Monte Carlo Data Observability Platform
Monte Carlo DataReviews from AWS customer
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The perfect tool to complement our data team
What do you like best about the product?
I personally love the built in monitors that test the freshness of our data, and the alerts are often helpful in identifying data issues before they get to our end users!
What do you dislike about the product?
i sometimes struggle to come up with my own custom monitors and sometimes the ML in the monitors can go off when we expect a large addition etc
What problems is the product solving and how is that benefiting you?
it helps us monitor the freshness of our tables and we can easily spot if a pipeline has failed. it also helps us make sure our code releases dont cause duplicate data etc
I find daily monitor for testing reconciliation and data quality useful to spot problems early
What do you like best about the product?
I mainly use the sql monitors to run daily tests. This enables me to run automatic reconciliation checks. I find these very easy to use and the slack features good.
What do you dislike about the product?
If not configured correctly there can be too many alerts
What problems is the product solving and how is that benefiting you?
Reconciliaiton
Monte Carlo
What do you like best about the product?
Monte Carlo's data monitoring solution is a powerful tool for ensuring data quality and reliability. Its automated insights, anomaly detection, and easy integration make it indispensable for maintaining trust in your data. Highly recommended!
What do you dislike about the product?
Pricing might feel steep for smaller teams, and advanced features can have a learning curve, but the value is worth it.
What problems is the product solving and how is that benefiting you?
Prevents data downtime by detecting anomalies and ensuring data quality, saving time and building trust in our platform analytics
A fresh look at Data Monitoring
What do you like best about the product?
I like that Monte Carlo turns the idea of Data Quality on its head and runs with the concept of Observability instead.
What do you dislike about the product?
Dashboarding/BI could be integrated since all information required is already available.
What problems is the product solving and how is that benefiting you?
Monte Carlo tells us when there are failures in pipeline loads in addition to data errors itself. It has also saved us time in creating checks because of the OOTB features as well as the ML model that learns behavior over time.
A great platform for managing what we don't know & what we should know about our data
What do you like best about the product?
Flexibility for adjusting our needs, great anomalies discovery, custom tests for our edge cases that we need to monitor, intuitive UI,
What do you dislike about the product?
I would expect more machine learning to reduce the false alarms - maybe more ad-hoc feedback as part of the alerts to improve the precision.
What problems is the product solving and how is that benefiting you?
Helped to discover unusual changes in the data -resulted by various bugs,
Helps discover changes in structure both in source tables and in our modeled DWH tables and prevent processes to fail in the night run.
Helps discover changes in structure both in source tables and in our modeled DWH tables and prevent processes to fail in the night run.
Monte Carlo Review
What do you like best about the product?
Monte carlo is the best tool for data testing, with ease of use and implementing of features gets easy. THe support provided is also great.
What do you dislike about the product?
Monte carlo needs a huge sum of data for review and sometime time consuming too
What problems is the product solving and how is that benefiting you?
We are transferring data from l0 to l5 to our dashboards so we take help of monte carlo at l2 and l3 levels. This makes easy for us in data quality and mointoring the etl pipelines. A big thanks to Monte carlo to making our work easy.
One of the best tool for data management and helping me to schedule large set of test
What do you like best about the product?
The best thing is that the UI of Monte Carlo that helps me to gather the test results at one place and it is the best tool to schedule the test run for large set of Test data.
What do you dislike about the product?
The thing i dislike about monte carlo is that support from the customer support team. It can be and it should be improved with time.
What problems is the product solving and how is that benefiting you?
It is helping me to reduce the manual efforts as I am scheduling the large set of test data and it seamlessly gives me the alerts which helps me to take the necessary actions to report the data that needs to be taken action on and also it helps me to project the results best possible way that can even be shared with my customers.
Best Tool for Data Quality and Scheduled Run
What do you like best about the product?
It is the best tool for running the large set of test data and give the desired results in one place. You just need to schedule your test run in monte carlo and it will run the large set of test data in the dedicated time slot and date and will give the results of the run.
It is the best tool for data management which is been used in my organization.
It is the best tool for data management which is been used in my organization.
What do you dislike about the product?
What is dislike about monte carlo is the customer support. It is very delayed and can be improved with time. Also the results generation takes atmost 2 days to view the results which is a lot time taking and needs to be improved.
What problems is the product solving and how is that benefiting you?
It is helping me to schedule the test run for large set of test data which contains queries. This is helping me to manage the test results. Observe the alerts and take the necessary actions to improve it. This helps me to see the results in one place which is much cleaner and helps me to share it to my team.
Excellent
What do you like best about the product?
Analysis on data via MC got easy and we have already fetched drilled information of data
What do you dislike about the product?
Slow running with long queries and large number of queries.
What problems is the product solving and how is that benefiting you?
Reduce the manual efforts and able to find the incorrect date on columns
Monte Carlo review
What do you like best about the product?
Monte carlo is so easy to use, with good customer support and provides various features which is helping my team
What do you dislike about the product?
They also heavily depend on high-quality random number generation to ensure accuracy.
What problems is the product solving and how is that benefiting you?
Monte Carlo methods solve problems involving uncertainty, complex systems, or high-dimensional spaces by estimating probabilities, integrals, or optimization solutions through random sampling. These techniques benefit by providing insights into data-driven decision-making, risk analysis, and predicting outcomes when analytical solutions are impractical.
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