Data lineage follows datasets from the beginning of a journey and tracks the developments of data as it moves through computer systems. Good lineage maps every dataset interaction, giving organizations the ability to visualize data movements end-to-end. The correct data lineage tool analyzes changes at each interaction.
Data lineage tools play a central role in establishing data pipelines, giving organizations the ability to improve the functionality of their systems. The importance of data manipulation cannot be underestimated. Data lineage tools track and organize data as it transforms at each interaction, and in every repository space.
In a business world bulging with big data, ensuring data is structured, monitored and tracked has huge implications for efficiency. Here are three of the best lineage tools
Octopai automates the tracking and monitoring of data lineage. Remove manual data mapping and have the branches of your data tree grow with total visibility. Octopai is a cloud-based, non-disruptive lineage tool for your entire organization. Avoid team training and heavy installations with a tool that enables better monitoring of regulatory data. Remove a lack of consistency and boost efficiency upwards of 50 percent. Octopai is optimal software for those looking for a simple-to-use lineage system that centralizes your data for you.
- Unrivaled accuracy from competitors
- Effortless compliance with data regulations
- The elimination of manual maps in favor of automation
Octopai pushes automation even further with its specialized metadata analysis. Metadata provides information about other datasets and records movements. Octopai removes the need for cross-department data searching – through automation and discovery, Octopai gives enterprises 360-degree coverage of their metadata.
Regardless of your business sector, data accuracy and compliance is crucial for operations. ASG tackles the need for data lineage control head-on with excellent inventory tools and rounded data governance. Although ASG wasn’t initially created as a data tool, it makes the list due to its precision at handling complex data while providing superior metadata management.
- Automated inventory for full compliance and agile processes
- Metadata management tools with extensive customization options
- ETL data integrations to establish a single data warehouse
ASG delivers precise data representation that remains in compliance with data regulation and deepens governance. ETL integrations extract, transform and load data from multiple sources. ETL also consolidates information to strengthen data lineage. A strength of ASG is its ability to impart complex data knowledge in a simplified manner across a team or department.
Trifacta’s list of clients is a testament to the diverse capabilities of the data lineage software it provides. Companies who work in stocks, healthcare and marketing have all embraced software that promises to deliver well-structured data for the task at hand. Trifacta is a versatile data system capable of manipulating a wide-range of variously sized data.
- Self-service data preparation to accelerate report and analytics
- Interactive and visual representations of datasets
- Advanced data protection and predictive data transformation
A Trifacta selling point is the software’s ability to turn raw data into prepared outputs that are easily analyzed. Machine learning removes bottlenecks of information, allowing you to untangle data and utilize key information within your organization. Good data lineage relates to an organization’s ability to identify datasets and Trifacta does this well.
The correct data lineage tool is critical to an organization’s success. Assess and understand the distinctions between these tools and decide which system will best optimize your organization’s data lineage.