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Overall experience with Pantomath
“Reflecting on the Pantomath Product: User Insights”
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Company Description
Pantomath provides a Data Operations Center platform designed to help enterprises manage data reliability across complex, multi platform data environments. The platform centralizes monitoring, incident detection, investigation, and autonomous remediation workflows across ingestion, transformation, storage, and consumption layers. Pantomath delivers cross platform lineage and pipeline traceability to help teams understand upstream and downstream dependencies. When incidents occur, the platform supports structured root cause analysis and impact assessment. The Data Operations Center supports the full incident lifecycle from detection through resolution and enables autonomous remediation for defined scenarios using configurable rules and policies. Pantomath integrates bi directionally with IT service management and ticketing systems, enabling synchronized tracking, ownership, and status updates across data and IT teams.
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Key Insights
A Snapshot of What Matters - Based on Validated User Reviews
Reviewer Insights for: Pantomath
Pantomath Likes & Dislikes
The lineage and triage tools have been helpful in our day-to-day data operations. There are times when data teams are unsure of a source, source ownership, or downstream effects. Pantomath helps us answer those questions.
A lot of observability products exist in the marketplace - but Pantomath is different. While the excel and fit the bill as an observability product, they are so much more. Their catalog, lineage, and ability to focus on what your company needs from them push the over the top of any other company in the space and make their product truly special.
We were looking for a good data lineage product and evaluated Pantomath's tech as being stronger than other options available for the money involved.
I would like to be able to trace lineage from Pipeline-to-Pipeline. In scenarios where I'm looking to check the downstream impacts of a source, I open up the pipeline view for one pipeline, but if I want to jump to another connection, I need to right-click, view details, and a new lineage view for the second pipeline appears. Also, adding a filter option in the pipeline tool to filter out downstream assets. Ex. I only want to see PowerBI.com reports in this pipeline.
I don't dislike anything about Pantomath. Everything that we've 'wishlisted' from them within reason has been roadmapped, and delivered upon! They are so incredibly customer focused it's ridiculous. Biweekly calls and touchbases happen to make sure we are happy, or to see if we are getting the most out of new functionality, and it really sets us up for success.
We are still in the midst of the installation and rollout and have not had any issues yet.
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Pantomath Reviews and Ratings
- Data Analyst1B-10B USDTransportationReview Source
Reflecting on the Pantomath Product: User Insights
Working with the Pantomath team has been a wonderful experience. It's been very satisfying to see all levels of management actively engaged in the Pantomath product. The product and implementation teams have been very easy to work with and are there to answer questions that come up during any part of the process. The product itself is very easy to use. I look forward to seeing how this product evolves in the next year! - Senior Data Analyst<50M USDBankingReview Source
Pantomath: Redefining Customer Focus in Tech Space
Pantomath was an absolute dream to setup, and the company has been amazing to collaborate with on an ongoing basis. - Director of Data EngineeringGov't/PS/EdEducationReview Source
Evaluating Pantomath's Superiority in Data Lineage Technology
When I think of the overall experience, often, the interactions with the people behind the product are more important than the product itself (as long as the product works). The folks at Pantomath have been great to work with. They are proactive, friendly, and communicate well. This is a big project for us and working with good folks makes the process much easier. We appreciate their efforts. - SR. MANAGER, IT INFRASTRUCTURE & OPERATI<50M USDManufacturingReview Source
Pantomath Team: Responsive and Skilled in Implementation
The Pantomath team is exceptional to work with and very responsive to requests. - Data Engineer<50M USDMiscellaneousReview Source
Creates more transparency for other teams
Pantomath has given other parts of our team more transparency into our pipeline processes without them needing direct access to the systems.



