{"id":11512,"date":"2022-09-01T11:30:01","date_gmt":"2022-09-01T09:30:01","guid":{"rendered":"https:\/\/www.intesys.it\/journal\/?p=11512"},"modified":"2022-11-25T15:06:54","modified_gmt":"2022-11-25T14:06:54","slug":"data-driven-strategy-dietro-ogni-grande-app-mobile-ci-sono-sempre-grandi-dati","status":"publish","type":"post","link":"https:\/\/www.intesys.it\/journal\/information-technology\/data-driven-strategy-dietro-ogni-grande-app-mobile-ci-sono-sempre-grandi-dati\/","title":{"rendered":"Data Driven Strategy: dietro ogni grande app mobile ci sono sempre grandi dati"},"content":{"rendered":"<p><div id='wpig-contents' class='wpig-contents wpig-number-list wpig-no-hierarachy wpig-sidebar-widget wpig-style-1'><span class='wpig-headline'>Indice dei contenuti<\/span><!-- Table of Contents --><div id='wpig-table-of-content' class='wpig-table-of-content' ><ol><li class='stoc-cosa-possono-dirci-i-dati-sul-funzionamento-della-nostra-app'><a href='#stoc-cosa-possono-dirci-i-dati-sul-funzionamento-della-nostra-app'>Cosa possono dirci i dati sul funzionamento della nostra app?<\/a><\/li><li class='stoc-le-best-practice-per-impostare-una-strategia-data-driven'><a href='#stoc-le-best-practice-per-impostare-una-strategia-data-driven'>Le best practice per impostare una strategia data driven<\/a><\/li><\/ol><\/div><!-- END OF Table of Contents --><\/div><\/p>[vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_spacing=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_column_text]\n<h4>Sia che si tratti di <a href=\"https:\/\/www.intesys.it\/soluzioni\/sviluppo-app-mobile\/\" target=\"_blank\" rel=\"noopener\">app consumer che di app enterprise<\/a>, il successo di un progetto mobile \u00e8 dato dal tasso di adozione e dalla soddisfazione da parte degli utenti nell\u2019utilizzo del prodotto stesso. Un\u2019app veloce, con una User Experience chiara e con funzioni rapide da usare viene percepita in modo positivo dall\u2019utente finale.<br \/>\nPer poter mantenere la soddisfazione nel tempo e raggiungere gli obiettivi di business preposti da questo tipo di progetti, \u00e8 indispensabile innescare un processo di continuous design, che permetta di migliorare, ottimizzare e far crescere il progetto nel tempo, mantenendolo in linea con le aspettative degli utenti.<br \/>\nL\u2019adozione di una strategia data driven \u00e8 il primo passo di questo approccio.<\/h4>\n[\/vc_column_text][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_spacing=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][divider line_type=&#8221;No Line&#8221; custom_height=&#8221;10&#8243;][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_spacing=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_column_text]\n<h2 id=\"stoc-cosa-possono-dirci-i-dati-sul-funzionamento-della-nostra-app\" class=\"wpig-heading\">Cosa possono dirci i dati sul funzionamento della nostra app?<\/h2>\n<p><strong>Il dato<\/strong>, lo sappiamo bene, \u00e8 un elemento tanto pi\u00f9 <strong>importante<\/strong> quanto pi\u00f9 si \u00e8 in grado di <strong>estrarre del valore da esso<\/strong>: raccogliere dati \u00e8 relativamente facile, ma perch\u00e9 questi abbiano valore all\u2019interno di un processo di design \u00e8 necessario che siano di <strong>buona qualit\u00e0 e in quantit\u00e0 sufficienti<\/strong>.<\/p>\n<p>Ad esempio, tramite il monitoraggio di un\u2019app possiamo scoprire <strong>cosa succede durante l\u2019uso da parte degli utenti<\/strong> attraverso la raccolta di dati che possiamo chiamare \u201c<strong>eventi<\/strong>\u201d.<\/p>\n<p>Possiamo distinguere gli eventi in due tipologie:[\/vc_column_text][\/vc_column][\/vc_row][vc_row type=&#8221;full_width_background&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; equal_height=&#8221;yes&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; advanced_gradient_angle=&#8221;0&#8243; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; shape_type=&#8221;&#8221; gradient_type=&#8221;default&#8221;][vc_column column_padding=&#8221;padding-3-percent&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;right&#8221; column_element_spacing=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; advanced_gradient_angle=&#8221;0&#8243; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; animation_type=&#8221;default&#8221; enable_animation=&#8221;true&#8221; animation=&#8221;fade-in-from-bottom&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221; gradient_type=&#8221;default&#8221;][nectar_icon_list animate=&#8221;true&#8221; color=&#8221;Extra-Color-3&#8243; direction=&#8221;vertical&#8221; icon_size=&#8221;small&#8221; icon_style=&#8221;border&#8221;][nectar_icon_list_item icon_type=&#8221;numerical&#8221; text_full_html=&#8221;html&#8221; title=&#8221;List Item&#8221; id=&#8221;1663671434385-3&#8243; tab_id=&#8221;1663671434385-3&#8243;]\n<h4 id=\"stoc-gli-errori-attraverso-un-evento-di-tipo-errore-intercettiamo-una-problematica-tecnica-occorsa-durante-luso-dellapp\" class=\"wpig-heading\"><strong><span class=\"TextRun SCXW67013554 BCX0\" lang=\"IT-IT\" xml:lang=\"IT-IT\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW67013554 BCX0\">Gli errori:<\/span><\/span><\/strong><span class=\"TextRun SCXW67013554 BCX0\" lang=\"IT-IT\" xml:lang=\"IT-IT\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW67013554 BCX0\"> a<\/span><span class=\"NormalTextRun SCXW67013554 BCX0\">ttraverso<\/span><span class=\"NormalTextRun SCXW67013554 BCX0\"> un evento di tipo \u201cerrore\u201d intercettiamo <\/span><\/span><span class=\"TextRun SCXW67013554 BCX0\" lang=\"IT-IT\" xml:lang=\"IT-IT\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW67013554 BCX0\">una <strong>problematica tecnica<\/strong><\/span><\/span><span class=\"TextRun SCXW67013554 BCX0\" lang=\"IT-IT\" xml:lang=\"IT-IT\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW67013554 BCX0\"> occorsa durante l\u2019uso dell\u2019app;<\/span><\/span><span class=\"EOP SCXW67013554 BCX0\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h4>\n[\/nectar_icon_list_item][nectar_icon_list_item icon_type=&#8221;numerical&#8221; text_full_html=&#8221;html&#8221; title=&#8221;List Item&#8221; id=&#8221;1663671434450-10&#8243; tab_id=&#8221;1663671434451-9&#8243;]\n<h4 id=\"stoc-le-azioni-un-evento-di-tipo-azione-invece-ci-fornisce-informazioni-su-come-gli-utenti-svolgono-specifiche-attivita-allinterno-del-nostro-prodotto\" class=\"wpig-heading\"><span class=\"TextRun SCXW221911132 BCX0\" lang=\"IT-IT\" xml:lang=\"IT-IT\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW221911132 BCX0\"><strong>Le azioni<\/strong>:<\/span><\/span><span class=\"TextRun SCXW221911132 BCX0\" lang=\"IT-IT\" xml:lang=\"IT-IT\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW221911132 BCX0\"> u<\/span><span class=\"NormalTextRun SCXW221911132 BCX0\">n evento di tipo \u201cazione\u201d, invece, ci fornisce <\/span><\/span><strong><span class=\"TextRun SCXW221911132 BCX0\" lang=\"IT-IT\" xml:lang=\"IT-IT\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW221911132 BCX0\">informazioni<\/span><\/span><\/strong><span class=\"TextRun SCXW221911132 BCX0\" lang=\"IT-IT\" xml:lang=\"IT-IT\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW221911132 BCX0\"><strong> su come gli utenti svolgono specifiche attivit\u00e0<\/strong> all\u2019interno del nostro prodotto.<\/span><\/span><span class=\"EOP SCXW221911132 BCX0\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h4>\n[\/nectar_icon_list_item][\/nectar_icon_list][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_spacing=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][divider line_type=&#8221;No Line&#8221; custom_height=&#8221;10&#8243;][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_spacing=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; 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column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221; gradient_type=&#8221;default&#8221;][vc_row_inner equal_height=&#8221;yes&#8221; content_placement=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; text_align=&#8221;left&#8221; row_position=&#8221;default&#8221; row_position_tablet=&#8221;inherit&#8221; row_position_phone=&#8221;inherit&#8221; overflow=&#8221;visible&#8221; pointer_events=&#8221;all&#8221;][vc_column_inner column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_spacing=&#8221;0px&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; advanced_gradient_angle=&#8221;0&#8243; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/6&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221; gradient_type=&#8221;default&#8221;][image_with_animation image_url=&#8221;10303&#8243; image_size=&#8221;full&#8221; animation_type=&#8221;entrance&#8221; animation=&#8221;None&#8221; hover_animation=&#8221;none&#8221; alignment=&#8221;&#8221; border_radius=&#8221;none&#8221; box_shadow=&#8221;none&#8221; image_loading=&#8221;default&#8221; max_width=&#8221;custom&#8221; max_width_custom=&#8221;60%&#8221;][\/vc_column_inner][\/vc_row_inner][vc_column_text]\n<h3 style=\"margin: 0!important;font-size: 32px\" style=\"margin: 0!important;font-size: 32px\" id=\"stoc-api-date\" class=\"wpig-heading\">API date<\/h3>\n<h3 style=\"font-weight: 200;margin-top: 5px!important;font-size: 28px\">Evolvere e governare<br \/>\nle architetture IT<\/h3>\n[\/vc_column_text][nectar_btn size=&#8221;medium&#8221; open_new_tab=&#8221;true&#8221; button_style=&#8221;see-through-2&#8243; color_override=&#8221;#ffffff&#8221; hover_color_override=&#8221;#17fdb4&#8243; hover_text_color_override=&#8221;#000000&#8243; icon_family=&#8221;none&#8221; text=&#8221;GUARDA L&#8217;EVENTO ON DEMAND&#8221; url=&#8221;https:\/\/www.intesys.it\/api-date\/&#8221;][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; 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column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_spacing=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][divider line_type=&#8221;No Line&#8221; custom_height=&#8221;10&#8243;][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_spacing=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_column_text]\n<h3 id=\"stoc-1-gli-errori-in-una-data-driven-strategy\" class=\"wpig-heading\">1. Gli errori in una data driven strategy<\/h3>\n<p>Ora, tutti noi sappiamo che un prodotto non dovrebbe avere dei problemi tecnici o degli errori, ma \u00e8 chiaro che questo pu\u00f2 succedere, indipendentemente dall\u2019app mobile. Un\u2019app infatti <strong>dipende da una serie di API e di scambio di dati<\/strong>; quindi, all\u2019interno di questo flusso qualsiasi cosa pu\u00f2 accadere.<\/p>\n<p>Raccogliere gli eventi scatenati da errori ci permette di:<\/p>\n<ul>\n<li><strong>Correggere<\/strong> rapidamente <strong>i problemi<\/strong> quando c\u2019\u00e8 evidenza di un fenomeno;<\/li>\n<li><strong>Prevenire future problematiche<\/strong> intercettando picchi di anomalie in un determinato tempo.<\/li>\n<\/ul>\n<p>Ci sono progetti che non permettono di impostare un\u2019adeguata fase di testing e un\u2019analisi di come il prodotto verr\u00e0 utilizzato: a volte si vuole lanciare un MVP (Minimum Viable Product), ossia una versione del prodotto con caratteristiche minime ma sufficienti a raccogliere i primi feedback, altre volte il business necessita di una soluzione rapida sul mercato. In questi casi \u00e8 fondamentale<a href=\"https:\/\/www.intesys.it\/journal\/information-technology\/6-consigli-per-mantenere-app-mobile\/\"> mitigare il rischio di problematiche<\/a>, attraverso un\u2019attenta analisi del flusso degli eventi in ingresso.<\/p>\n<p>Uno degli approcci che solitamente adottiamo \u00e8 quello di <strong>mettere sotto monitoraggio degli eventi specifici<\/strong>: nel caso dovessero essere <strong>segnalati una quantit\u00e0 di errori anomala<\/strong> rispetto un valore di soglia, il<strong> sistema avvisa in tempo reale il team<\/strong> che pu\u00f2 prendere visione della reportistica e comprendere come poter <strong>risolvere il problema<\/strong>.<\/p>\n<p>Un classico esempio: ogni applicazione mobile funziona attraverso<strong> una serie di chiamate API ai sistemi sottostanti<\/strong>. Nell\u2019uso normale di un\u2019app pu\u00f2 succedere che una qualunque di queste API risponda in modo anomalo impiegando un tempo eccessivo (pensiamo banalmente al caso di connettivit\u00e0 limitata o assente): se questo fatto \u00e8 sporadico allora non si tratta di un problema critico. Se, per\u00f2, improvvisamente<strong> il numero di chiamate in errore dovesse aumentare<\/strong> \u2013 all\u2019interno di un range di tempo prestabilito \u2013 \u00e8 fondamentale <strong>essere allertati<\/strong> e poter verificare cosa succede, non tanto all\u2019applicazione mobile, quanto ai sistemi sottostanti che potrebbero, ad esempio, essere pi\u00f9 lenti a rispondere a causa del traffico elevato o tornare dati anomali all\u2019app.<\/p>\n<h3 id=\"stoc-2-le-azioni-in-una-data-driven-strategy\" class=\"wpig-heading\">2. Le azioni in una data driven strategy<\/h3>\n<p>Oltre a gestire gli errori, che con il tempo dovrebbero avere una frequenza sempre minore, \u00e8 necessario gestire gli eventi legati ad azioni in grado di permetterci di scoprire come gli utenti usano il nostro prodotto.<\/p>\n<p><strong>L\u2019analisi del comportamento<\/strong> permette di ottimizzare parti del progetto all\u2019interno di un<a href=\"https:\/\/www.intesys.it\/design\/human-user-centered-design\/\" target=\"_blank\" rel=\"noopener\"> processo di continuous design<\/a>.<\/p>\n<p>Pensiamo ad esempio all\u2019<a href=\"https:\/\/www.intesys.it\/soluzioni\/digital-customer-onboarding\/\" target=\"_blank\" rel=\"noopener\">onboarding<\/a>: analizzare dove si fermano gli utenti, dove trovano difficolt\u00e0, consente di <strong>identificare le parti che possono essere ottimizzate<\/strong>. Delle modifiche mirate \u2013 magari rilasciate in produzione ad un numero ridotto di utenti \u2013 ci permettono di poter validare sul campo quanto appreso dai dati statistici.<\/p>\n<h2 id=\"stoc-le-best-practice-per-impostare-una-strategia-data-driven\" class=\"wpig-heading\">Le best practice per impostare una strategia data driven<\/h2>\n<blockquote>\n<p>Ogni progetto \u00e8 diverso, ma l\u2019<a href=\"https:\/\/www.intesys.it\/information-technology\/servizi-it\/mobile-app-development\/\" target=\"_blank\" rel=\"noopener\">esperienza portata avanti negli ultimi 10 anni di sviluppo di applicazioni mobile <\/a>spinge a indentificare alcune best practice in questo campo:<\/p>\n<\/blockquote>\n<ul>\n<li><strong>Raccogliere buoni dati dall\u2019inizio<\/strong>: quando si lancia un progetto \u00e8 importantissimo raccogliere dati sull\u2019utilizzo del proprio prodotto a partire dal giorno 0. Questi ci forniranno i primi elementi per migliorarlo da subito;<\/li>\n<li><strong>Aumentare la quantit\u00e0 di dati raccolti<\/strong>: man mano che il progetto evolve \u00e8 necessario aumentare la quantit\u00e0 di eventi raccolti, mettendo sotto monitoraggio anche le nuove funzioni integrate nel tempo, per non lasciare sezioni sguarnite e poter cos\u00ec seguire il flusso di navigazione del prodotto all\u2019interno di tutte le sezioni.<\/li>\n<\/ul>\n<p>Trattenere gli utenti sulla propria app \u00e8 un\u2019operazione che richiede <strong>competenze multidisciplinari ed elevate capacit\u00e0 tecniche<\/strong>. L\u2019uso di una <a href=\"https:\/\/www.intesys.it\/journal\/information-technology\/mantenere-il-controllo-app-dolomiti-superski-per-garantire-un-livello-elevato-di-servizio\/\">strategia data driven<\/a> \u00e8 imprescindibile per fornire agli attori coinvolti i giusti dati <strong>per prendere le decisioni in modo consapevole<\/strong>.[\/vc_column_text][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; 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column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][divider line_type=&#8221;No Line&#8221; custom_height=&#8221;10&#8243;][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_spacing=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_column_text]\n<h4 id=\"stoc-non-perderti-altri-consigli-preziosi-e-soluzioni-it-per-governare-levoluzione-architetturale-della-tua-azienda-nello-sfidante-contesto-di-mercato-sono-disponibili-le-videoregistrazioni-e-i-mat\" class=\"wpig-heading\">Non perderti altri consigli preziosi e soluzioni IT per governare l&#8217;evoluzione architetturale della tua azienda nello sfidante contesto di mercato: sono disponibili le videoregistrazioni e i materiali dell&#8217;evento API DATE 2022!<\/h4>\n[\/vc_column_text][nectar_btn size=&#8221;large&#8221; open_new_tab=&#8221;true&#8221; button_style=&#8221;regular&#8221; button_color_2=&#8221;Accent-Color&#8221; color_override=&#8221;#0f33ce&#8221; solid_text_color_override=&#8221;#ffffff&#8221; icon_family=&#8221;none&#8221; text=&#8221;SCOPRI I CONTENUTI ON DEMAND &#8221; margin_top=&#8221;10&#8243; url=&#8221;https:\/\/www.intesys.it\/api-date\/&#8221;][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; 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