Customer Segmentation

Why this use case matters

Customers (residential, commercial, professional) all expect a certain level of service these days, thanks in large part to advancements in Machine Learning driven by the big five tech giants. If you aren’t attracting high-value customers, your competition is.


Unsupervised Learning – clustering


K Means, Hierarchical Clustering, DBSCAN, Gaussian Mixture Models, MeanShift, Autoencoder & k-means, Deep Embedding Clustering, Deep Adaptive Clustering


Fortify marketing decisions with predictions on consumer buying behavior, identify which consumers bring in the most value, and optimize the marketing mix with data-derived evidence.

Mosaic helped a leading national residential energy supplier accomplish this.

Mosaic has compiled our industry expertise into a Machine Learning playbook for Utilities.