In our first article, we discovered what clustering is and how it can be useful for better segmenting data, particularly in marketing. In the second article, we explained how to implement a clustering approach. In this third part, we will present a concrete use case in the [..] sector.
Published On: July 8, 2025Categories: Analytics, CDP, Data, IA, Intelligence artificielle, Machine LearningClustering [1] is an unsupervised machine learning method aimed at grouping similar objects or observations without prior knowledge of the classes or categories to which they belong. The objective is to discover hidden structures within the data. To fully understand the concepts behind this term, as well as its practical applications, find [...]
Published On: June 20, 2025Categories: Analytics, CDP, IA, Intelligence artificielle, Machine Learning, SegmentationIn a constantly changing market, both technologically, legally and geopolitically, data protection is becoming a central issue for many companies. But how can you regain control of your data when it is scattered across an increasingly large and complex ecosystem? The question of choosing your [...]
While Marketing Automation solutions are widely adopted by businesses today, users often hit the limitations of the market's plug-and-play solutions. Indeed, to implement a truly personalised and engaging customer experience, the personalisation and contextualisation of messages and interactions have become paramount. But [...]
Published On: June 3, 2025Categories: Actualité, Automation, CDP, Data, RGPDIn a context where security needs are becoming increasingly complex and the future of the Data Privacy Framework is increasingly uncertain, the on-premise deployment model for MarTech solutions is once again taking centre stage. At Smartprofile, we are convinced that control [...]
Published On: June 3, 2025Categories: Actualité, Automation, CDP, Clustering, Data, RGPDLa segmentation de votre base de données clients constitue une étape cruciale pour optimiser votre connaissance et ainsi bâtir une stratégie marketing gagnante. En regroupant vos contacts (clients, prospects, collaborateurs, ....) selon des critères pertinents, vous pourrez personnaliser vos offres, contenus ou campagnes de manière réellement efficace pour une expérience utilisateur optimale. Dans cet article, [...]
Published On: April 24, 2025Categories: Automation, CDP, Clustering, Data, Machine LearningDans l'écosystème marketing actuel, l'automatisation est devenue un élément incontournable pour les entreprises cherchant à optimiser leurs performances. Le marketing automation permet non seulement de gagner un temps précieux, mais aussi d'améliorer considérablement l'efficacité des campagnes et d'obtenir des résultats mesurables. Cependant, pour de nombreuses entreprises, la mise en œuvre de cette technologie peut sembler [...]
Published On: August 19, 2024Categories: Actualité, Automation, CDP, DataA l’ère de l’omni-canalité la gestion efficace des données clients est devenue un enjeu majeur pour les entreprises. Trop souvent en silo ou mal uniformisées, les données sont de plus en plus complexes à retraiter pour fournir côté entreprise une connaissance client réellement pertinente et des KPIS précis et côté client une expérience réellement adaptée. [...]

