Amazon Augmented AI (Amazon A2I) vs. SAS Enterprise Miner

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Amazon Augmented AI (Amazon A2I)
Score 7.8 out of 10
N/A
Amazon Augmented AI (Amazon A2I) allows humans and machine learning models to work together to increase the speed and accuracy of machine learning (ML) models. When human review is needed, Amazon A2I guides a human reviewer step-by-step in a process called a workflow. Three groups of humans can provide labels using these workflows: Amazon Mechanical Turk workers, company employees, or third-party vendors. Users pay for each human-reviewed object (which can be an image, an audio recording, a…N/A
SAS Enterprise Miner
Score 9.0 out of 10
N/A
SAS Enterprise Miner is a data science and statistical modeling solution enabling the creation of predictive and descriptive models on very large data sources across the organization.N/A
Pricing
Amazon Augmented AI (Amazon A2I)SAS Enterprise Miner
Editions & Modules
No answers on this topic
No answers on this topic
Offerings
Pricing Offerings
Amazon Augmented AI (Amazon A2I)SAS Enterprise Miner
Free Trial
NoNo
Free/Freemium Version
NoNo
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional Details
More Pricing Information
Community Pulse
Amazon Augmented AI (Amazon A2I)SAS Enterprise Miner
Considered Both Products
Amazon Augmented AI (Amazon A2I)

No answer on this topic

SAS Enterprise Miner
Chose SAS Enterprise Miner
For those that are used to the SAS ecosystem, SAS Enterprise Miner is a massive move in the right direction. It makes doing analytics much more enjoyable. It is more user-friendly than Spotfire or Kinesis and seems to produce better results overall. SAS Enterprise Miner …
Chose SAS Enterprise Miner
I like the algorithms SAS uses better than SPSS. I have been writing SAS code since the mid 1980s and trust their development team. Also offer great refresher class to academics.
Chose SAS Enterprise Miner
SAS EM has a very great set of machine learning and predictive analytics toolsets, which helped our organization achieve its goals. We used other tools, but for us, SAS EM was the most intuitive and easy to learn the tool and it provides greater data exploration and data …
Chose SAS Enterprise Miner
SPSS was used for model development before SAS in my organization. SAS brought a bigger more complete integrated solution than SPSS had.
It allowed users to easily prepare their data with SAS/Enterprise Guide and then use it with Enterprise Miner. The data preparation tools of …
Features
Amazon Augmented AI (Amazon A2I)SAS Enterprise Miner
Platform Connectivity
Comparison of Platform Connectivity features of Product A and Product B
Amazon Augmented AI (Amazon A2I)
-
Ratings
SAS Enterprise Miner
8.8
Ratings
5% above category average
Connect to Multiple Data Sources00 Ratings8.10 Ratings
Extend Existing Data Sources00 Ratings9.00 Ratings
Automatic Data Format Detection00 Ratings9.30 Ratings
MDM Integration00 Ratings9.00 Ratings
Data Exploration
Comparison of Data Exploration features of Product A and Product B
Amazon Augmented AI (Amazon A2I)
-
Ratings
SAS Enterprise Miner
8.1
Ratings
4% below category average
Visualization00 Ratings7.10 Ratings
Interactive Data Analysis00 Ratings9.10 Ratings
Data Preparation
Comparison of Data Preparation features of Product A and Product B
Amazon Augmented AI (Amazon A2I)
-
Ratings
SAS Enterprise Miner
8.0
Ratings
2% below category average
Interactive Data Cleaning and Enrichment00 Ratings7.80 Ratings
Data Transformations00 Ratings8.20 Ratings
Data Encryption00 Ratings8.10 Ratings
Built-in Processors00 Ratings8.10 Ratings
Platform Data Modeling
Comparison of Platform Data Modeling features of Product A and Product B
Amazon Augmented AI (Amazon A2I)
-
Ratings
SAS Enterprise Miner
8.8
Ratings
5% above category average
Multiple Model Development Languages and Tools00 Ratings7.50 Ratings
Automated Machine Learning00 Ratings9.80 Ratings
Single platform for multiple model development00 Ratings8.50 Ratings
Self-Service Model Delivery00 Ratings9.20 Ratings
Model Deployment
Comparison of Model Deployment features of Product A and Product B
Amazon Augmented AI (Amazon A2I)
-
Ratings
SAS Enterprise Miner
7.8
Ratings
9% below category average
Flexible Model Publishing Options00 Ratings7.00 Ratings
Security, Governance, and Cost Controls00 Ratings8.50 Ratings
Best Alternatives
Amazon Augmented AI (Amazon A2I)SAS Enterprise Miner
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Score 8.1 out of 10
Jupyter Notebook
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Score 8.5 out of 10
Medium-sized Companies
Posit
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Score 10.0 out of 10
Posit
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Score 10.0 out of 10
Enterprises
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Score 10.0 out of 10
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Score 10.0 out of 10
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User Ratings
Amazon Augmented AI (Amazon A2I)SAS Enterprise Miner
Likelihood to Recommend
-
(0 ratings)
9.9
(0 ratings)
Support Rating
-
(0 ratings)
10.0
(0 ratings)
User Testimonials
Amazon Augmented AI (Amazon A2I)SAS Enterprise Miner
Likelihood to Recommend
No answers on this topic
Text Miner option is very useful to uncover trending themes in very large data sets.
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Pros
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  • Developing and evaluating ensemble models.
  • A very transparent interface.
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Cons
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  • One of the major flaws is that the tool is basically an interface to SAS/STAT code. It generates code in the background and runs it. Because of that, some errors are warning might be a little difficult to understand for users who aren't proficient with SAS code.
  • R integration is nice but I would like to see the possibility to integrate even more statistical models different than SAS. That would allow for better performance optimization when really required.
  • The light client is java based and a little heavy on the OS. It would be nice to get a web-based version of the tool instead of the java one.
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Support Rating
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I have contacted SAS twice in the past year and they have been super responsive both times. They solved my problem. I am also registered for an in-person class next month and they called today to tell me that it will be an online-only session. They apologized for the change and registered me for the online version. Super helpful!
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Alternatives Considered
No answers on this topic
For those that are used to the SAS ecosystem, SAS Enterprise Miner is a massive move in the right direction. It makes doing analytics much more enjoyable. It is more user-friendly than Spotfire or Kinesis and seems to produce better results overall. SAS Enterprise Miner seems to be written by analysts for analysts.
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Return on Investment
No answers on this topic
  • It has a positive ROI to our business, as our sales lead rate increased after we started recommending SAS EM.
  • Our business operation numbers improved after we introduced SAS EM and started using predictive analytics for our customer retention and customer chain prediction.
  • The statistical modelling for the risk controls in our financial department helped to reduce the related residual risk.
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ScreenShots