmaps in 2022<\/span><\/span><\/a>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1235a8d elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"1235a8d\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8454abe\" data-id=\"8454abe\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ff048b5 elementor-posts--align-left elementor-grid-tablet-1 elementor-grid-3 elementor-grid-mobile-1 elementor-posts--thumbnail-top elementor-posts--show-avatar elementor-card-shadow-yes elementor-posts__hover-gradient elementor-widget elementor-widget-posts\" data-id=\"ff048b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;cards_columns_tablet&quot;:&quot;1&quot;,&quot;cards_columns&quot;:&quot;3&quot;,&quot;cards_columns_mobile&quot;:&quot;1&quot;,&quot;cards_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:35,&quot;sizes&quot;:[]},&quot;cards_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;cards_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.cards\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-cards elementor-grid\" role=\"list\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-2300 post type-post status-publish format-standard has-post-thumbnail hentry category-azure-en category-data-science-applications\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/ailio.de\/en\/the-achilles-heel-of-rag-systems-how-prompts-are-smuggled-in-and-how-to-protect-yourself\/\" tabindex=\"-1\" ><div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/ailio.de\/wp-content\/uploads\/2025\/05\/security-in-rag-systemen-300x169.png\" class=\"attachment-medium size-medium wp-image-2299\" alt=\"\" srcset=\"https:\/\/ailio.de\/wp-content\/uploads\/2025\/05\/security-in-rag-systemen-300x169.png 300w, https:\/\/ailio.de\/wp-content\/uploads\/2025\/05\/security-in-rag-systemen-1024x576.png 1024w, https:\/\/ailio.de\/wp-content\/uploads\/2025\/05\/security-in-rag-systemen-768x432.png 768w, https:\/\/ailio.de\/wp-content\/uploads\/2025\/05\/security-in-rag-systemen-1536x864.png 1536w, https:\/\/ailio.de\/wp-content\/uploads\/2025\/05\/security-in-rag-systemen-2048x1152.png 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__avatar\">\n\t\t\t<img alt='Aleksander Fegel' src='https:\/\/secure.gravatar.com\/avatar\/e4d2d1345eb759c01f494bfa4e3f34e1b2b0bdcfc6dd43a0241eef44fd5c9309?s=128&#038;d=wp_user_avatar&#038;r=g' srcset='https:\/\/secure.gravatar.com\/avatar\/e4d2d1345eb759c01f494bfa4e3f34e1b2b0bdcfc6dd43a0241eef44fd5c9309?s=256&#038;d=wp_user_avatar&#038;r=g 2x' class='avatar avatar-128 photo' height='128' width='128' \/>\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/ailio.de\/en\/the-achilles-heel-of-rag-systems-how-prompts-are-smuggled-in-and-how-to-protect-yourself\/\" >\n\t\t\t\tThe security Achilles heel of RAG systems: How prompts are smuggled in (and how to protect yourself)\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>Retrieval Augmented Generation (RAG) systems are revolutionizing how we interact with information. By combining Large Language Models (LLMs) with external knowledge databases, they provide more<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/ailio.de\/en\/the-achilles-heel-of-rag-systems-how-prompts-are-smuggled-in-and-how-to-protect-yourself\/\" aria-label=\"Read more about The security Achilles heel of RAG systems: How prompts are smuggled in (and how to protect yourself)\" tabindex=\"-1\" >\n\t\t\tread more &gt;\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tAleksander Fegel\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tMay 6, 2025\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-2296 post type-post status-publish format-standard has-post-thumbnail hentry category-data-science-applications category-databricks-en tag-ai-use-cases-industry tag-artificial-intelligence-manufacturing-examples tag-data-lakehouse-en tag-databricks-en tag-generative-design tag-industrial-ai-en tag-industry-4-0 tag-machine-learning-en tag-predictive-maintenance-en tag-production-optimization tag-quality-control tag-supply-chain-optimization\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/ailio.de\/en\/industrial-ai-the-top-5-ai-use-cases-that-will-revolutionize-your-manufacturing-with-databricks-lakehouse-power\/\" tabindex=\"-1\" ><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/ailio.de\/wp-content\/uploads\/2025\/05\/industrial-ai-usecases-databricks-300x169.png\" class=\"attachment-medium size-medium wp-image-2295\" alt=\"\" srcset=\"https:\/\/ailio.de\/wp-content\/uploads\/2025\/05\/industrial-ai-usecases-databricks-300x169.png 300w, https:\/\/ailio.de\/wp-content\/uploads\/2025\/05\/industrial-ai-usecases-databricks-1024x576.png 1024w, https:\/\/ailio.de\/wp-content\/uploads\/2025\/05\/industrial-ai-usecases-databricks-768x432.png 768w, https:\/\/ailio.de\/wp-content\/uploads\/2025\/05\/industrial-ai-usecases-databricks-1536x864.png 1536w, https:\/\/ailio.de\/wp-content\/uploads\/2025\/05\/industrial-ai-usecases-databricks-2048x1152.png 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__avatar\">\n\t\t\t<img alt='Aleksander Fegel' src='https:\/\/secure.gravatar.com\/avatar\/e4d2d1345eb759c01f494bfa4e3f34e1b2b0bdcfc6dd43a0241eef44fd5c9309?s=128&#038;d=wp_user_avatar&#038;r=g' srcset='https:\/\/secure.gravatar.com\/avatar\/e4d2d1345eb759c01f494bfa4e3f34e1b2b0bdcfc6dd43a0241eef44fd5c9309?s=256&#038;d=wp_user_avatar&#038;r=g 2x' class='avatar avatar-128 photo' height='128' width='128' \/>\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/ailio.de\/en\/industrial-ai-the-top-5-ai-use-cases-that-will-revolutionize-your-manufacturing-with-databricks-lakehouse-power\/\" >\n\t\t\t\tIndustrial AI: The top 5 AI use cases that will revolutionize your manufacturing (with Databricks &amp; Lakehouse Power)\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>The manufacturing industry is on the threshold of a new era &#8211; driven by the power of artificial intelligence (AI) and the concept of Industry<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/ailio.de\/en\/industrial-ai-the-top-5-ai-use-cases-that-will-revolutionize-your-manufacturing-with-databricks-lakehouse-power\/\" aria-label=\"Read more about Industrial AI: The top 5 AI use cases that will revolutionize your manufacturing (with Databricks &amp; Lakehouse Power)\" tabindex=\"-1\" >\n\t\t\tread more &gt;\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tAleksander Fegel\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tMay 6, 2025\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-2292 post type-post status-publish format-standard has-post-thumbnail hentry category-data-science-applications tag-ai-en tag-artificial-intelligence tag-business-intelligence-en tag-data-analysis tag-decision-making tag-digitization tag-innovation-en tag-machine-learning-explanation tag-predictive-analytics-en tag-reinforcement-learning-en tag-supervised-learning-en tag-what-is-ml\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/ailio.de\/en\/machine-learning-explanation-for-decision-makers-what-your-company-needs-to-know-about-ml\/\" tabindex=\"-1\" ><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/ailio.de\/wp-content\/uploads\/2025\/04\/machine-learning-einfach-erklaert-fuer-entscheider-300x169.png\" class=\"attachment-medium size-medium wp-image-2290\" alt=\"\" srcset=\"https:\/\/ailio.de\/wp-content\/uploads\/2025\/04\/machine-learning-einfach-erklaert-fuer-entscheider-300x169.png 300w, https:\/\/ailio.de\/wp-content\/uploads\/2025\/04\/machine-learning-einfach-erklaert-fuer-entscheider-1024x576.png 1024w, https:\/\/ailio.de\/wp-content\/uploads\/2025\/04\/machine-learning-einfach-erklaert-fuer-entscheider-768x432.png 768w, https:\/\/ailio.de\/wp-content\/uploads\/2025\/04\/machine-learning-einfach-erklaert-fuer-entscheider-1536x864.png 1536w, https:\/\/ailio.de\/wp-content\/uploads\/2025\/04\/machine-learning-einfach-erklaert-fuer-entscheider.png 1960w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__avatar\">\n\t\t\t<img alt='Aleksander Fegel' src='https:\/\/secure.gravatar.com\/avatar\/e4d2d1345eb759c01f494bfa4e3f34e1b2b0bdcfc6dd43a0241eef44fd5c9309?s=128&#038;d=wp_user_avatar&#038;r=g' srcset='https:\/\/secure.gravatar.com\/avatar\/e4d2d1345eb759c01f494bfa4e3f34e1b2b0bdcfc6dd43a0241eef44fd5c9309?s=256&#038;d=wp_user_avatar&#038;r=g 2x' class='avatar avatar-128 photo' height='128' width='128' \/>\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/ailio.de\/en\/machine-learning-explanation-for-decision-makers-what-your-company-needs-to-know-about-ml\/\" >\n\t\t\t\tMachine learning explanation for decision-makers: What your company needs to know about ML\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>Artificial intelligence (AI) and machine learning (ML) are on everyone&#8217;s lips. They promise to revolutionize industries, optimize processes and create completely new business opportunities. But<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/ailio.de\/en\/machine-learning-explanation-for-decision-makers-what-your-company-needs-to-know-about-ml\/\" aria-label=\"Read more about Machine learning explanation for decision-makers: What your company needs to know about ML\" tabindex=\"-1\" >\n\t\t\tread more &gt;\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tAleksander Fegel\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tApril 17, 2025\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-eba394d elementor-section-full_width elementor-section-height-default elementor-section-height-default\" 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class=\"elementor-button-text\">UP<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fc60e67 elementor-widget elementor-widget-heading\" data-id=\"fc60e67\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\"><span class=\"elementor-heading-title elementor-size-small elementor-inline-editing pen\" data-elementor-setting-key=\"title\" data-pen-placeholder=\"Eingabe hier...\">\u00a9 2022 Ailio Ltd.<\/span><\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-15ef4b9 elementor-hidden-desktop elementor-hidden-tablet elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"15ef4b9\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-9fecb1a\" data-id=\"9fecb1a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b017793 elementor-nav-menu--stretch elementor-nav-menu--dropdown-tablet elementor-nav-menu__text-align-aside elementor-widget elementor-widget-nav-menu\" data-id=\"b017793\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;full_width&quot;:&quot;stretch&quot;,&quot;layout&quot;:&quot;horizontal&quot;,&quot;submenu_icon&quot;:{&quot;value&quot;:&quot;&lt;i class=\\&quot;fas fa-caret-down\\&quot; aria-hidden=\\&quot;true\\&quot;&gt;&lt;\\\/i&gt;&quot;,&quot;library&quot;:&quot;fa-solid&quot;}}\" data-widget_type=\"nav-menu.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<nav aria-label=\"Menu\" class=\"elementor-nav-menu--main elementor-nav-menu__container elementor-nav-menu--layout-horizontal e--pointer-underline e--animation-fade\">\n\t\t\t\t<ul id=\"menu-1-b017793\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1655\"><a href=\"https:\/\/ailio.de\/en\/imprint\/\" class=\"elementor-item\">Imprint<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1657\"><a href=\"https:\/\/ailio.de\/en\/agb\/\" class=\"elementor-item\">AGB<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-2211\"><a href=\"http:\/\/Datenschutzerkl\u00e4rung\" class=\"elementor-item\">Data Privacy<\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<nav class=\"elementor-nav-menu--dropdown elementor-nav-menu__container\" aria-hidden=\"true\">\n\t\t\t\t<ul id=\"menu-2-b017793\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1655\"><a href=\"https:\/\/ailio.de\/en\/imprint\/\" class=\"elementor-item\" tabindex=\"-1\">Imprint<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1657\"><a href=\"https:\/\/ailio.de\/en\/agb\/\" class=\"elementor-item\" tabindex=\"-1\">AGB<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-2211\"><a href=\"http:\/\/Datenschutzerkl\u00e4rung\" class=\"elementor-item\" tabindex=\"-1\">Data Privacy<\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-3056820\" data-id=\"3056820\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/footer>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-42a1109 elementor-section-full_width elementor-hidden-phone elementor-section-height-default elementor-section-height-default\" data-id=\"42a1109\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5153108\" data-id=\"5153108\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5c645ab elementor-widget elementor-widget-shortcode\" data-id=\"5c645ab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\t\t<footer data-elementor-type=\"footer\" data-elementor-id=\"1592\" class=\"elementor elementor-1592 elementor-327\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-19a7e79 elementor-section-full_width elementor-hidden-phone elementor-section-height-default elementor-section-height-default\" data-id=\"19a7e79\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-a35b907\" data-id=\"a35b907\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c221588 elementor-hidden-phone elementor-widget elementor-widget-image\" data-id=\"c221588\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/ailio.de\/en\/\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"152\" height=\"80\" src=\"https:\/\/ailio.de\/wp-content\/uploads\/2020\/05\/Logo_Ailio_quer_rgb_footer.png\" class=\"attachment-large size-large wp-image-980\" alt=\"\" srcset=\"https:\/\/ailio.de\/wp-content\/uploads\/2020\/05\/Logo_Ailio_quer_rgb_footer.png 152w, https:\/\/ailio.de\/wp-content\/uploads\/2020\/05\/Logo_Ailio_quer_rgb_footer-150x80.png 150w\" sizes=\"(max-width: 152px) 100vw, 152px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-ef82e76\" data-id=\"ef82e76\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-68ec49d elementor-nav-menu__align-end elementor-nav-menu--dropdown-mobile elementor-nav-menu--stretch elementor-nav-menu__text-align-center elementor-nav-menu--toggle elementor-nav-menu--burger elementor-widget elementor-widget-nav-menu\" data-id=\"68ec49d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;full_width&quot;:&quot;stretch&quot;,&quot;layout&quot;:&quot;horizontal&quot;,&quot;submenu_icon&quot;:{&quot;value&quot;:&quot;&lt;i class=\\&quot;fas fa-caret-down\\&quot; aria-hidden=\\&quot;true\\&quot;&gt;&lt;\\\/i&gt;&quot;,&quot;library&quot;:&quot;fa-solid&quot;},&quot;toggle&quot;:&quot;burger&quot;}\" data-widget_type=\"nav-menu.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<nav aria-label=\"Menu\" class=\"elementor-nav-menu--main elementor-nav-menu__container elementor-nav-menu--layout-horizontal e--pointer-text e--animation-grow\">\n\t\t\t\t<ul id=\"menu-1-68ec49d\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1694\"><a href=\"https:\/\/ailio.de\/en\/jobs\/\" class=\"elementor-item\">Jobs<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1695\"><a href=\"https:\/\/ailio.de\/en\/blog\/\" class=\"elementor-item\">Blog<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1697\"><a href=\"https:\/\/ailio.de\/en\/?page_id=1197\" class=\"elementor-item\">Location Bielefeld<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1698\"><a href=\"https:\/\/ailio.de\/en\/?page_id=1205\" class=\"elementor-item\">Location Hamburg<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2192\"><a href=\"https:\/\/ailio.de\/en\/?page_id=2072\" class=\"elementor-item\">Databricks User Group Bielefeld<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2193\"><a href=\"https:\/\/ailio.de\/en\/?page_id=1954\" class=\"elementor-item\">Newsletter<\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t<div class=\"elementor-menu-toggle\" role=\"button\" tabindex=\"0\" aria-label=\"Menu Toggle\" aria-expanded=\"false\">\n\t\t\t<i aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--open eicon-menu-bar\"><\/i><i aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--close eicon-close\"><\/i>\t\t<\/div>\n\t\t\t\t\t<nav class=\"elementor-nav-menu--dropdown elementor-nav-menu__container\" aria-hidden=\"true\">\n\t\t\t\t<ul id=\"menu-2-68ec49d\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1694\"><a href=\"https:\/\/ailio.de\/en\/jobs\/\" class=\"elementor-item\" tabindex=\"-1\">Jobs<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1695\"><a href=\"https:\/\/ailio.de\/en\/blog\/\" class=\"elementor-item\" tabindex=\"-1\">Blog<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1697\"><a href=\"https:\/\/ailio.de\/en\/?page_id=1197\" class=\"elementor-item\" tabindex=\"-1\">Location Bielefeld<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1698\"><a href=\"https:\/\/ailio.de\/en\/?page_id=1205\" class=\"elementor-item\" tabindex=\"-1\">Location Hamburg<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2192\"><a href=\"https:\/\/ailio.de\/en\/?page_id=2072\" class=\"elementor-item\" tabindex=\"-1\">Databricks User Group Bielefeld<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2193\"><a href=\"https:\/\/ailio.de\/en\/?page_id=1954\" class=\"elementor-item\" tabindex=\"-1\">Newsletter<\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2faf660 elementor-section-full_width elementor-hidden-phone elementor-section-height-default elementor-section-height-default\" data-id=\"2faf660\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-af6e0e3\" data-id=\"af6e0e3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-06b60e9 elementor-widget elementor-widget-heading\" data-id=\"06b60e9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">\u00a9 2023 Ailio GmbH<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-2aaf505\" data-id=\"2aaf505\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2c63396 e-grid-align-mobile-center elementor-shape-rounded elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"2c63396\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"social-icons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-social-icons-wrapper elementor-grid\" role=\"list\">\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-linkedin elementor-repeater-item-d3f990b\" href=\"https:\/\/www.linkedin.com\/company\/ailio\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Linkedin<\/span>\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fab fa-linkedin\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-facebook-f elementor-repeater-item-993ef04\" href=\"https:\/\/www.facebook.com\/ailiogmbh\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Facebook-f<\/span>\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fab fa-facebook-f\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-youtube elementor-repeater-item-17a5a77\" href=\"https:\/\/www.youtube.com\/channel\/UCYYIIFE1GFZ0ZBXhv4PObgQ\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Youtube<\/span>\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fab fa-youtube\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-instagram elementor-repeater-item-c88a3a1\" href=\"https:\/\/www.instagram.com\/ailio_gmbh\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Instagram<\/span>\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fab fa-instagram\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/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\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-5278540\" data-id=\"5278540\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9bbf5d4 elementor-nav-menu__align-end elementor-nav-menu--dropdown-mobile elementor-nav-menu--stretch elementor-nav-menu__text-align-center elementor-widget elementor-widget-nav-menu\" data-id=\"9bbf5d4\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;full_width&quot;:&quot;stretch&quot;,&quot;layout&quot;:&quot;horizontal&quot;,&quot;submenu_icon&quot;:{&quot;value&quot;:&quot;&lt;i class=\\&quot;fas fa-caret-down\\&quot; aria-hidden=\\&quot;true\\&quot;&gt;&lt;\\\/i&gt;&quot;,&quot;library&quot;:&quot;fa-solid&quot;}}\" data-widget_type=\"nav-menu.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<nav aria-label=\"Menu\" class=\"elementor-nav-menu--main elementor-nav-menu__container elementor-nav-menu--layout-horizontal e--pointer-none\">\n\t\t\t\t<ul id=\"menu-1-9bbf5d4\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1655\"><a href=\"https:\/\/ailio.de\/en\/imprint\/\" class=\"elementor-item\">Imprint<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1657\"><a href=\"https:\/\/ailio.de\/en\/agb\/\" class=\"elementor-item\">AGB<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-2211\"><a href=\"http:\/\/Datenschutzerkl\u00e4rung\" class=\"elementor-item\">Data Privacy<\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<nav class=\"elementor-nav-menu--dropdown elementor-nav-menu__container\" aria-hidden=\"true\">\n\t\t\t\t<ul id=\"menu-2-9bbf5d4\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1655\"><a href=\"https:\/\/ailio.de\/en\/imprint\/\" class=\"elementor-item\" tabindex=\"-1\">Imprint<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1657\"><a href=\"https:\/\/ailio.de\/en\/agb\/\" class=\"elementor-item\" tabindex=\"-1\">AGB<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-2211\"><a href=\"http:\/\/Datenschutzerkl\u00e4rung\" class=\"elementor-item\" tabindex=\"-1\">Data Privacy<\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/footer>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>The global trend toward digitization of all business processes is advancing relentlessly. Even in Germany, which sometimes seems rather sleepy in this respect, understanding is growing. After all, according to a study by Deloitte, 73% of small and medium-sized enterprises already recognized the great importance of this in 2013. As is readily apparent from the [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":946,"comment_status":"closed","ping_status":"open","sticky":false,"template":"elementor_canvas","format":"standard","meta":{"footnotes":""},"categories":[34],"tags":[91],"class_list":["post-1083","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-theme-1","tag-ailio"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How can I recognize a good software service provider? - Ailio<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ailio.de\/en\/how-can-i-recognize-a-good-software-service-provider\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How can I recognize a good software service provider? - Ailio\" \/>\n<meta property=\"og:description\" content=\"The global trend toward digitization of all business processes is advancing relentlessly. Even in Germany, which sometimes seems rather sleepy in this respect, understanding is growing. After all, according to a study by Deloitte, 73% of small and medium-sized enterprises already recognized the great importance of this in 2013. 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