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    Panoply is an end to end data management platform for analytics on the cloud that automatically tailor fits itself towards your end needs and goals. Panoply automates data management from source to analysis, streamlining analysts’ and data scientists’ time to value. They optimize your time, granting up to 80% more efficiency by eliminating the time mired on complex labor of data preparation and management of unruly digital data and infrastructure.

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    RudderStack a leading open source Customer Data Platform (CDP), they provide data pipelines that make it easy to collect data from every application, website and SaaS platform, then activate it in your warehouse and business tools.

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    Snowplow is a best-in-class data collection platform built for Data Teams. With Snowplow you can collect rich, high-quality event data from all your platforms and products. Your data is available in real-time and is delivered to your data warehouse of choice where it can easily be joined with other data sets and used to power BI tools, custom reports or machine learning models.