Mona Reviews & Product Details

Mona can be configured in many different ways and has a very sophisticated UI and configuration language. It allows you to segment the data in many different ways and have alarms and insights on all these segments independently. When something goes off in many places at once, Mona typically recognizes that and reports only one of the alarms, classifying the others as "related".

I am also very happy about our interaction with the Mona team. They have even developed some functionalities specifically for us, like seeing insights on a map. Review collected by and hosted on G2.com.

Getting up to speed can be complicated, the sophistication of the platform makes it intimidating for some users and requires a bit of a learning curve. The documentation is good and the team very supportive, but it does require a bit of use for people to become comfortable with it. Review collected by and hosted on G2.com.

Mona helps us monitor our models and find outlier behaviors.

The way we configured it all happens automatically and we receive alerts when something bad happens. Review collected by and hosted on G2.com.

It is not something that I dislike, but I think our data could be better leveraged by Mona to give us some easier Data Exploration and BI tools to analyze our data.

The way we use it today, I still need a BI platform to do some analysis besides Mona. Review collected by and hosted on G2.com.

How easy you can report metrics from code and how interesting it can be to view these metrics forming a graph Review collected by and hosted on G2.com.

Sometimes it takes time to find the relevant function I am looking for in to match my needs Review collected by and hosted on G2.com.

We don't need to define the segmentation of the data, MONA learns our data and provides fast insights. A lot of integrations out of the bots (Slack / Email). Review collected by and hosted on G2.com.

Some of the concepts and terms are hard to understand at first sight and require some training. Review collected by and hosted on G2.com.

There's two thing that I like the most. First, is how the company listen and cares about our needs from their platform, and try to fullfill our needs, and second is how Mona Labs are flexible to us change the config how we like. For now I'm satisfied by their product. Review collected by and hosted on G2.com.

One thing that I dislike is the lack of extraction options from data on Dashboard. Not big deal, we can extract outside Mona, but If I would have options to extract data with the options that I would like, it would be lesser than problematic for me. For example, string columns tends to break tables in CSV, but not on JSON lines. Review collected by and hosted on G2.com.

The best thing about Mona is that it tracks performance metrics and provides confidence in model performance.

It has great streamline team collaboration and way better than its competitor. Review collected by and hosted on G2.com.

The third-party integration and model training in Mona needs to be developed. These need to be worked properly and products should be much better and I want improvement here. Review collected by and hosted on G2.com.

The daily alert notifications on the chat window highlighting the issues and anomalies in the BOTs help me take corrective actions at the right time. Review collected by and hosted on G2.com.

Nothing as such. Maybe the Archive feature could also have an option to append reasons. Review collected by and hosted on G2.com.

Mona allows you to monitor the behavior of your machine learning models in production and alerts you when something is off. Any company with ML models in production should have a monitoring tool, and developing one in-house is a real pain. Mona is an excellent choice for this task! The integration was fast, and the support team was very attentive to any questions or requests. Review collected by and hosted on G2.com.

I can't think of anything to dislike. In the beginning, we had some issues with duplicated insights, but it was due to a wrong configuration from our side, and they helped us resolve it quickly. Review collected by and hosted on G2.com.

very low configuration, don't have to guess what segment my problems will arrive from or what the thresholds are. Review collected by and hosted on G2.com.

slack messages could be improved by having an example identifier for the entity in question. Review collected by and hosted on G2.com.

Productionizing, monitoring the performance, improvements, investigation of underperformance, optimization, all these has been achieved using Mona, which makes the life of Data scientists easy! Review collected by and hosted on G2.com.

Evaluating underperformance and alerting the person is okay, but many times the alert goes un-noticed. I wish it could be a message rather than alerts. Review collected by and hosted on G2.com.