Consumers are engaging with brands across multiple touchpoints, channels, and devices, generating massive amounts of valuable data. Organizations are quickly adopting a number of solutions to keep up with this explosion of customer data and better capture and correlate user behavior. Two common solutions brands are leveraging to collect, house and analyze all of this customer data are Enterprise Data Warehouses (EDW) and Data Lakes. An Enterprise Data Warehouse (EDW) is a repository where structured data goes to rest. The data in an Enterprise Data Warehouse is collected and organized according to a pre-built and rigid (schema-on-write) models based on particular uses of that data. Data in an Enterprise Data Warehouse is well organized, structured and detailed. A Data Lake (DL) is a repository where unstructured data goes to rest. Data Lakes were created to handle the “big data” aspects of the martech industry. The data in a Data Lake is acquired through various sources (eg: data from social, video, text, etc.) and then pushed into a Data Lake through multiple channels in an unstructured (schema-on-read) model. The result is stored data that is unorganized, inefficient and is hard to both act on and access. The benefit of this approach is that multiple stakeholders with different roles can access the same shared set of data for different reasons. Whereas an EDW approach involves a great deal of planning to present data schemas precisely as required for every stakeholder, a Data Lake makes no such assumptions and provides the raw set of data for any user that wishes to access it. This is an ideal approach when Data Analysts are working with large volumes of “Big Data”, since data is not required to be structured in a predetermined manner — the queries representing the Analyst’s insights are what eventually form the schema. “The purpose of an Enterprise Data Warehouse is to efficiently combine all the different pieces of incoming data in an organization to provide better analytical capabilities for greater insights” Ready To Integrate Your EDW Or Data Lake With Tealium? We’re Here To Help! Stop wasting money by having to retroactively clean data and maintain costly integrations for your data warehouse and instead pair your current data enterprise solution with Tealium’s Customer Data Hub to experience key benefits such as: “Tealium helps feed rich event level and visitor level data to a Data Warehouse or Data Lake in real-time so that businesses can gain insights on and engage with visitors in real-time” While both EDW and Data Lakes allow for the storage and analysis of data, they each come with their own set of unique challenges including, but not limited to: The amount, quality, and value of data are continuing to increase. For companies looking to stay ahead of the competition, the need for clean and correlated data at the point of creation is a must. Rather than buying technology after technology to keep up with the rapid influx of customer data you’re acquiring, partner with a solution that will help your business connect the data dots and drive the moments your customers are expecting your brand to provide. Tealium’s robust Customer Data Hub solution supercharges both Data Lakes and Enterprise Data Warehouses. Unlike an Enterprise Data Warehouse or a Data Lake, our technology is real-time in every sense of the word as it acquires clean data in real-time, can be pre-programmed to react to data in real-time and makes data actionable in real-time. Tealium complements your enterprise data solution allowing for governed data collection and enrichment, orchestrates actions based on business rules, and ultimately, allows a business to programmatically define the formation of a customer profile in an automated fashion. Ready To Integrate Your EDW Or Data Lake With Tealium? We’re Here To Help!
– Ted Sfikas, Director, Solutions Consultants NA and LATM Tealium
Tealium’s solution consultants are knowledgeable and ready to help you strategize your data integration plan today:
– Nik Sojitra, Solutions Consultant, Tealium
Key Benefits:
Tealium’s solution consultants are knowledgeable and ready to help you strategize your data integration plan today:
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