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.

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.

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.