Pantomath Core
PantomathReviews from AWS customer
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Pantomath experience
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
Comprehensive view on data lineage and observability across various data tools and services.
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.
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.
Pantomath: A game changer for Traceabiliity and observability in data pipelines
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.
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.
Complete Data Observability and Lineage - Extremely Satisfied!
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.
First-class data pipeline lineage and visualization
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.
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.
End-to-end observability delivered!
What do you like best about the product?
Before implementing Pantomath, it was a challenge to identify the source and root cause of a report or integration failure, often taking a full day or more from multiple developers with varying levels of access and expertise.
Pantomath has allowed us to surface all data-related failures in a single pane of glass. Based on neatly curated logs and the end-to-end lineage graph, we are able to automatically pinpoint the root cause and assign the ticket to the appropriate resources. Additionally, we immediately alert impacted users downstream. This has allowed us to take a proactive stance, freeing up developers to focus on the fix instead of responding to support tickets.
Integration was fast! We completed the initial integration in approximately 2 months while competing for resources against several other projects. We never felt rushed nor pressured as we worked with the product team and our customer success resources.
The product team at Pantomath has been extremely supportive and collaborative in adding features including support for additional data sources and parsing custom logs to truly enable the single pane of glass approach they promised.
Pantomath has allowed us to surface all data-related failures in a single pane of glass. Based on neatly curated logs and the end-to-end lineage graph, we are able to automatically pinpoint the root cause and assign the ticket to the appropriate resources. Additionally, we immediately alert impacted users downstream. This has allowed us to take a proactive stance, freeing up developers to focus on the fix instead of responding to support tickets.
Integration was fast! We completed the initial integration in approximately 2 months while competing for resources against several other projects. We never felt rushed nor pressured as we worked with the product team and our customer success resources.
The product team at Pantomath has been extremely supportive and collaborative in adding features including support for additional data sources and parsing custom logs to truly enable the single pane of glass approach they promised.
What do you dislike about the product?
Initially the amount of failures can be alarming. With great power comes great responsibility! It can take some time to separate critical from non-critical failures and adjust sensitivity to streamline usage. Fortunately, the robust rules engine for creating and classifying tickets allowed us to tweak our way to the level of care we needed.
Some configuration options such as setting up new connectors are still managed internally by Pantomath.
Based on the high-level of engagement and obsession with customer satisfaction we have experienced thus far, we are confident as the product matures, these minor issues will be resolved.
Some configuration options such as setting up new connectors are still managed internally by Pantomath.
Based on the high-level of engagement and obsession with customer satisfaction we have experienced thus far, we are confident as the product matures, these minor issues will be resolved.
What problems is the product solving and how is that benefiting you?
Historically, it could take a day or more of developer time to identify, troubleshoot, and correct data pipeline failures across our large, complex data infrastructure. This distracted developers from new products, feature enhancements, and analytical project support where their expertise provided much more significant business value.
Additionally, the full visibility of our data estate has allowed us to determine where our most significant gaps in data quality and infrastructure reliability are coming from so we can make corrective actions to reduce downtime and enable developers to focus on value-added work.
Additionally, the full visibility of our data estate has allowed us to determine where our most significant gaps in data quality and infrastructure reliability are coming from so we can make corrective actions to reduce downtime and enable developers to focus on value-added work.
Pantomath Review: A Game-Changer for Your Data Ecosystem
What do you like best about the product?
Pantomath has transformed how we manage and understand our complex data ecosystem. No matter the scope of work or skill set, it has brought value to our Data Engineers, SREs, Business Operations, and Leadership.
Key Benefits
Seamless Data Lineage: Pantomath's automated pipeline lineage has leveled up our ability to understand the upstream and downstream impact in real-time. We can now effortlessly trace our data from source to consumer, including every transformation step in between. This clarity has dramatically improved our troubleshooting and debugging processes.
Adaptability to Complex Environments: Our data ecosystem encompasses many tools and technologies. Pantomath's flexibility has been impressive; it integrates with all our existing systems, regardless of complexity.
Strong Partnership: Pantomath's team has been an exceptional partner throughout our journey. They are highly responsive, proactive, and genuinely invested in our success. Their collaborative approach has ensured that Pantomath continues to evolve alongside our growing data platform.
Conclusion
In summary, Pantomath has exceeded our expectations. It has empowered us with the visibility and control to make informed, data-driven decisions. If you're looking for a comprehensive solution to manage your data ecosystem, I wholeheartedly recommend Pantomath. It's a truly transformative tool.
Key Benefits
Seamless Data Lineage: Pantomath's automated pipeline lineage has leveled up our ability to understand the upstream and downstream impact in real-time. We can now effortlessly trace our data from source to consumer, including every transformation step in between. This clarity has dramatically improved our troubleshooting and debugging processes.
Adaptability to Complex Environments: Our data ecosystem encompasses many tools and technologies. Pantomath's flexibility has been impressive; it integrates with all our existing systems, regardless of complexity.
Strong Partnership: Pantomath's team has been an exceptional partner throughout our journey. They are highly responsive, proactive, and genuinely invested in our success. Their collaborative approach has ensured that Pantomath continues to evolve alongside our growing data platform.
Conclusion
In summary, Pantomath has exceeded our expectations. It has empowered us with the visibility and control to make informed, data-driven decisions. If you're looking for a comprehensive solution to manage your data ecosystem, I wholeheartedly recommend Pantomath. It's a truly transformative tool.
What do you dislike about the product?
I have nothing to report as a "dislike." Any opportunity we have identified for increased functionality or improvements has been met with a collaborative spirit. Pantomath is dedicated to improving its product to help us succeed within our data ecosystem.
What problems is the product solving and how is that benefiting you?
Pantomath automates data observation, incident response, and pipeline lineage. These are significant tasks considering the complexity of our environment and the wide spread of stakeholders.
One-stop shopping for Data Troubleshooting
What do you like best about the product?
Pantomath is a game-changing technology for companies that have multiple data ETL strategies spread across several teams.
Through my many roles as a consumer, creator, and enthusiast about our data, I've longed for the ability to trust (and help others trust) our data. Not knowing where data originates or who created it can be a challenge when data access is democratized - which is why we needed Pantomath. Finally, a tool that helps us organize our data and provide invaluable insight into its quality - thank you Pantomath!
Through my many roles as a consumer, creator, and enthusiast about our data, I've longed for the ability to trust (and help others trust) our data. Not knowing where data originates or who created it can be a challenge when data access is democratized - which is why we needed Pantomath. Finally, a tool that helps us organize our data and provide invaluable insight into its quality - thank you Pantomath!
What do you dislike about the product?
While Pantomath is valuable as a reporting tool for a single team, its real power comes from widespread adoption across the development teams. To engage these teams, the solution has to be simple and organically integrate into the existing SDLC.
Pantomath does not yet have integrations into our backlog tools, making it harder for development teams to incorporate it into the development cycle. The data from Pantomath is also only available in the UI, making it harder for our teams to use the data reciprocally in our ETL automation. Once these features mature, software teams will feel empowered to consider Pantomath's capabilities during the software development process and truly ingrain observability into the ETL they build. Pantomath will truly be unleashed once this occurs.
Pantomath does not yet have integrations into our backlog tools, making it harder for development teams to incorporate it into the development cycle. The data from Pantomath is also only available in the UI, making it harder for our teams to use the data reciprocally in our ETL automation. Once these features mature, software teams will feel empowered to consider Pantomath's capabilities during the software development process and truly ingrain observability into the ETL they build. Pantomath will truly be unleashed once this occurs.
What problems is the product solving and how is that benefiting you?
Pantomath gives us observability into pipelines where ETL metrics were previously nonexistent (or difficult to obtain). This deepens our collective understanding of data origination and lineage and drives insights into issues within our data (while also identifying previously unreported issues).
Data observability has never been easier
What do you like best about the product?
End to end visibility of our data assets and clearly seeing how our 1k+ reporting assets are impacted by job failures in SQL or SSIS
What do you dislike about the product?
There is no documentation on integrating Pantomath into an IaC cloud environment with least privilege.
What problems is the product solving and how is that benefiting you?
Pantomath covers a large gap of creating visibility between all of our assets and creates an easy to use monitoring environment within our Power BI tenant
Complete Lineage - Absolute Game Changer
What do you like best about the product?
Pantomath does something many other products claim to do but can't. This is a testament to their insane commitment to parsing endless amounts of source code and building complete maps of your entire data stack, from source data to end report visual. We tried another product who promised this same thing, only Pantomath delivered what I thought to be impossible. On top of that great achievement, they also monitor it all in a central tool, giving large organizations a better path to centralize Data Operations into one team. This team can alert both producers and consumers of data and hold individual data teams accountable in root cause analysis and remediation efforts.
What do you dislike about the product?
Still young in their journey, searching the catalog of assets can be overwhelming. With hundreds of thousands of 'points' being able to find things just off a name is a search box can be improved, as many of those names overlap.
What problems is the product solving and how is that benefiting you?
We can find where ourdata is coming from and what impact code changes to those pipelines will have.
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