Qualytics

What do you like best about the product?

I like that Qualytics allows me to proactively monitor data quality and receive alerts for critical enterprise data. It's great at early detection of data quality issues using day-over-day comparisons. I appreciate that it does everything a data quality tool should do—templates, inferred rules, full customization, and integrations—all available out of the box. As someone who's used other tools, I find it very easy to use without the need for handwritten SQL or separate observability tools. It brings everything into one place and covers all my data quality needs end-to-end.

What do you dislike about the product?

N/A

What problems is the product solving and how is that benefiting you?

I use Qualytics for proactive data quality monitoring and alerts. It detects issues early with day-to-day data comparisons. I love its ease of use and comprehensive features like templates, inferred rules, and full customization, all without needing separate tools or hand-written SQL.

What do you like best about the product?

What I value most is that turns data quality from isolated technical checks into a structured, business-driven discipline that makes data reliability measurable, owned and actionable at scale.

What do you dislike about the product?

While it exposes data quality issues effectively, it can become heavy at scale and relies on external tooling for full automation and root cause analysis.

What problems is the product solving and how is that benefiting you?

Qualytics solves the problem of unreliable data by systematically detecting and structuring quality issues.

What do you like best about the product?

There are two significant wins from using this tool for data quality: first, with minimal training, an analyst can develop anomaly-detection rules that help improve data quality; and second, the support from the Qualtyics team is phenomenal.

What do you dislike about the product?

I don't have anything negative to say. If a problem arises or a feature is requested teh Qualytics team is fastto react and improve the tool as necessary.

What problems is the product solving and how is that benefiting you?

Fast and easy data profining, machine learning developed anomaly detection is saving engineering time and through usage of the underwriting team we are tracking and improving data quality.

What do you like best about the product?

We use Qualytics as our data quality program across multiple use cases and teams, with the data team and governance team working together in the same platform. The Qualytics product team responds quickly to feature requests and bug fixes, which makes it easier for us to keep improving how we use the tool.

What do you dislike about the product?

Nothing at this time to give a proper answer

What problems is the product solving and how is that benefiting you?

The Qualytics product team has been very responsive to our feature requests. We work closely with the team to refine our ideas and confirm whether any of the functionality already exists. If it doesn’t, our ideas gain immediate traction, and we’re given clear timelines for when they’ll be added to the product.

What do you like best about the product?

I began using it a month and a half ago and I feel that it is intuitive. There are a lot of useful features, like being able to create custom tables and fields within tables. Furthermore, the customer support team is very responsive and helpful.

What do you dislike about the product?

I think it's still a new product so there are a lot of UI enhancements that are required, especially for non-technical people, to make it easier and quicker to see and do certain things.

What problems is the product solving and how is that benefiting you?

Perform data quality checks and ensure data is valid.

What do you like best about the product?

The API for automation is very comprehensive. Anything you can do by UI, there is also a way to be done by the API.

What do you dislike about the product?

The security model, it is user-centric. It works well for most of the cases, but it would be nice to have also a support to integrations that could have a subset of the permissions(not all permissions) of the user that generated the access token for it(like Service Account in some clouds). Although, it is not a blocker, I believe if you have another service that handles the identity management Qualytics seems to be able use that to differentiate the users.

What problems is the product solving and how is that benefiting you?

It is used to help automate validation of data pipelines in scale. We needed a way that we could automate the creation of Data Quality check to be able to highlight data anomalies to our users.

What do you like best about the product?

As a user of Qualytics, I am impressed by its robustness and high configurability. The tool excels in allowing the export of anomalies and provides a data preview feature that helps visualize results effectively. One of the standout features is the ability to export anomalies directly to the customer's data source, which is incredibly useful. Additionally, the support provided is exceptional, with a high rate of attendance and responsiveness. The team keeps enhancing the tool and its integrations.

What do you dislike about the product?

Qualytics is robust and highly configurable, though the anomalies notifications interface could use some improvements. Additionally, it takes a bit of time to learn how to use the tool effectively. However, the support team is very helpful and assists in getting up to speed.

What problems is the product solving and how is that benefiting you?

Qualytics facilitates the monitoring of pipelines and specific business data quality checks, enabling faster detection and resolution of issues before they escalate into bigger problems.

What do you like best about the product?

Really intuitive and user friendly data observability, quality and remediation tool

What do you dislike about the product?

Nothing. It's great! There are minor things to be desired, but the product team is very responsive and takes all suggestions into consideration.

What problems is the product solving and how is that benefiting you?

Data reconciliation at some departments within my company is extremely manual. Qualytics has countless features and functionalities that make this process seamless and efficient.

What do you like best about the product?

- Very easy for business users to create their own quality rules with just a few clicks.

- Integration with databricks is seamless.

- Allows for all the common data quality tasks such as profiling operations, scanning operations, quality checks, and quality check suggestions.

- More advanced quality checks such cross-table validations are also supported.

- Good API integration support which makes possible the integration with orchestrators like Airflow.

For us it checked all the boxes of what we were expecting of a data quality management tool.

What do you dislike about the product?

We did not dislike anything in particular of Qualitycs, one area of improvement could be to have some sort of native integration to Airflow and other orchestrators, but API integration makes that possible in any case.

What problems is the product solving and how is that benefiting you?

Qualytics is a data quality management tool that simplifies the profiling of data in our data lake and the setup of quality rules to ensure the data delivered by our engineering team meets high standards. At metadata, We are currently focusing to ensure the quality and accuracy of the data we receive from various sources, which is crucial for providing reliable information to our users. Qualytics met all our criteria, offering not only a comprehensive set of features but also exceptional usability.

What do you like best about the product?

Working with Qualytics has been a breath of fresh air. They are an amazing team to work with and extremely focused on helping companies implement Data Quality. Their approach is process oriented, which is where you succeed with Data Quality, and their tooling supports secure, cost effective approach that any size of company can get behind. Implementation and upgrades are well tested and easy to execute. The team is dedicated to amazing customer support. From the beginning they were there to listen and to walk with us through the process. In short, I wish all software vendors were like Qualytics.

What do you dislike about the product?

Today they are a small company and doing their best to partner with thier customers. We've had to be a bit patient on development requests, but they continue deliver extremely well. They are also working to get some of their training in self-serve bundles, which will be great when they do.

What problems is the product solving and how is that benefiting you?

We have easily over 1000 data pipelines that need monitored as data hits the data base for SLA requirements and we need to identify that the data which is in the DB meets expectations. Monitoring all those pipeliens and managing them for quality is a struggle for any company. Leveraging Qualytics we can automate that process and bring transparency and accountability to the right teams at the right time. Data Governance is not an easy thing, but with Qualytics it makes easier.