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Gen2 harnesses daily demand and supply signals and substantially advances Gen1\u2019s probabilistic forecasting methods. Now probabilistic forecasting accounts for not only trends but also daily, weekly, monthly, and quarterly seasonality. Instead of running a \u201chold out\u201d tournament, forecasts are based on probability distributions of each future period. This enables more accurate estimates of mean demand and more realistic assessments of forecast uncertainty (since there are no assumptions about \u201cbell-shaped curves\u201d). Fewer historical data points are required making Gen2 very effective with new product forecasts and when older data is no longer relevant. Accurate forecasts of daily and weekly demand can be generated with as little as 45-60 days of demand history. Finally, the approach, while powerful, is quite easy to understand and thus easier to apply at scale to support business planning. The question \u201cHow many forecasting methods do you use?\u201d may now be answered as \u201cone\u201d for customers leveraging Gen2.<\/p>\n
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indicators” image_icon_width=”32%” admin_label=”More KPIs” _builder_version=”4.23.1″ header_text_color=”#0c71c3″ header_font_size=”22px” header_line_height=”1.2em” body_line_height=”1.6em” background_color=”#FFFFFF” image_icon_custom_margin=”0px||-11px||false|false” image_icon_custom_padding=”0px||0px||false|false” custom_margin=”|-1px|22px|-1px|false|false” custom_padding=”20px|12px|33px|12px|false|false” animation=”off” border_radii=”on|1px|1px|1px|1px” image_max_width=”72%” global_colors_info=”{}”]<\/p>\n [\/et_pb_blurb][\/et_pb_column][et_pb_column type=”1_3″ _builder_version=”4.16″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||”][et_pb_blurb url=”https:\/\/smartcorp.com\/smartipodemo\/” image=”https:\/\/smartcorp.com\/wp-content\/uploads\/2023\/04\/3-Gen2-forecasting-software-facilitates-new-product-forecasting.png” alt=”3 Gen2 forecasting software facilitates new product forecasting” image_icon_width=”35%” admin_label=”new [\/et_pb_blurb][et_pb_blurb 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Optimization models several inventory policies” image_icon_width=”35%” admin_label=”several inventory [\/et_pb_blurb][et_pb_blurb url=”https:\/\/smartcorp.com\/smartipodemo\/” image=”https:\/\/smartcorp.com\/wp-content\/uploads\/2023\/04\/13-Gen2-comprises-a-bundle-of-applications.png” alt=”13 Gen2 comprises a bundle of applications” image_icon_width=”35%” admin_label=”bundle of [\/et_pb_blurb][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ _builder_version=”4.16″ _module_preset=”default” custom_margin=”0px|0px|0px|0px|false|false” custom_padding=”0px|0px|0px|0px|false|false” global_colors_info=”{}”][et_pb_row column_structure=”1_3,1_3,1_3″ use_custom_gutter=”on” gutter_width=”2″ make_equal=”on” module_class=”hp-sect2-tit” _builder_version=”4.16″ background_size=”initial” background_position=”top_left” background_repeat=”repeat” custom_margin=”||0px||false|false” custom_padding=”||0px||false|false” global_colors_info=”{}” custom_padding__hover_enabled=”on|desktop” custom_padding__hover=”||0px||false|false”][et_pb_column type=”1_3″ _builder_version=”4.16″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||”][et_pb_blurb url=”https:\/\/smartcorp.com\/smartipodemo\/” alt=”Smart Software Predict the future Invenotry Management Technology” image_icon_width=”72%” admin_label=”GEN2 Unique Technology ” _builder_version=”4.17.5″ header_text_color=”#0c71c3″ body_line_height=”1.6em” background_color=”#FFFFFF” background_image=”https:\/\/smartcorp.com\/wp-content\/uploads\/2022\/07\/Smart-Software-Predict-the-future-Invenotry-Management-Technology.jpg” background_size=”contain” transform_scale=”90%|90%” height=”244px” custom_margin=”|-1px|32px|-1px|false|false” custom_padding=”20px|24px|53px|24px|false|false” animation=”off” border_radii=”on|1px|1px|1px|1px” image_max_width=”72%” global_colors_info=”{}”][\/et_pb_blurb][\/et_pb_column][et_pb_column type=”1_3″ _builder_version=”4.16″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||”][et_pb_blurb url=”https:\/\/smartcorp.com\/smartipodemo\/” alt=”Unique next generation technology software” image_icon_width=”72%” admin_label=”GEN2 Unique Technology ” _builder_version=”4.16″ header_text_color=”#0c71c3″ body_line_height=”1.6em” background_color=”#FFFFFF” background_image=”https:\/\/smartcorp.com\/wp-content\/uploads\/2021\/09\/imgpsh_mobile_save.jpg” background_size=”contain” height=”244px” custom_margin=”|-1px|32px|-1px|false|false” custom_padding=”20px|24px|53px|24px|false|false” animation=”off” border_radii=”on|1px|1px|1px|1px” image_max_width=”72%” global_colors_info=”{}”][\/et_pb_blurb][\/et_pb_column][et_pb_column type=”1_3″ _builder_version=”4.16″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||”][et_pb_blurb url=”https:\/\/smartcorp.com\/smartipodemo\/” alt=”New Generation Forecasting Technology” image_icon_width=”72%” admin_label=”GEN2 Unique Technology ” _builder_version=”4.16″ header_text_color=”#0c71c3″ body_line_height=”1.6em” background_color=”#FFFFFF” background_image=”https:\/\/smartcorp.com\/wp-content\/uploads\/2021\/09\/GEN2.jpg” background_size=”contain” transform_scale=”78%|78%” height=”244px” custom_margin=”|-1px|32px|-1px|false|false” custom_padding=”20px|24px|53px|24px|false|false” animation=”off” border_radii=”on|1px|1px|1px|1px” image_max_width=”72%” global_colors_info=”{}”][\/et_pb_blurb][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ admin_label=”section” _builder_version=”4.16″ background_color=”#FFFFFF” custom_margin=”0px||||false|false” custom_padding=”0px||||false|false” global_colors_info=”{}”][et_pb_row column_structure=”3_5,2_5″ admin_label=”row” _builder_version=”4.16″ background_size=”initial” background_position=”top_left” background_repeat=”repeat” custom_margin=”0px||||false|false” custom_padding=”0px||||false|false” global_colors_info=”{}”][et_pb_column type=”3_5″ _builder_version=”4.16″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||”][et_pb_text admin_label=”Solutions, Benefits” _builder_version=”4.23.1″ background_color=”#edf2f7″ background_size=”initial” background_position=”top_left” background_repeat=”repeat” custom_padding=”53px|33px|198px|33px|false|false” use_border_color=”off” global_colors_info=”{}”]<\/p>\n Een van de belangrijkste uitdagingen waar vraagvoorspellers nu voor staan, is het toenemende tempo van zakendoen. In het verleden verliepen prognoseprocessen in een maandelijks tempo, en zelden was het een bedrijf dat zelfs versnelde naar een wekelijks tempo. SDP Gen1 werd gevoed door Smart Data Pipeline, dat de meest microscopische gegevens - transacties zoals individuele bestellingen en verzendingen - nam en ze samenvoegde tot dagelijkse totalen. De klassieke tijdreeksvoorspellingsalgoritmen in Gen1 voor niet-intermitterende vraag waren echter het meest geschikt om op een hoger aggregatieniveau te werken, dus Gen1 was voldoende voor de maandelijkse of misschien wekelijkse processen van onze klanten. Het gespecialiseerde algoritme in Gen1 voor het voorspellen van intermitterende vraag was een uitzondering, omdat het op elk niveau van desaggregatie kon werken. Klanten waren echter niet geneigd om sommige items dagelijks te voorspellen en andere maandelijks, dus de meeste klanten gebruikten standaard maandelijkse gegevens.<\/p>\n Maar nu heeft de snelheid van zakendoen in combinatie met de proliferatie van SKU's de vraagstromen uitgedund, waardoor de vraag naar meer artikelen een intermitterend karakter krijgt. Als gevolg hiervan voert Gen2 al zijn berekeningen uit op dagelijkse gegevens. Als klanten ervoor kiezen om in een langzamer tempo te werken, kunnen de dagelijkse resultaten eenvoudig worden geaggregeerd naar wekelijkse, maandelijkse, driemaandelijkse of jaarlijkse niveaus. Het is eenvoudig om prognoses samen te voegen.<\/p>\n <\/p>\n Bedrijven die onze krachtige planningsoplossingen gebruiken, verminderen de staande voorraad doorgaans met 20% in het eerste jaar, verhogen de beschikbaarheid van onderdelen 10-20% en verminderen de behoefte aan en de bijbehorende kosten van noodoverslag om hiaten in hun toeleveringsketen te dichten. De voorraden van reparatie- en serviceonderdelen zijn echt geoptimaliseerd, wat leidt tot effici\u00ebntere operaties, verbeteringen in de klantenservice en aanzienlijk minder geld dat vastzit in voorraden.<\/p>\n [\/et_pb_text][\/et_pb_column][et_pb_column type=”2_5″ _builder_version=”4.16″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||”][et_pb_divider show_divider=”off” disabled_on=”on|on|off” _builder_version=”4.20.4″ height=”6px” hide_on_mobile=”on” global_colors_info=”{}”]<\/p>\n \n <\/p>\n [\/et_pb_divider][et_pb_cta admin_label=”white paper” _builder_version=”4.23.1″ header_font=”Open Sans|600|||||||” header_font_size=”21px” header_line_height=”1.2em” background_color=”#dce4ea” background_size=”initial” background_position=”top_left” background_repeat=”repeat” custom_button=”on” button_text_color=”#0d4c92″ button_bg_color=”#ffffff” button_border_color=”#0d4c92″ button_font=”Rokkitt|on|||” button_use_icon=”off” text_orientation=”left” background_layout=”light” custom_margin=”0px||||false|false” custom_padding=”74px|33px|144px|33px|false|false” z_index_tablet=”500″ header_text_shadow_horizontal_length_tablet=”0px” header_text_shadow_vertical_length_tablet=”0px” header_text_shadow_blur_strength_tablet=”1px” body_text_shadow_horizontal_length_tablet=”0px” body_text_shadow_vertical_length_tablet=”0px” body_text_shadow_blur_strength_tablet=”1px” body_link_text_shadow_horizontal_length_tablet=”0px” body_link_text_shadow_vertical_length_tablet=”0px” body_link_text_shadow_blur_strength_tablet=”1px” body_ul_text_shadow_horizontal_length_tablet=”0px” body_ul_text_shadow_vertical_length_tablet=”0px” body_ul_text_shadow_blur_strength_tablet=”1px” body_ol_text_shadow_horizontal_length_tablet=”0px” body_ol_text_shadow_vertical_length_tablet=”0px” body_ol_text_shadow_blur_strength_tablet=”1px” body_quote_text_shadow_horizontal_length_tablet=”0px” body_quote_text_shadow_vertical_length_tablet=”0px” body_quote_text_shadow_blur_strength_tablet=”1px” border_color_all=”#403d60″ border_style_all=”solid” button_text_shadow_horizontal_length_tablet=”0px” button_text_shadow_vertical_length_tablet=”0px” button_text_shadow_blur_strength_tablet=”1px” box_shadow_horizontal_tablet=”0px” box_shadow_vertical_tablet=”0px” box_shadow_blur_tablet=”40px” box_shadow_spread_tablet=”0px” box_shadow_horizontal_button_tablet=”0px” box_shadow_vertical_button_tablet=”0px” box_shadow_blur_button_tablet=”40px” box_shadow_spread_button_tablet=”0px” text_shadow_horizontal_length_tablet=”0px” text_shadow_vertical_length_tablet=”0px” text_shadow_blur_strength_tablet=”1px” button_text_color_hover=”#ffffff” button_letter_spacing_hover=”0″ button_bg_color_hover=”#0d4c92″ use_border_color=”on” border_color=”#0d4c92″ border_width=”2px” border_style=”solid” global_module=”551″ saved_tabs=”all” global_colors_info=”{}” button_text_size__hover_enabled=”off” button_text_size__hover=”null” button_one_text_size__hover_enabled=”off” button_one_text_size__hover=”null” button_two_text_size__hover_enabled=”off” button_two_text_size__hover=”null” button_text_color__hover_enabled=”on” button_text_color__hover=”#ffffff” button_one_text_color__hover_enabled=”off” button_one_text_color__hover=”null” button_two_text_color__hover_enabled=”off” button_two_text_color__hover=”null” button_border_width__hover_enabled=”off” button_border_width__hover=”null” button_one_border_width__hover_enabled=”off” button_one_border_width__hover=”null” button_two_border_width__hover_enabled=”off” button_two_border_width__hover=”null” button_border_color__hover_enabled=”off” button_border_color__hover=”null” button_one_border_color__hover_enabled=”off” button_one_border_color__hover=”null” button_two_border_color__hover_enabled=”off” button_two_border_color__hover=”null” button_border_radius__hover_enabled=”off” button_border_radius__hover=”null” button_one_border_radius__hover_enabled=”off” button_one_border_radius__hover=”null” button_two_border_radius__hover_enabled=”off” button_two_border_radius__hover=”null” button_letter_spacing__hover_enabled=”on” button_letter_spacing__hover=”0″ button_one_letter_spacing__hover_enabled=”off” button_one_letter_spacing__hover=”null” button_two_letter_spacing__hover_enabled=”off” button_two_letter_spacing__hover=”null” button_bg_color__hover_enabled=”on” button_bg_color__hover=”#0d4c92″ button_one_bg_color__hover_enabled=”off” button_one_bg_color__hover=”null” button_two_bg_color__hover_enabled=”off” button_two_bg_color__hover=”null”]<\/p>\n In this white paper, we introduce \u201cGen2\u201d, our next generation of probabilistic modeling technology that powers the Smart IP&O Platform. \u00a0We recount the evolution of Smart Software\u2019s forecasting methods and we detail how Gen2 substantially expands the capabilities that have made Gen1 so useful to so many companies.\u00a0 Finally, we will also give a high-level view of the probability math behind Gen2 .\u00a0Fill in this form and we’ll email you the paper.<\/p>\n\n <\/p> Smart IP&O Gen2 maakt gebruik van dagelijkse data\u00a0<\/h3>\n
\naccessible” _builder_version=”4.23.1″ header_text_color=”#0c71c3″ header_font_size=”22px” header_line_height=”1.2em” body_line_height=”1.6em” background_color=”#FFFFFF” image_icon_custom_margin=”0px||-11px||false|false” image_icon_custom_padding=”0px||0px||false|false” custom_margin=”|-1px|22px|-1px|false|false” custom_padding=”20px|24px|33px|24px|false|false” animation=”off” border_radii=”on|1px|1px|1px|1px” image_max_width=”72%” global_colors_info=”{}”]<\/p>\nGen2 is easy to understand, data-light, and more accessible<\/h3>\n
\nforecasts” _builder_version=”4.23.1″ header_text_color=”#0c71c3″ header_font_size=”22px” header_line_height=”1.2em” body_line_height=”1.6em” background_color=”#FFFFFF” image_icon_custom_margin=”0px||-11px||false|false” image_icon_custom_padding=”0px||0px||false|false” custom_margin=”|-1px|22px|-1px|false|false” custom_padding=”20px|24px|33px|24px|false|false” animation=”off” border_radii=”on|1px|1px|1px|1px” image_max_width=”72%” global_colors_info=”{}”]<\/p>\nGen2 Inventory Optimization automatically integrates forecasts from Gen2 Forecasting<\/h3>\n
Gen 2 Inventory Optimization fully exploits simulation<\/h3>\n
\nuncertainty” _builder_version=”4.23.1″ header_text_color=”#0c71c3″ header_font_size=”22px” header_line_height=”1.2em” body_line_height=”1.6em” background_color=”#FFFFFF” image_icon_custom_margin=”0px||-11px||false|false” image_icon_custom_padding=”0px||0px||false|false” custom_margin=”|-1px|22px|-1px|false|false” custom_padding=”20px|24px|33px|24px|false|false” animation=”off” border_radii=”on|1px|1px|1px|1px” image_max_width=”72%” global_colors_info=”{}”]<\/p>\nGen2 Inventory Optimization accounts for supplier uncertainty<\/h3>\n
Gen2 Forecasting biedt betere schattingen van de voorspellingsonzekerheid<\/h3>\n
\ncorrections” _builder_version=”4.23.1″ header_text_color=”#0c71c3″ header_font_size=”22px” header_line_height=”1.2em” body_line_height=”1.6em” background_color=”#FFFFFF” image_icon_custom_margin=”0px||-11px||false|false” image_icon_custom_padding=”0px||0px||false|false” custom_margin=”|-1px|22px|-1px|false|false” custom_padding=”20px|24px|33px|24px|false|false” animation=”off” hover_enabled=”0″ border_radii=”on|1px|1px|1px|1px” image_max_width=”72%” global_colors_info=”{}” sticky_enabled=”0″]<\/p>\nGen2 Forecasting exploits daily data to guide near-term course corrections<\/h3>\n
\ncomplex seasonality” _builder_version=”4.23.1″ header_text_color=”#0c71c3″ header_font_size=”22px” header_line_height=”1.2em” body_line_height=”1.6em” background_color=”#FFFFFF” image_icon_custom_margin=”0px||-11px||false|false” image_icon_custom_padding=”0px||0px||false|false” custom_margin=”|-1px|22px|-1px|false|false” custom_padding=”20px|24px|33px|24px|false|false” animation=”off” border_radii=”on|1px|1px|1px|1px” image_max_width=”72%” global_colors_info=”{}”]<\/p>\nGen2 Forecasting verwerkt meer complexe seizoensgebondenheid<\/h3>\n
Gen2-voorraadoptimalisatie levert meer belangrijke prestatie-indicatoren op<\/h3>\n
\nproduct forecasting” _builder_version=”4.23.1″ header_text_color=”#0c71c3″ header_font_size=”22px” header_line_height=”1.2em” body_line_height=”1.6em” background_color=”#FFFFFF” image_icon_custom_margin=”0px||-11px||false|false” image_icon_custom_padding=”0px||0px||false|false” custom_margin=”|-1px|22px|-1px|false|false” custom_padding=”20px|24px|33px|24px|false|false” animation=”off” border_radii=”on|1px|1px|1px|1px” image_max_width=”72%” global_colors_info=”{}”]<\/p>\nGen2 Forecasting facilitates new product forecasting<\/h3>\n
Gen2\u2019s Machine Learning automatically uses only relevant recent data<\/h3>\n
\npolicies” _builder_version=”4.23.1″ header_text_color=”#0c71c3″ header_font_size=”22px” header_line_height=”1.2em” body_line_height=”1.6em” background_color=”#FFFFFF” image_icon_custom_margin=”0px||-11px||false|false” image_icon_custom_padding=”0px||0px||false|false” custom_margin=”|-1px|22px|-1px|false|false” custom_padding=”20px|24px|33px|24px|false|false” animation=”off” border_radii=”on|1px|1px|1px|1px” image_max_width=”72%” global_colors_info=”{}”]<\/p>\nGen2 Inventory Optimization models several inventory policies<\/h3>\n
\napplications ” _builder_version=”4.23.1″ header_text_color=”#0c71c3″ header_font_size=”22px” header_line_height=”1.2em” body_line_height=”1.6em” background_color=”#FFFFFF” image_icon_custom_margin=”0px||-11px||false|false” image_icon_custom_padding=”0px||0px||false|false” custom_margin=”|-1px|22px|-1px|false|false” custom_padding=”20px|24px|33px|24px|false|false” animation=”off” border_radii=”on|1px|1px|1px|1px” image_max_width=”72%” global_colors_info=”{}”]<\/p>\nGen2 comprises a bundle of applications<\/h3>\n
De slimme oplossing<\/h3>\n
De voordelen<\/h3>\n
Wit papier:\u00a0 Smart Software Gen2<\/strong><\/h2>\n
<\/ul><\/div>\n