Pantomath Core

What do you like best about the product?

real-time monitoring and automated pipeline traceability make managing complex data much easier

What do you dislike about the product?

difficult for someone who doesnt have the experience to use some of the features

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

its helping with pipeline traceability, incident management and real time monitoring

What do you like best about the product?

Pantomath offers a outstanding visualization of data lineage across multiple technologies and services providers in the data landscape. Since its implementation, it has enabled our SRE and Engineers to observe and support the data operations of our Data platform with great efficiency. In addition to data lineage, the product's standout features include monitoring, incident management, tagging design, and easily accessible history, all of which contribute to its overall effectiveness.

Pantomath has proven to be an excellent partner, demonstrating responsiveness, clear communication, and professionalism throughout the implementation process and beyond.

What do you dislike about the product?

Our implementation was on a complex data landscape and the time to operationalize took more than initially expected. But Pantomath team has been great in supporting us in this journey.

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

Data Observaility for our data pipelines and monitoring.

What do you like best about the product?

Out of the box, Pantomath offers full traceability of data pipelines. It’s astonishing to visualize the complexity of these pipelines, and Pantomath makes it impressively simple.

The end-to-end data observability and cross-platform traceability that Pantomath provides are game changers. This tool allows us to quickly identify the root causes of issues and resolve them in a fraction of the time it used to take. The reliability and predictability Pantomath brings to our operations are unparalleled. The platform offers real-time visualization of our data pipelines, automatically detecting and alerting us to issues long before they impact our processes. This proactive approach has saved us countless hours of last-minute fixes and has improved our overall productivity.

Our teams can now focus on building new solutions instead of getting bogged down with operational tasks. Pantomath has proven invaluable, ensuring our data is trustworthy and our processes run smoothly. We highly recommend it to any business dealing with complex data pipelines and looking to enhance operational efficiency!

Pantomath's customer support is excellent, and they consistently address issues promptly. As a startup, they have demonstrated an impressive velocity in incorporating new features.

What do you dislike about the product?

It takes some time to operationalize if the data ecosystem is complex, as you need to configure the alerts, create teams and tags to ensure that proper teams receive the alerts

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

Pantomath is helping us to find issues in processes and troubleshooting them before they impact our customers and financial performance.

What do you like best about the product?

Pantomath is a complete one stop shop for everything data related. I was able to setup connectors to Tableau, Fivetran, and Snowflake in less than 10 minutes for each. After initial setup, Pantomath went right to work ingesting our metadata and giving us a complete picture of lineage between systems, and total insight into our jobs that we run each day. When a job fails, Pantomath not only tells us it failed, regardless of the system, but also pinpoints the cause of the failure so we can easily fix it quickly to get our business back on track. We regulary get to have checkins (biweekly) with their team and give feedback, as well as request new features. The team is extremely attentive, and they make this a daily must use easy to use tool.

What do you dislike about the product?

When we first set up the tool, the alerts were staggering. They use a sort of machine learning to tell you when there is latency in your models, but it takes a bit to train the model. During the beginning of this process, we received several emails about the jobs with latency. The Pantomath team did work with us, however, to make the noise go away and provide more meaningful insights.

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

Pantomath gives us observability, and very straighforward observability at that. What I really appreciate though is the lineage they provide as well. While migrating from one system to another, we were able to utilize Pantomath to see what every change would affect downstream in terms of other tables and reporting. It was truly a lifesaver during that project.

What do you like best about the product?

Pantomth has an excellent data lineage visualization that exceeds anything I've seen in other data lineage tools. For complicated pipelines, it's critical for developers and SREs alike to understand the size, complexity, and interconnected nature of individual elements in the pipeline. The UI is well-designed and makes it easy to see and understand lineage and where individual components come into play. More importantly, it allows you to see pipeline impacts at a glance.

Real-time alerting and monitoring in a single pane of glass is another stand out feature. It's nice to be able to see failures and log history in one place rather than switching between tools.

For larger, complicated systems tagging is critical and Pantomath supports tagging as well as bulk manipulation of objects in the system based on tags.

As with any system of this level of complexity, an implementation requires a good partnership between the vendor and the client. The Pantomath team is professional, responsive, and helpful in this regard.

What do you dislike about the product?

There are no real downsides that I can think of.

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

Data pipeline lineage and monitoring.