Feature Store comparison: 4 Feature Stores - explained and compared
In this blog post, we will simply and clearly demonstrate the difference between 4 popular feature stores: Vertex AI Feature Store, FEAST, AWS…
Read moreOutstanding customer experience is usually backed by robust data analytics. Same applies to Mamava, a business that celebrates and supports breastfeeding in a way fit for the 21st century.
Mamava founders designed lactation pods, which are private spaces to breastfeed or pump at work or on-the-go, to transform the culture of breastfeeding. Over 1000 pods are in work environments and public places across the US and Canada. The Mamava mobile app helps Moms find, unlock and control the interior lights and fans of the pods.
Motivated to provide robust usage insights and pod health to enhance the customer experience, offer new services and create ROI, Mamava quickly felt the need to create an analytical environment that would simplify everyday pods monitoring as well as facilitate drawing insights from pods and app data. Mamava turned to GetInData for assistance in their business intelligence and data science needs.
At Mamava both IoT data from dispersed pods and mobile app data reside conveniently in a single location i.e. BigQuery database. BigQuery, as part of the Google Cloud offering, lets you manage access to the resources easily, using email accounts. GetInData analysts were therefore instantly able to start their job. The open architecture of BigQuery allowed for seamless integration with Tableau which Mamava chose for data visualization.
Dashboards created as a result of Mamava and GetInData cooperation allow for tracking lactation pods state and detecting anomalies that may indicate failure or defect. Events requiring immediate attention now trigger alerts.
GetInData has also supported Mamava in approaching pods location analysis. Thanks to geospatial data it was possible to visualize pods location on the map and create alerts on changes in pods position including maps and timing details.
Enhanced Mamava customer experience as a result of:
In this blog post, we will simply and clearly demonstrate the difference between 4 popular feature stores: Vertex AI Feature Store, FEAST, AWS…
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Read moreTogether, we will select the best Big Data solutions for your organization and build a project that will have a real impact on your organization.
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