
{"id":9139,"date":"2023-04-14T11:27:22","date_gmt":"2023-04-14T10:27:22","guid":{"rendered":"https:\/\/insumma.nl\/?page_id=9139"},"modified":"2026-05-07T06:38:37","modified_gmt":"2026-05-07T05:38:37","slug":"artificial-intelligence","status":"publish","type":"page","link":"https:\/\/insumma.nl\/datasolutions\/artificial-intelligence\/","title":{"rendered":"Machine Learning en Business Intelligence"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"9139\" class=\"elementor elementor-9139\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-093b5c2 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"093b5c2\" 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-cd7f949\" data-id=\"cd7f949\" 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-93cd14a elementor-widget elementor-widget-spacer\" data-id=\"93cd14a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-56aa9e1 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"56aa9e1\" 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-inner-column elementor-element elementor-element-ac2eb2d\" data-id=\"ac2eb2d\" 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-b867868 elementor-widget elementor-widget-text-editor\" data-id=\"b867868\" 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>Data voorspelt<\/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-1a52941 elementor-widget elementor-widget-text-editor\" data-id=\"1a52941\" 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>door Machine Learning<\/p><p>juist toe te passen<\/p>\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\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-7a9b4ad elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"7a9b4ad\" data-element_type=\"section\" data-e-type=\"section\">\n\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-top-column elementor-element elementor-element-8998e54\" data-id=\"8998e54\" 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-087a53f elementor-widget__width-initial elementor-widget-tablet__width-inherit elementor-widget elementor-widget-heading\" data-id=\"087a53f\" 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<h1 class=\"elementor-heading-title elementor-size-default\">De kracht van Artificial Intelligence en Machine Learning<\/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<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-3ef88b7\" data-id=\"3ef88b7\" 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-dddddbd elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"dddddbd\" 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 data-start=\"528\" data-end=\"741\">Artificial Intelligence is niet meer weg te denken. De ontwikkelingen gaan snel en steeds meer organisaties onderzoeken hoe AI kan bijdragen aan betere inzichten, effici\u00ebntere processen en slimmere besluitvorming. Machine Learning speelt hierin een belangrijke rol. Door algoritmen te trainen op bestaande data, kunnen patronen worden herkend en voorspellingen worden gedaan. Niet op basis van onderbuikgevoel, maar op basis van data, verbanden en historische ontwikkelingen. Bij In Summa Data Solutions helpen we organisaties om Machine Learning praktisch toepasbaar te maken binnen hun bestaande dataomgeving. Niet als los experiment, maar als slimme uitbreiding op <a href=\"https:\/\/insumma.nl\/datasolutions\/business-intelligence\/\">Business Intelligence<\/a>.<\/p>\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-top-section elementor-element elementor-element-bf819ea elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"bf819ea\" 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-226a0607\" data-id=\"226a0607\" 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-7414f4e2 elementor-widget elementor-widget-spacer\" data-id=\"7414f4e2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/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<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-13791541\" data-id=\"13791541\" 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-2bed8046 elementor-widget elementor-widget-heading\" data-id=\"2bed8046\" 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-default\">Automatisering en effici\u00ebntieverbetering in Business Intelligence door Artificial Intelligence<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1749f07f elementor-widget elementor-widget-text-editor\" data-id=\"1749f07f\" 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 data-start=\"1321\" data-end=\"1610\">Business Intelligence helpt organisaties om inzicht te krijgen in wat er is gebeurd. BI-tools maken historische gegevens inzichtelijk en helpen trends, afwijkingen en prestaties te analyseren. Dat is belangrijk om betere beslissingen te nemen op basis van betrouwbare managementinformatie.<\/p><p data-start=\"1612\" data-end=\"1874\">Machine Learning gaat een stap verder. Waar BI vooral helpt om terug te kijken, maakt Machine Learning het mogelijk om vooruit te kijken. Op basis van historische data en actuele gegevens kunnen voorspellingen worden gedaan over wat waarschijnlijk gaat gebeuren.<\/p><p data-start=\"1876\" data-end=\"1959\">Dat helpt organisaties om proactief te handelen in plaats van achteraf te reageren.<\/p><p data-start=\"1961\" data-end=\"2246\">Machine Learning kan daarnaast patronen ontdekken die met traditionele BI-tools minder snel zichtbaar worden. Denk aan verbanden in grote hoeveelheden data, afwijkingen in processen of ontwikkelingen die pas zichtbaar worden wanneer meerdere databronnen met elkaar worden gecombineerd.<\/p><p data-start=\"2248\" data-end=\"2566\">Ook kan Machine Learning helpen bij het automatiseren van taken die normaal veel tijd en handmatig werk vragen. Denk aan het verwerken van data, het signaleren van afwijkingen of het ondersteunen van plannings- en voorspelfuncties. Hierdoor kunnen organisaties hun processen effici\u00ebnter inrichten en sneller bijsturen.<\/p><p data-start=\"2568\" data-end=\"2851\">Kortom, Machine Learning is een waardevolle aanvulling op Business Intelligence. Het voegt extra intelligentie toe aan de data die al beschikbaar is, waardoor organisaties beter kunnen voorspellen, sneller kunnen handelen en meer waarde halen uit hun bestaande informatievoorziening.<\/p>\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-top-section elementor-element elementor-element-43b5f96 elementor-section-full_width elementor-section-height-min-height elementor-section-height-default elementor-section-items-middle\" data-id=\"43b5f96\" 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-6890175\" data-id=\"6890175\" 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-c34121d elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"c34121d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\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-2ab5b5df elementor-section-full_width elementor-reverse-mobile elementor-section-height-default elementor-section-height-default\" data-id=\"2ab5b5df\" 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-a00265e\" data-id=\"a00265e\" 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-e9990dc elementor-widget elementor-widget-heading\" data-id=\"e9990dc\" 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-default\">De voordelen van Machine Learning voor het ontdekken van patronen<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-47a65908 elementor-widget elementor-widget-text-editor\" data-id=\"47a65908\" 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 data-start=\"2923\" data-end=\"3111\"><strong data-start=\"2923\" data-end=\"2944\">Patroonherkenning<\/strong><br data-start=\"2944\" data-end=\"2947\" \/>Machine Learning-algoritmen kunnen patronen herkennen en leren van historische gegevens. Hierdoor worden verbanden zichtbaar die handmatig lastig te ontdekken zijn.<\/p><p data-start=\"3113\" data-end=\"3302\"><strong data-start=\"3113\" data-end=\"3131\">Personalisatie<\/strong><br data-start=\"3131\" data-end=\"3134\" \/>Machine Learning kan worden gebruikt om ervaringen beter af te stemmen op klanten of gebruikers. Denk aan aanbevelingen, klantsegmentatie of het voorspellen van gedrag.<\/p><p data-start=\"3304\" data-end=\"3508\"><strong data-start=\"3304\" data-end=\"3320\">Risicobeheer<\/strong><br data-start=\"3320\" data-end=\"3323\" \/>Machine Learning kan helpen bij het identificeren van risico\u2019s, afwijkingen en bedreigingen. Daardoor kunnen organisaties eerder ingrijpen en de impact van mogelijke problemen beperken.<\/p><p data-start=\"3510\" data-end=\"3734\"><strong data-start=\"3510\" data-end=\"3528\">Automatisering<\/strong><br data-start=\"3528\" data-end=\"3531\" \/>Machine Learning kan terugkerende taken automatiseren die eerder handmatig werden uitgevoerd, zoals gegevensverwerking, controle of signalering. Dit bespaart tijd en zorgt voor een effici\u00ebntere workflow.<\/p><p data-start=\"3736\" data-end=\"3997\"><strong data-start=\"3736\" data-end=\"3765\">Verbeterde besluitvorming<\/strong><br data-start=\"3765\" data-end=\"3768\" \/>Machine Learning analyseert data en herkent patronen die voor menselijke analisten niet altijd direct zichtbaar zijn. Daardoor kunnen organisaties beslissingen nemen op basis van data en feiten, in plaats van aannames of giswerk.<\/p><p data-start=\"3999\" data-end=\"4193\">Dit zijn slechts enkele voorbeelden van wat Machine Learning kan betekenen. De exacte waarde hangt af van de beschikbare data, de kwaliteit van die data en de vraagstukken binnen de organisatie.<\/p>\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-a406500\" data-id=\"a406500\" 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-7a7974a0 elementor-widget__width-initial elementor-widget elementor-widget-spacer\" data-id=\"7a7974a0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/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-e187fbd elementor-section-full_width elementor-section-height-min-height elementor-section-height-default elementor-section-items-middle\" data-id=\"e187fbd\" 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-5ebbccd\" data-id=\"5ebbccd\" 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-e72f2c2 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"e72f2c2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\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-d00aa17 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"d00aa17\" 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-cf1a4b9\" data-id=\"cf1a4b9\" 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-2a2f626 elementor-widget__width-initial elementor-widget elementor-widget-spacer\" data-id=\"2a2f626\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/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<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-d60ba46\" data-id=\"d60ba46\" 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-4000a40 elementor-widget elementor-widget-heading\" data-id=\"4000a40\" 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-default\">Voorbeeldcase: optimaliseren van productvoorraad met Artificial Intelligence<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9ed4130 elementor-widget elementor-widget-text-editor\" data-id=\"9ed4130\" 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 data-start=\"4276\" data-end=\"4589\">Een organisatie heeft een grote voorraad van verschillende producten. Sommige producten verkopen goed, andere blijven juist langer liggen. Met traditionele methoden is wel zichtbaar wat er in het verleden is verkocht, maar het blijft lastig om goed te voorspellen welke producten in de komende periode nodig zijn.<\/p><p data-start=\"4591\" data-end=\"4775\">De organisatie zoekt daarom naar een oplossing om de voorraad beter af te stemmen op de verwachte vraag. Het doel: een hogere omzet, minder verlies en een effici\u00ebntere voorraadpositie.<\/p><p data-start=\"4777\" data-end=\"5004\">Met Machine Learning kunnen historische verkoopgegevens, seizoenspatronen en actuele ontwikkelingen worden geanalyseerd. Op basis daarvan ontstaat inzicht in welke producten waarschijnlijk meer of minder verkocht zullen worden.<\/p><p data-start=\"5006\" data-end=\"5234\">Met deze voorspellingen kan de organisatie voorraadniveaus tijdig aanpassen. Producten met een verwachte hogere vraag kunnen eerder worden aangevuld, terwijl producten met een lagere verwachte vraag minder ruim worden ingekocht.<\/p><p data-start=\"5236\" data-end=\"5329\">Zo helpt Machine Learning om voorraadbeheer slimmer, effici\u00ebnter en voorspelbaarder te maken.<\/p>\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-top-section elementor-element elementor-element-972766a elementor-section-full_width elementor-section-height-min-height elementor-section-height-default elementor-section-items-middle\" data-id=\"972766a\" 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-c210712\" data-id=\"c210712\" 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-597a9e1 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"597a9e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\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-443c221 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"443c221\" 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-77df12de\" data-id=\"77df12de\" 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-70fa7470 elementor-widget elementor-widget-heading\" data-id=\"70fa7470\" 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-default\">Samen aan de slag?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7999479b elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"7999479b\" 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>Neem vrijblijvend contact op met ons en leg je vraagstuk aan ons voor. Samen gaan we op zoek naar de beste oplossing.<\/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-787988aa elementor-widget elementor-widget-heading\" data-id=\"787988aa\" 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-default\">Liever direct bellen?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-49d75b6b elementor-widget elementor-widget-heading\" data-id=\"49d75b6b\" 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-default\"><a href=\"tel:0162524000\">t. 0162524000<\/a><\/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-50 elementor-top-column elementor-element elementor-element-6d0d7e93\" data-id=\"6d0d7e93\" 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-b518589 elementor-widget elementor-widget-shortcode\" data-id=\"b518589\" 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\">\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f2945-o1\" lang=\"nl-NL\" dir=\"ltr\" data-wpcf7-id=\"2945\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/datasolutions\/wp-json\/wp\/v2\/pages\/9139#wpcf7-f2945-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contactformulier\" novalidate=\"novalidate\" data-status=\"init\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"2945\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.1.6\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"nl_NL_formal\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f2945-o1\" \/><input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/><input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/><input type=\"hidden\" name=\"_wpcf7_recaptcha_response\" value=\"\" \/>\n<\/fieldset>\n<div class=\"two-columns\">\n\t<p><label> Voornaam<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"uw-naam\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" autocomplete=\"name\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"uw-naam\" \/><\/span> <\/label><br \/>\n<label> Achternaam<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"uw-achternaam\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" autocomplete=\"name\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"uw-achternaam\" \/><\/span> <\/label>\n\t<\/p>\n<\/div>\n<div class=\"email-label\">\n\t<p><label> E-mailadres<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-email\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" autocomplete=\"email\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"email\" name=\"your-email\" \/><\/span> <\/label>\n\t<\/p>\n<\/div>\n<div class=\"tel-label\">\n\t<p><label> Telefoonnummer<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"Telefoonnummer\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-tel wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-tel\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"tel\" name=\"Telefoonnummer\" \/><\/span> <\/label>\n\t<\/p>\n<\/div>\n<p><label>Opmerking<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"question\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"question\" \/><\/span><\/label>\n<\/p>\n<p><span class=\"wpcf7-form-control-wrap\" data-name=\"your-consent\"><span class=\"wpcf7-form-control wpcf7-acceptance\"><span class=\"wpcf7-list-item\"><label><input type=\"checkbox\" name=\"your-consent\" value=\"1\" aria-invalid=\"false\" \/><span class=\"wpcf7-list-item-label\">Ik accepteer de \n<a href=\"https:\/\/insumma.nl\/algemene-voorwaarden\/\" > \nalgemene voorwaarden.\n<\/a><\/span><\/label><\/span><\/span><\/span><br \/>\n<input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"Verzenden\" \/>\n<\/p><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n<\/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>Data voorspelt door Machine Learning juist toe te passen De kracht van Artificial Intelligence en Machine Learning Artificial Intelligence is niet meer weg te denken. De ontwikkelingen gaan snel en steeds meer organisaties onderzoeken hoe AI kan bijdragen aan betere inzichten, effici\u00ebntere processen en slimmere besluitvorming. Machine Learning speelt hierin een belangrijke rol. Door algoritmen [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-9139","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.1 (Yoast SEO v28.1) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Machine Learning en Business Intelligence | Voorspellende data<\/title>\n<meta name=\"description\" content=\"Machine Learning en Business Intelligence maken data voorspellend. Lees hoe je patronen herkent, processen verbetert en betere beslissingen neemt.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/insumma.nl\/datasolutions\/artificial-intelligence\/\" \/>\n<meta property=\"og:locale\" content=\"nl_NL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Machine Learning en Business Intelligence\" \/>\n<meta property=\"og:description\" content=\"Machine Learning en Business Intelligence maken data voorspellend. Lees hoe je patronen herkent, processen verbetert en betere beslissingen neemt.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/insumma.nl\/datasolutions\/artificial-intelligence\/\" \/>\n<meta property=\"og:site_name\" content=\"Data Solutions\" \/>\n<meta property=\"article:modified_time\" content=\"2026-05-07T05:38:37+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Verwachte leestijd\" \/>\n\t<meta name=\"twitter:data1\" content=\"4 minuten\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/insumma.nl\\\/datasolutions\\\/artificial-intelligence\\\/\",\"url\":\"https:\\\/\\\/insumma.nl\\\/datasolutions\\\/artificial-intelligence\\\/\",\"name\":\"Machine Learning en Business Intelligence | Voorspellende data\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/insumma.nl\\\/datasolutions\\\/#website\"},\"datePublished\":\"2023-04-14T10:27:22+00:00\",\"dateModified\":\"2026-05-07T05:38:37+00:00\",\"description\":\"Machine Learning en Business Intelligence maken data voorspellend. Lees hoe je patronen herkent, processen verbetert en betere beslissingen neemt.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/insumma.nl\\\/datasolutions\\\/artificial-intelligence\\\/#breadcrumb\"},\"inLanguage\":\"nl-NL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/insumma.nl\\\/datasolutions\\\/artificial-intelligence\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/insumma.nl\\\/datasolutions\\\/artificial-intelligence\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/insumma.nl\\\/datasolutions\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Machine Learning en Business Intelligence\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/insumma.nl\\\/datasolutions\\\/#website\",\"url\":\"https:\\\/\\\/insumma.nl\\\/datasolutions\\\/\",\"name\":\"Data Solutions\",\"description\":\"Optimizing the world using data\",\"publisher\":{\"@id\":\"https:\\\/\\\/insumma.nl\\\/datasolutions\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/insumma.nl\\\/datasolutions\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"nl-NL\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/insumma.nl\\\/datasolutions\\\/#organization\",\"name\":\"Data Solutions\",\"url\":\"https:\\\/\\\/insumma.nl\\\/datasolutions\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"nl-NL\",\"@id\":\"https:\\\/\\\/insumma.nl\\\/datasolutions\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/insumma.nl\\\/datasolutions\\\/wp-content\\\/uploads\\\/sites\\\/4\\\/2026\\\/03\\\/Artboard-1.png\",\"contentUrl\":\"https:\\\/\\\/insumma.nl\\\/datasolutions\\\/wp-content\\\/uploads\\\/sites\\\/4\\\/2026\\\/03\\\/Artboard-1.png\",\"width\":336,\"height\":280,\"caption\":\"Data Solutions\"},\"image\":{\"@id\":\"https:\\\/\\\/insumma.nl\\\/datasolutions\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.linkedin.com\\\/company\\\/insumma\"],\"description\":\"In Summa Data Solutions helpt organisaties om meer waarde uit data te halen met Business Intelligence, Microsoft Fabric, Power BI en datagedreven oplossingen. We ondersteunen bedrijven in onder andere zorg, logistiek, maakindustrie en overheid bij het structureren, analyseren en betrouwbaar delen van data.\",\"email\":\"marketing@insumma.nl\",\"legalName\":\"In Summa Data Solutions\",\"numberOfEmployees\":{\"@type\":\"QuantitativeValue\",\"minValue\":\"11\",\"maxValue\":\"50\"}}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Machine Learning en Business Intelligence | Voorspellende data","description":"Machine Learning en Business Intelligence maken data voorspellend. Lees hoe je patronen herkent, processen verbetert en betere beslissingen neemt.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/insumma.nl\/datasolutions\/artificial-intelligence\/","og_locale":"nl_NL","og_type":"article","og_title":"Machine Learning en Business Intelligence","og_description":"Machine Learning en Business Intelligence maken data voorspellend. Lees hoe je patronen herkent, processen verbetert en betere beslissingen neemt.","og_url":"https:\/\/insumma.nl\/datasolutions\/artificial-intelligence\/","og_site_name":"Data Solutions","article_modified_time":"2026-05-07T05:38:37+00:00","twitter_card":"summary_large_image","twitter_misc":{"Verwachte leestijd":"4 minuten"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/insumma.nl\/datasolutions\/artificial-intelligence\/","url":"https:\/\/insumma.nl\/datasolutions\/artificial-intelligence\/","name":"Machine Learning en Business Intelligence | Voorspellende data","isPartOf":{"@id":"https:\/\/insumma.nl\/datasolutions\/#website"},"datePublished":"2023-04-14T10:27:22+00:00","dateModified":"2026-05-07T05:38:37+00:00","description":"Machine Learning en Business Intelligence maken data voorspellend. Lees hoe je patronen herkent, processen verbetert en betere beslissingen neemt.","breadcrumb":{"@id":"https:\/\/insumma.nl\/datasolutions\/artificial-intelligence\/#breadcrumb"},"inLanguage":"nl-NL","potentialAction":[{"@type":"ReadAction","target":["https:\/\/insumma.nl\/datasolutions\/artificial-intelligence\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/insumma.nl\/datasolutions\/artificial-intelligence\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/insumma.nl\/datasolutions\/"},{"@type":"ListItem","position":2,"name":"Machine Learning en Business Intelligence"}]},{"@type":"WebSite","@id":"https:\/\/insumma.nl\/datasolutions\/#website","url":"https:\/\/insumma.nl\/datasolutions\/","name":"Data Solutions","description":"Optimizing the world using data","publisher":{"@id":"https:\/\/insumma.nl\/datasolutions\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/insumma.nl\/datasolutions\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"nl-NL"},{"@type":"Organization","@id":"https:\/\/insumma.nl\/datasolutions\/#organization","name":"Data Solutions","url":"https:\/\/insumma.nl\/datasolutions\/","logo":{"@type":"ImageObject","inLanguage":"nl-NL","@id":"https:\/\/insumma.nl\/datasolutions\/#\/schema\/logo\/image\/","url":"https:\/\/insumma.nl\/datasolutions\/wp-content\/uploads\/sites\/4\/2026\/03\/Artboard-1.png","contentUrl":"https:\/\/insumma.nl\/datasolutions\/wp-content\/uploads\/sites\/4\/2026\/03\/Artboard-1.png","width":336,"height":280,"caption":"Data Solutions"},"image":{"@id":"https:\/\/insumma.nl\/datasolutions\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.linkedin.com\/company\/insumma"],"description":"In Summa Data Solutions helpt organisaties om meer waarde uit data te halen met Business Intelligence, Microsoft Fabric, Power BI en datagedreven oplossingen. We ondersteunen bedrijven in onder andere zorg, logistiek, maakindustrie en overheid bij het structureren, analyseren en betrouwbaar delen van data.","email":"marketing@insumma.nl","legalName":"In Summa Data Solutions","numberOfEmployees":{"@type":"QuantitativeValue","minValue":"11","maxValue":"50"}}]}},"_links":{"self":[{"href":"https:\/\/insumma.nl\/datasolutions\/wp-json\/wp\/v2\/pages\/9139","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/insumma.nl\/datasolutions\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/insumma.nl\/datasolutions\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/insumma.nl\/datasolutions\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/insumma.nl\/datasolutions\/wp-json\/wp\/v2\/comments?post=9139"}],"version-history":[{"count":0,"href":"https:\/\/insumma.nl\/datasolutions\/wp-json\/wp\/v2\/pages\/9139\/revisions"}],"wp:attachment":[{"href":"https:\/\/insumma.nl\/datasolutions\/wp-json\/wp\/v2\/media?parent=9139"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}