{"id":8236,"date":"2021-07-14T08:57:13","date_gmt":"2021-07-14T13:57:13","guid":{"rendered":"https:\/\/www.adapting.com\/hiperautomatizacion\/"},"modified":"2021-07-28T17:58:16","modified_gmt":"2021-07-28T22:58:16","slug":"hyperautomation","status":"publish","type":"page","link":"https:\/\/www.adapting.com\/en\/hyperautomation\/","title":{"rendered":"Hyperautomation (BPA\/RPA)"},"content":{"rendered":"[vc_row fullwidth=&#8221;true&#8221; parallax=&#8221;content-moving-fade&#8221; css=&#8221;.vc_custom_1537543017864{background-image: url(https:\/\/www.adapting.com\/wp-content\/uploads\/2018\/09\/abox-soluciones2.jpg?id=4176) !important;background-position: center;background-repeat: no-repeat !important;background-size: contain !important;}&#8221;][vc_column][mk_padding_divider size=&#8221;250&#8243;][mk_fancy_title color=&#8221;#ffffff&#8221; size=&#8221;46&#8243; font_weight=&#8221;600&#8243; txt_transform=&#8221;uppercase&#8221; letter_spacing=&#8221;6&#8243; font_family=&#8221;none&#8221; align=&#8221;center&#8221;]SOLUTIONS[\/mk_fancy_title][mk_padding_divider size=&#8221;200&#8243;][\/vc_column][\/vc_row][vc_row][vc_column][mk_padding_divider size=&#8221;60&#8243;][mk_fancy_title strip_tags=&#8221;true&#8221; color=&#8221;#333333&#8243; size=&#8221;25&#8243; font_weight=&#8221;500&#8243; font_style=&#8221;normal&#8221; txt_transform=&#8221;uppercase&#8221; margin_bottom=&#8221;0&#8243; font_family=&#8221;none&#8221; align=&#8221;center&#8221;]HYPERAUTOMATION AT ABOX[\/mk_fancy_title][mk_divider style=&#8221;thin_solid&#8221; divider_width=&#8221;custom_width&#8221; custom_width=&#8221;100&#8243; thin_single_color=&#8221;#7e9022&#8243; thickness=&#8221;4&#8243; margin_top=&#8221;10&#8243; margin_bottom=&#8221;40&#8243;][mk_padding_divider size=&#8221;30&#8243;][\/vc_column][\/vc_row][vc_row fullwidth=&#8221;true&#8221; equal_columns=&#8221;true&#8221; css=&#8221;.vc_custom_1537265311933{border-top-width: 1px !important;border-bottom-width: 1px !important;background-color: #efefef !important;border-top-color: #cecece !important;border-top-style: solid !important;border-bottom-color: #cecece !important;border-bottom-style: solid !important;}&#8221;][vc_column width=&#8221;1\/2&#8243; css=&#8221;.vc_custom_1626273920557{margin-top: 0px !important;margin-right: 0px !important;margin-bottom: 0px !important;margin-left: 0px !important;border-top-width: 0px !important;border-right-width: 0px !important;border-bottom-width: 0px !important;border-left-width: 0px !important;padding-top: 0px !important;padding-right: 0px !important;padding-bottom: 0px !important;padding-left: 0px !important;background-image: url(https:\/\/www.adapting.com\/wp-content\/uploads\/2021\/07\/ia-1.jpeg?id=8067) !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}&#8221;][\/vc_column][vc_column width=&#8221;1\/2&#8243; css=&#8221;.vc_custom_1537263227417{padding-top: 40px !important;padding-right: 5% !important;padding-bottom: 40px !important;padding-left: 5% !important;}&#8221;][mk_padding_divider size=&#8221;60&#8243;][mk_fancy_title strip_tags=&#8221;true&#8221; color=&#8221;#333333&#8243; size=&#8221;20&#8243; font_weight=&#8221;500&#8243; font_style=&#8221;normal&#8221; txt_transform=&#8221;uppercase&#8221; margin_bottom=&#8221;0&#8243; font_family=&#8221;none&#8221; responsive_align=&#8221;left&#8221; animation=&#8221;bottom-to-top&#8221;]WHAT IS HYPERAUTOMATION[\/mk_fancy_title][mk_divider style=&#8221;thin_solid&#8221; divider_width=&#8221;custom_width&#8221; custom_width=&#8221;100&#8243; align=&#8221;left&#8221; thin_single_color=&#8221;#7e9022&#8243; thickness=&#8221;4&#8243; margin_top=&#8221;10&#8243; margin_bottom=&#8221;40&#8243; animation=&#8221;right-to-left&#8221;][vc_column_text css=&#8221;.vc_custom_1627509179276{margin-bottom: 0px !important;}&#8221;]Hyperautomation is responsible for automating tasks normally performed by human hands. It applies technologies such as Process Modeling (BPA), Robotization (RPA) and Artificial Intelligence (AI) to significantly improve document flows.<\/p>\n<p style=\"text-align: JUSTIFY;\">It includes the sophistication of such automation with stages such as discover, analyze, design, automate, measure, monitor and improve.<\/p>\n[\/vc_column_text][mk_padding_divider size=&#8221;20&#8243;][vc_row_inner][vc_column_inner width=&#8221;1\/2&#8243;][mk_icon_box2 icon_type=&#8221;image&#8221; icon_size=&#8221;128&#8243; icon_image=&#8221;https:\/\/www.adapting.com\/wp-content\/uploads\/2021\/07\/iconos-captura-asistida.png&#8221; title=&#8221;Assisted document capture&#8221; title_size=&#8221;15&#8243; title_color=&#8221;#333333&#8243; animation=&#8221;left-to-right&#8221;][\/mk_icon_box2][mk_icon_box2 icon_type=&#8221;image&#8221; icon_size=&#8221;128&#8243; icon_image=&#8221;https:\/\/www.adapting.com\/wp-content\/uploads\/2021\/07\/iconos-deteccion-de-error.png&#8221; title=&#8221;Detection of errors and inconsistencies&#8221; title_size=&#8221;15&#8243; title_color=&#8221;#333333&#8243; animation=&#8221;left-to-right&#8221;][\/mk_icon_box2][mk_icon_box2 icon_type=&#8221;image&#8221; icon_size=&#8221;128&#8243; icon_image=&#8221;https:\/\/www.adapting.com\/wp-content\/uploads\/2021\/07\/iconos-medicion-emocional.png&#8221; title=&#8221;Emotional measurement of communication text&#8221; title_size=&#8221;15&#8243; title_color=&#8221;#333333&#8243; animation=&#8221;left-to-right&#8221;][\/mk_icon_box2][\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243;][mk_icon_box2 icon_type=&#8221;image&#8221; icon_size=&#8221;128&#8243; icon_image=&#8221;https:\/\/www.adapting.com\/wp-content\/uploads\/2021\/07\/iconos-automatizacion.png&#8221; title=&#8221;Automation of actions with BPM&#8221; title_size=&#8221;15&#8243; title_color=&#8221;#333333&#8243; animation=&#8221;left-to-right&#8221;][\/mk_icon_box2][mk_icon_box2 icon_type=&#8221;image&#8221; icon_size=&#8221;128&#8243; icon_image=&#8221;https:\/\/www.adapting.com\/wp-content\/uploads\/2021\/07\/iconos-clasificacion.png&#8221; title=&#8221;Automatic classification with Machine Learning&#8221; title_size=&#8221;15&#8243; title_color=&#8221;#333333&#8243; animation=&#8221;left-to-right&#8221;][\/mk_icon_box2][mk_icon_box2 icon_type=&#8221;image&#8221; icon_size=&#8221;128&#8243; icon_image=&#8221;https:\/\/www.adapting.com\/wp-content\/uploads\/2021\/07\/iconos-integracion.png&#8221; title=&#8221;Legacy systems integration service&#8221; title_size=&#8221;15&#8243; title_color=&#8221;#333333&#8243; animation=&#8221;left-to-right&#8221;][\/mk_icon_box2][\/vc_column_inner][\/vc_row_inner][mk_padding_divider][\/vc_column][\/vc_row][vc_row fullwidth=&#8221;true&#8221; equal_columns=&#8221;true&#8221; css=&#8221;.vc_custom_1537541407380{border-top-width: 1px !important;border-bottom-width: 1px !important;background-color: #efefef !important;background-position: center !important;background-repeat: no-repeat !important;background-size: contain !important;border-top-color: #cecece !important;border-top-style: solid !important;border-bottom-color: #cecece !important;border-bottom-style: solid !important;}&#8221;][vc_column width=&#8221;1\/2&#8243; css=&#8221;.vc_custom_1537541498270{margin-top: 0px !important;margin-right: 0px !important;margin-bottom: 0px !important;margin-left: 0px !important;border-top-width: 0px !important;border-right-width: 0px !important;border-bottom-width: 0px !important;border-left-width: 0px !important;padding-top: 40px !important;padding-right: 5% !important;padding-bottom: 40px !important;padding-left: 5% !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}&#8221;][mk_padding_divider size=&#8221;60&#8243;][mk_fancy_title strip_tags=&#8221;true&#8221; color=&#8221;#333333&#8243; size=&#8221;20&#8243; font_weight=&#8221;500&#8243; font_style=&#8221;normal&#8221; txt_transform=&#8221;uppercase&#8221; margin_bottom=&#8221;0&#8243; font_family=&#8221;none&#8221; responsive_align=&#8221;left&#8221; animation=&#8221;bottom-to-top&#8221;]SMART CAPTURE TOOLS[\/mk_fancy_title][mk_divider style=&#8221;thin_solid&#8221; divider_width=&#8221;custom_width&#8221; custom_width=&#8221;100&#8243; align=&#8221;left&#8221; thin_single_color=&#8221;#7e9022&#8243; thickness=&#8221;4&#8243; margin_top=&#8221;10&#8243; margin_bottom=&#8221;40&#8243; animation=&#8221;right-to-left&#8221;][vc_column_text css=&#8221;.vc_custom_1627510403992{margin-bottom: 0px !important;}&#8221;]\n<p style=\"text-align: justify;\">We have Abox-ECM integrations with the main intelligent capture tools in the market.<\/p>\n[\/vc_column_text][vc_row_inner][vc_column_inner width=&#8221;1\/4&#8243;][mk_image src=&#8221;https:\/\/www.adapting.com\/wp-content\/uploads\/2021\/07\/logo-kofax.png&#8221; image_size=&#8221;full&#8221; target=&#8221;_blank&#8221; align=&#8221;center&#8221;][\/vc_column_inner][vc_column_inner width=&#8221;1\/4&#8243;][mk_image src=&#8221;https:\/\/www.adapting.com\/wp-content\/uploads\/2021\/07\/logo-kofax-ajustado.png&#8221; image_size=&#8221;full&#8221; target=&#8221;_blank&#8221; align=&#8221;center&#8221;][\/vc_column_inner][vc_column_inner width=&#8221;1\/4&#8243;][mk_image src=&#8221;https:\/\/www.adapting.com\/wp-content\/uploads\/2021\/07\/logo-spigraph-ajustado.png&#8221; image_size=&#8221;full&#8221; target=&#8221;_blank&#8221; align=&#8221;center&#8221;][\/vc_column_inner][vc_column_inner width=&#8221;1\/4&#8243;][mk_image src=&#8221;https:\/\/www.adapting.com\/wp-content\/uploads\/2021\/07\/logo-bardecodefiler-justado.png&#8221; image_size=&#8221;full&#8221; target=&#8221;_blank&#8221; align=&#8221;center&#8221;][\/vc_column_inner][\/vc_row_inner][mk_padding_divider size=&#8221;20&#8243;][vc_column_text css=&#8221;.vc_custom_1627510429607{margin-bottom: 0px !important;}&#8221;]<strong>The functionalities provided by this integration are as follows:<\/strong>[\/vc_column_text][mk_custom_list margin_bottom=&#8221;10&#8243; animation=&#8221;bottom-to-top&#8221;]\n<ul>\n<li>Automatic image processing (enhancement, filtering, format transformation, etc.)<\/li>\n<li>Automatic character and code recognition (OCR, OMR, multilingual).<\/li>\n<li>Template design for text extraction (ICR).<\/li>\n<li>Validation of extracted content (database, human supervision, etc.)<\/li>\n<li>Multi-format export and integration with other systems.<\/li>\n<\/ul>\n[\/mk_custom_list][vc_column_text css=&#8221;.vc_custom_1627510654861{margin-bottom: 0px !important;}&#8221;]<a href=\"https:\/\/www.adapting.com\/en\/interoperability\/\" target=\"_blank\" rel=\"noopener\"><strong>More information here<\/strong><\/a>[\/vc_column_text][mk_padding_divider][\/vc_column][vc_column width=&#8221;1\/2&#8243; css=&#8221;.vc_custom_1537541468983{background-image: url(https:\/\/www.adapting.com\/wp-content\/uploads\/2018\/07\/scanning.jpg?id=2501) !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}&#8221;][\/vc_column][\/vc_row][vc_row][vc_column][mk_padding_divider size=&#8221;60&#8243;][mk_fancy_title strip_tags=&#8221;true&#8221; color=&#8221;#333333&#8243; size=&#8221;20&#8243; font_weight=&#8221;500&#8243; font_style=&#8221;normal&#8221; txt_transform=&#8221;uppercase&#8221; margin_bottom=&#8221;0&#8243; font_family=&#8221;none&#8221; align=&#8221;center&#8221;]DOCUMENT FLOW DESIGN WITH BPMN[\/mk_fancy_title][mk_divider style=&#8221;thin_solid&#8221; divider_width=&#8221;custom_width&#8221; custom_width=&#8221;100&#8243; thin_single_color=&#8221;#7e9022&#8243; thickness=&#8221;4&#8243; margin_top=&#8221;10&#8243; margin_bottom=&#8221;40&#8243;][vc_column_text css=&#8221;.vc_custom_1627510766082{margin-bottom: 0px !important;}&#8221;]Business Process Automation (BPA) manages workflows to improve the efficiency of an organization. BPA does not focus on a single department, but on the entire organization by implementing software systems that integrate all existing applications.<\/p>\n<p><strong>Abox-ECM<\/strong> provides graphical editors for process design, with more than 100 actions and checks included to allow complete automation of any document process, including integration with other applications.<\/p>\n<h4 style=\"text-align: center;\"><strong>Two standard languages are available for the definition of workflows:<\/strong><\/h4>\n[\/vc_column_text][mk_padding_divider size=&#8221;15&#8243;][mk_image src=&#8221;https:\/\/www.adapting.com\/wp-content\/uploads\/2021\/07\/flujo-documental-con-bpmn.png&#8221; image_size=&#8221;full&#8221; target=&#8221;_blank&#8221; align=&#8221;center&#8221;][mk_padding_divider size=&#8221;30&#8243;][vc_row_inner][vc_column_inner width=&#8221;1\/2&#8243;][mk_image src=&#8221;https:\/\/www.adapting.com\/wp-content\/uploads\/2021\/07\/logo-hoteditor-transparente-azul-1.png&#8221; image_size=&#8221;medium&#8221; target=&#8221;_blank&#8221; align=&#8221;center&#8221;][vc_column_text align=&#8221;center&#8221; css=&#8221;.vc_custom_1627510792943{margin-bottom: 0px !important;}&#8221;]<strong>State machine notation<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243;][mk_image src=&#8221;https:\/\/www.adapting.com\/wp-content\/uploads\/2021\/07\/logo-floweditor-transparente-1.png&#8221; image_size=&#8221;medium&#8221; target=&#8221;_blank&#8221; align=&#8221;center&#8221;][vc_column_text align=&#8221;center&#8221; css=&#8221;.vc_custom_1627510831550{margin-bottom: 0px !important;}&#8221;]<strong>BPMN2 Notation<\/strong>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][mk_custom_list margin_bottom=&#8221;10&#8243; animation=&#8221;bottom-to-top&#8221;]Abox ECM offers powerful features for:<\/p>\n<ul>\n<li>Pilot records through workflows that control the presence and status of documents and metadata.<\/li>\n<li>Pilot documents through independent workflows or subordinate to processes linked to dossiers.<\/li>\n<li>Integrate with external applications through a powerful interoperability API.<\/li>\n<li>Design and execute workflows on a dual engine: BPMN2 language and state machine.<\/li>\n<\/ul>\n[\/mk_custom_list][vc_column_text css=&#8221;.vc_custom_1627510603096{margin-bottom: 0px !important;padding-top: px !important;}&#8221;]<a href=\"https:\/\/www.adapting.com\/bpm-documental\/\" target=\"_blank\" rel=\"noopener\"><strong>More information here<\/strong><\/a>[\/vc_column_text][\/vc_column][\/vc_row][vc_row fullwidth=&#8221;true&#8221; equal_columns=&#8221;true&#8221; css=&#8221;.vc_custom_1626299607201{padding-right: 160px !important;padding-left: 160px !important;background-color: #efefef !important;}&#8221;][vc_column][mk_padding_divider size=&#8221;60&#8243;][mk_fancy_title strip_tags=&#8221;true&#8221; color=&#8221;#333333&#8243; size=&#8221;20&#8243; font_weight=&#8221;500&#8243; font_style=&#8221;normal&#8221; txt_transform=&#8221;uppercase&#8221; margin_bottom=&#8221;0&#8243; font_family=&#8221;none&#8221; align=&#8221;center&#8221;]EVENT CONTROL ON MASSIVELY MONITORED VARIABLES[\/mk_fancy_title][mk_divider style=&#8221;thin_solid&#8221; divider_width=&#8221;custom_width&#8221; custom_width=&#8221;100&#8243; thin_single_color=&#8221;#7e9022&#8243; thickness=&#8221;4&#8243; margin_top=&#8221;10&#8243; margin_bottom=&#8221;40&#8243;][vc_column_text css=&#8221;.vc_custom_1627511336930{margin-bottom: 0px !important;padding-right: 0px !important;padding-left: 0px !important;}&#8221;]Alerts generally focus on detecting a condition and then bringing it to a person&#8217;s attention. However, an alert system can be thought of as part of a monitoring and improvement loop: observe, detect a condition, take action, and observe again.<\/p>\n<p>An alerting system must support sophisticated detection and actions, recognizing that &#8220;<strong>detection<\/strong>&#8221; may be more than a search of the data repository and that &#8220;<strong>action<\/strong>&#8221; is becoming more than just sending an email or calling a webhook.<\/p>\n<p>Abox-ECM has native integration with the <strong>Elastic Stack<\/strong> suite, a set of open-source tools for data ingestion, enrichment, storage, analysis and visualization.[\/vc_column_text][mk_padding_divider size=&#8221;30&#8243;][mk_image src=&#8221;https:\/\/www.adapting.com\/wp-content\/uploads\/2021\/07\/imagen_de_acompanamiento_para_control_de_eventos_en_abox-transparente.png&#8221; image_size=&#8221;full&#8221; target=&#8221;_blank&#8221; align=&#8221;center&#8221;][mk_custom_list animation=&#8221;bottom-to-top&#8221;]Thanks to Elastic&#8217;s powerful alert system, it is possible to detect any of the following events:<\/p>\n<ul>\n<li>Errors or inconsistencies in the recording of information in the system.<\/li>\n<li>Detection of predictable abnormal situations.<\/li>\n<li>Infrastructure or connectivity problems.<\/li>\n<\/ul>\n[\/mk_custom_list][\/vc_column][\/vc_row][vc_row fullwidth=&#8221;true&#8221; equal_columns=&#8221;true&#8221; css=&#8221;.vc_custom_1626304839742{border-top-width: 1px !important;border-bottom-width: 1px !important;background-color: #ffffff !important;border-top-color: #cecece !important;border-top-style: solid !important;border-bottom-color: #cecece !important;border-bottom-style: solid !important;}&#8221;][vc_column width=&#8221;1\/2&#8243; css=&#8221;.vc_custom_1626304698017{margin-top: 0px !important;margin-right: 0px !important;margin-bottom: 0px !important;margin-left: 0px !important;border-top-width: 0px !important;border-right-width: 0px !important;border-bottom-width: 0px !important;border-left-width: 0px !important;padding-top: 0px !important;padding-right: 0px !important;padding-bottom: 0px !important;padding-left: 0px !important;background-image: url(https:\/\/www.adapting.com\/wp-content\/uploads\/2018\/09\/algorithm3.jpg?id=3824) !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}&#8221;][\/vc_column][vc_column width=&#8221;1\/2&#8243; css=&#8221;.vc_custom_1537263227417{padding-top: 40px !important;padding-right: 5% !important;padding-bottom: 40px !important;padding-left: 5% !important;}&#8221;][mk_padding_divider size=&#8221;60&#8243;][mk_fancy_title strip_tags=&#8221;true&#8221; color=&#8221;#333333&#8243; size=&#8221;20&#8243; font_weight=&#8221;500&#8243; font_style=&#8221;normal&#8221; txt_transform=&#8221;uppercase&#8221; margin_bottom=&#8221;0&#8243; font_family=&#8221;none&#8221; responsive_align=&#8221;left&#8221; animation=&#8221;bottom-to-top&#8221;]DESIGN OF PREDICTIVE MACHINE LEARNING MODELS[\/mk_fancy_title][mk_divider style=&#8221;thin_solid&#8221; divider_width=&#8221;custom_width&#8221; custom_width=&#8221;100&#8243; align=&#8221;left&#8221; thin_single_color=&#8221;#7e9022&#8243; thickness=&#8221;4&#8243; margin_top=&#8221;10&#8243; margin_bottom=&#8221;40&#8243; animation=&#8221;right-to-left&#8221;][vc_column_text css=&#8221;.vc_custom_1627512010760{margin-bottom: 0px !important;}&#8221;]In recent years, the advance of Artificial Intelligence methods and, in particular, Machine Learning technologies, has been spectacular for the discovery of patterns and the automatic classification of digital content.<\/p>\n<p>Grupo Adapting has carried out research in this area, defining a <strong>methodology<\/strong> for the design and deployment of <strong>predictive models<\/strong> based on Artificial Intelligence techniques, which consists of 6 steps:<\/p>\n<ol>\n<li>Data collection and sampling.<\/li>\n<li>Exploratory data analysis.<\/li>\n<li>Variables engineering.<\/li>\n<li>Specification, training and evaluation of the models.<\/li>\n<li>Calibration of hyper-parameters.<\/li>\n<li>Deployment of the model.<\/li>\n<\/ol>\n<p>The models allow predictions to be made using and optimally combining information from metadata, recognized texts in the archives, as well as images of the cover page of the documents.[\/vc_column_text][mk_padding_divider size=&#8221;20&#8243;][mk_image src=&#8221;https:\/\/www.adapting.com\/wp-content\/uploads\/2021\/07\/pipeline-de-entrenamiento.png&#8221; image_size=&#8221;full&#8221; target=&#8221;_blank&#8221; align=&#8221;center&#8221;][mk_padding_divider size=&#8221;20&#8243;][mk_custom_list margin_bottom=&#8221;5&#8243; animation=&#8221;bottom-to-top&#8221;]Some examples of models to be implemented are:<\/p>\n<ul>\n<li>Document type classification model for automatic reassignment of filed documents.<\/li>\n<li>Similarity detection model based on pattern recognition to relate documents and identify clusters (e.g. files).<\/li>\n<li>Model for prioritization of requests and generation of alerts based on sentiment analysis criteria.<\/li>\n<\/ul>\n[\/mk_custom_list][vc_column_text css=&#8221;.vc_custom_1627512123279{margin-bottom: 0px !important;padding-top: px !important;}&#8221;]<a href=\"https:\/\/www.adapting.com\/como-disenar-y-desplegar-modelos-de-machine-learning-en-flujos-documentales\/\" target=\"_blank\" rel=\"noopener\"><strong>More information here<\/strong><\/a>[\/vc_column_text][mk_padding_divider size=&#8221;20&#8243;][vc_column_text css=&#8221;.vc_custom_1627512406602{margin-bottom: 0px !important;}&#8221;]\n<h4 style=\"text-align: center;\"><strong>PREDICTIVE MODEL DESIGN METHODOLOGY<\/strong><\/h4>\n[\/vc_column_text][vc_column_text css=&#8221;.vc_custom_1627512461783{margin-bottom: 0px !important;}&#8221;]This methodology allows us to offer our clients an innovative design service that aims to automate those actions that represent bottlenecks in the document processes that are executed in the SGDEA.<\/p>\n<p>This service is configured as a &#8220;<strong>co-creation<\/strong>&#8221; between the client and our company that includes the following stages:[\/vc_column_text][vc_message message_box_color=&#8221;white&#8221; icon_fontawesome=&#8221;fa fa-question-circle&#8221; css_animation=&#8221;fadeInUp&#8221;]<strong>Problem definition<\/strong>[\/vc_message][vc_message message_box_color=&#8221;white&#8221; icon_fontawesome=&#8221;fa fa-database&#8221; css_animation=&#8221;fadeInUp&#8221;]<strong>Training data collection<\/strong>[\/vc_message][vc_message message_box_color=&#8221;white&#8221; icon_fontawesome=&#8221;fa fa-flag&#8221; css_animation=&#8221;fadeInUp&#8221;]<strong>Analysis and determination of objectives<\/strong>[\/vc_message][vc_message message_box_color=&#8221;white&#8221; icon_fontawesome=&#8221;fa fa-money&#8221; css_animation=&#8221;fadeInUp&#8221;]<strong>Economic agreement<\/strong>[\/vc_message][vc_message message_box_color=&#8221;white&#8221; icon_fontawesome=&#8221;fa fa-cog&#8221; css_animation=&#8221;fadeInUp&#8221;]<strong>Model design and integration<\/strong>[\/vc_message][vc_message message_box_color=&#8221;white&#8221; icon_fontawesome=&#8221;fa fa-repeat&#8221; css_animation=&#8221;fadeInUp&#8221;]<strong>Validation and continuous improvement<\/strong>[\/vc_message][vc_column_text align=&#8221;center&#8221; css=&#8221;.vc_custom_1627513011286{margin-bottom: 0px !important;padding-top: px !important;}&#8221;]<a href=\"https:\/\/www.adapting.com\/en\/request-demo\/\" target=\"_blank\" rel=\"noopener\"><strong>Contact us if you would like us to evaluate your case.<\/strong><\/a>[\/vc_column_text][\/vc_column][\/vc_row][vc_row fullwidth=&#8221;true&#8221; equal_columns=&#8221;true&#8221; css=&#8221;.vc_custom_1626304839742{border-top-width: 1px !important;border-bottom-width: 1px !important;background-color: #ffffff !important;border-top-color: #cecece !important;border-top-style: solid !important;border-bottom-color: #cecece !important;border-bottom-style: solid !important;}&#8221;][vc_column width=&#8221;1\/2&#8243; css=&#8221;.vc_custom_1537263227417{padding-top: 40px !important;padding-right: 5% !important;padding-bottom: 40px !important;padding-left: 5% !important;}&#8221;][mk_padding_divider size=&#8221;60&#8243;][mk_fancy_title strip_tags=&#8221;true&#8221; color=&#8221;#333333&#8243; size=&#8221;20&#8243; font_weight=&#8221;500&#8243; font_style=&#8221;normal&#8221; txt_transform=&#8221;uppercase&#8221; margin_bottom=&#8221;0&#8243; font_family=&#8221;none&#8221; responsive_align=&#8221;left&#8221; animation=&#8221;bottom-to-top&#8221;]PROVISIONING INTELLIGENT CLOUD MODELS FOR LEGACY SYSTEMS[\/mk_fancy_title][mk_divider style=&#8221;thin_solid&#8221; divider_width=&#8221;custom_width&#8221; custom_width=&#8221;100&#8243; align=&#8221;left&#8221; thin_single_color=&#8221;#7e9022&#8243; thickness=&#8221;4&#8243; margin_top=&#8221;10&#8243; margin_bottom=&#8221;40&#8243; animation=&#8221;right-to-left&#8221;][vc_column_text css=&#8221;.vc_custom_1627512920882{margin-bottom: 0px !important;}&#8221;]It is possible to design custom predictive models based on our methodology for other legacy systems. The models are installed on our cloud servers and are provided with a webservices-based API.[\/vc_column_text][mk_padding_divider size=&#8221;20&#8243;][mk_image src=&#8221;https:\/\/www.adapting.com\/wp-content\/uploads\/2021\/07\/modelo-de-sistema-de-clasificacion-predictiva.png&#8221; image_size=&#8221;full&#8221; target=&#8221;_blank&#8221; align=&#8221;center&#8221;][mk_padding_divider size=&#8221;20&#8243;][vc_column_text css=&#8221;.vc_custom_1627512948329{margin-bottom: 0px !important;}&#8221;]In these cases, the client must have the necessary development and integration capabilities and the responsibilities of each party must be defined.[\/vc_column_text][vc_column_text align=&#8221;center&#8221; css=&#8221;.vc_custom_1627513020574{margin-bottom: 0px !important;padding-top: px !important;}&#8221;]<a href=\"https:\/\/www.adapting.com\/en\/request-demo\/\" target=\"_blank\" rel=\"noopener\"><strong>Contact us if you would like us to evaluate your case.<\/strong><\/a>[\/vc_column_text][\/vc_column][vc_column width=&#8221;1\/2&#8243; css=&#8221;.vc_custom_1626379540906{margin-top: 0px !important;margin-right: 0px !important;margin-bottom: 0px !important;margin-left: 0px !important;border-top-width: 0px !important;border-right-width: 0px !important;border-bottom-width: 0px !important;border-left-width: 0px !important;padding-top: 0px !important;padding-right: 0px !important;padding-bottom: 0px !important;padding-left: 0px !important;background-image: url(https:\/\/www.adapting.com\/wp-content\/uploads\/2018\/07\/equipo.jpg?id=2544) !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}&#8221;][\/vc_column][\/vc_row][vc_row fullwidth=&#8221;true&#8221; fullwidth_content=&#8221;false&#8221; css=&#8221;.vc_custom_1533055220207{background-color: #5dead5 !important;}&#8221;][vc_column width=&#8221;2\/3&#8243;][mk_fancy_title color=&#8221;#ffffff&#8221; size=&#8221;30&#8243; force_font_size=&#8221;true&#8221; size_smallscreen=&#8221;20&#8243; size_tablet=&#8221;20&#8243; 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