Ayasdi Core vs Salesforce Einstein Analytics

• Ayasdi Core provides an easy way to get some insight on data. Typically analytics may require having a model or hypothesis before starting to look into the data, but Ayasdi lets you just feed the data first then start seeing what the data looks like.
• Ayasdi Core's topological network visualization is quite unique. It allows you to explore patterns and potential relations between multiple data elements. A user can also dynamically navigate data with different aspects on the web.
• The Web version of Ayasdi is easy to use, stable, and fast. It hasn't crashed even when we feed it a lot of data sets, although it took time.

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• It has dashboards that, out of the box, can be useful for people who do not want to put in much effort in creating custom dashboards. It also has the ability to customize dashboards so you can add more info and functionality to your dashboards if the need arises.
• The developers are continually investing in the platform and providing improvements, and listen to customer feedback and feature requests. They regularly update the app and provide more functionality which has been beneficial to our institution.
• Native integration and natural connection if your organization is already using Salesforce. Super easy to set up and works well with Salesforce. Very smooth and natural when connecting it to your Salesforce instance.
• Excellent visual experience for presenting data. Users find it so much easier to navigate and view data in a visual way, which allows them to drive their performance in the right directions.
• Has the ability to pull data not only from Salesforce but from other external systems and databases, making it an all-around BI tool. Mixing data from Salesforce and other third-party systems puts all your data in one place which can easily be ingested by decision-makers and executives.

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• Use of Python SDK is required to feed data into Ayasdi, but it lacks training materials or sample codes for a novice to get started.
• Although Web UI of Ayasdi is looking good, often it freezes when the user runs an analysis. It doesn't crash but the web page needs to be refreshed to see the progress of analysis.
• Algorithms provided by Ayasdi, such as metrics types, lens types need to be explained (what they are and what their strengths and weaknesses are). We had to Google or do research on our own to understand what they are.

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• When we started with SAC we did not realize for it to be effective it would require a FTE to be the administrator.
• You need an energetic, self-starting person to be the administrator to get the most value out of your investment.
• You need ELT buy-in to make all parties accountable for their assigned duties.

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• Suitable for every business requirement
• Dashboards can be made interactive and informative
• Sharing of data becomes easy along with the security
• Data manipulation and formatting is easy and fast

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