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MOSTLY AI Platform review
What do you like best about the product?
Ability to generate synthetic data that is reliable and useful for different research purposes. The generated data retains the feature correlations.
What do you dislike about the product?
After using it few times, I was getting "unauthorized to use" message for sometime and couldn't use the platform.
What problems is the product solving and how is that benefiting you?
Low availability of original data
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A simple and straightforward tool to synthesize data
What do you like best about the product?
MostlyAI interface is easy to use. I don't have to write code to produce high-quality synthesized data. The platform also have lots of options for your data such as addressing NAs or generate new data.
What do you dislike about the product?
The generation mood is tricky to figure out how to use properly. I also would appreciate a simple process to request a higher daily usage for a short period of time. Also, lacking the ability to draw dependent relationships between features.
What problems is the product solving and how is that benefiting you?
MostlyAI allows me to quickly generate high-quality synthetic data without writing complex codes. Also, the UI is very easy to use and cut down my time in configure my data. Overall, using MostlyAI saved my almost 80% of my normal time in dealing with synthetic data.
Filled in missing data
What do you like best about the product?
Data generation is relatively quick and looks reasonable.
What do you dislike about the product?
Using the platform the way I'd like was difficult at first, and I had to get more data on my own to assist the machine learning process.
What problems is the product solving and how is that benefiting you?
Getting more data for scientific experiments
Great synthetic data in a timely fashion
What do you like best about the product?
The promptness of the data and telling us the accuracy percentage.
What do you dislike about the product?
It's a bit hard to understand at first but I feel like if you guys made a tutorial video or something, it would help people along.
What problems is the product solving and how is that benefiting you?
I'm trying to use this data to validate a machine learning algorithm to use for a proof of concept. I had a small snippet of data and this algorithm saved me of months of research and ethics applications
Simple to use, great results.
What do you like best about the product?
I love how simple the platform is to use. I was able to guide through even my my first time. I was readily able to implement the results in my usecase. The customer support executives are very friendly. I've been using the platform very frequently since my first time. Not to mention, the feature set is huge. Their cloud services are very easy to integrate.
What do you dislike about the product?
I would like if the UI elements are made better.
What problems is the product solving and how is that benefiting you?
Mostly AI helps maintain customer privacy. I can assure my customers that their sensitive data is safe with me.
Great application with simple UI and very helpful dev and sales team
What do you like best about the product?
UI was fast to learn and free version provides full capability of the tool. Results are generated fast and log files were helpful in troubleshooting null values
What do you dislike about the product?
Inability to shape output based on data hierarchy. While there is some capability in the "mood" rating and rebalance flag, functionality is limited. Additionally, some fields lack "i" for in-app help
What problems is the product solving and how is that benefiting you?
generating training data sets for supply chain supplier delivery. supplier data is hard to get (usually business IP), so it's helpful to have datasets on which to train, develop and test
Fast, Easy and Safety
What do you like best about the product?
The site is really easy to use, easy to understand so even non-engineers can use it comfortably. Results come pretty fast,everyone can easily reach what they want
What do you dislike about the product?
I wish it had dark mode. I expected the parts that are related to the data to be more remarkable.I can recommend coloring the data and output settings.It is possible to be a little more careful in determining the data types.
What problems is the product solving and how is that benefiting you?
The site has been helpful in raising a small shape data, So i see the new big data with same specs. This provided a great opportunity for the development of our project.
Very Good Platform for creating Synthetic Data
What do you like best about the product?
The platform is very easy to use and data generation is quite fast.
What do you dislike about the product?
I would like to know more about the algorithm used to generate data and finetune parameters if needed.
What problems is the product solving and how is that benefiting you?
For my work, I needed to build a Machine Learning model, but I was stuck at a point due to a lack of training data. Then I came to know about MOSTLY AI. The platform helped me creating more training data (from a few hundred input data points to thousands of data points). The quality of the generated data was also quite good. Finally with that data, I was able to build a realistic ML model.
Constructive & Easy to use application of generative AI
What do you like best about the product?
I loved the ease of use through usercentric design. Mostly.ai is a product designed with the end user in mind. High-speed synthetic data generation, even when scaling up the data set to millions of rows.
What do you dislike about the product?
As with all AI, could increase the explainability of the output, especially when scaling up the datesets from 100's k rows to millions of rows and when handling Personally Identified Information such as names.
What problems is the product solving and how is that benefiting you?
Scaling up datasets for use as test data and making these anonymous. Able to handle sensitive data with confidence.
Very comprehensive synthetic data generation platform
What do you like best about the product?
Data privacy protection; Sythetic Data generation measurement; Very speed data generation process;
What do you dislike about the product?
I am not quite sure what are the underlying technology that MOSTLY AI use. But not so many downsides I have found now.
What problems is the product solving and how is that benefiting you?
I need to create Machine Learning use cases for XXX industry but I can't find relevant data from public resource. So I need to generate synthetic data with MOSTLY AI.
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