The Only Data Certainty Platform
Certainty is absolute.
Lumadata provides data certainty in the most chaotic, fast-paced environments allowing engineers and business teams to focus on building the future.
Certainty for Business
Focus on Innovation
Go Fast
Capture More Value
Certainty for Engineers
Engineers, Analysts, Leaders
Real-time, Proactive Team Alignment
Native Integration
How Lumadata Works
1.
Start with understanding how the business uses data
Data testing should always be performed in the same way the business uses the data. Not all data is equally important: some data supports daily operations while other data is used to enable business innovation. Understanding data priority and business use cases is critically important to designing a data testing strategy.
2.
Partner with business teams to build a test catalog
Business teams use data all day long. They likely have queries that support their use cases. Use queries that power dashboards and reports. Use data extract queries that feed predictive models. Determine which queries include historical data and which use volatile data. These tests should cover wide swaths of data and provide sufficient data coverage in the data warehouse.
3.
Continuously test data
Each time data is touched, it should be tested. At a minimum, schedule tests to run daily in Lumadata. Daily data testing provides certainty that the data the business teams are using is accurate and has not been inadverdently harmed.
4.
Monitor the dashboard and review alerts
Lumadata increases transparency and collaboration between business and engineering teams. Building trust between teams is vital to data adoption and paramount to extracting value from data assets. Lumadata sends alerts to all stakeholders whenever data issues are detected. Alerts are acknowledged by engineering teams and comments can be added to alerts as issues are worked.
5.
Work through issues using existing tools
Lumadata will create support tasks in your existing team management platform, including Jira and Github. Updates and comments flow into Lumadata automatically. Lumadata sends updates to stakeholders so engineers can stay focused on engineering.
6.
Integrate Lumadata into your ecosystem for more automation
Lumadata has a RESTful API that can be used to integrate the Lumadata platform into any application. Tun tests and retrieve execution logs to drive your pipeline flows.
Features
Continuous Testing
Tests run automatically and constantly, independent of other activities
Connect Anywhere
Connect to many popular data sources including databases and repos like s3
Data Thumbprinting
Thumbprint data that the business has approved to be certain nothing changes
Catalog Management
Create tests and catalog them with tags for reporting and filtering
Dashboard for All
The dashboard ensures everyone is working from the same information
Alerts
Send notices to devices, communication channels, and emails
Workflow Integration
Automatially creates tasks in your existing planning and management platforms
Run History
Review past test executions and compare output to current data
Scheduler
Run tests from your own data load processes or use our built-in scheduler
Scalability
Lumadata is deployed in the cloud and can scale with businesses of any size
Security
Data is encrypted end-to-end and at rest
RESTful API
Integrate Lumadata directly into your core systems - anything is possible
Desktop CLI
Control Lumadata directly from your desktop
Activity Recording
Activities are put into a central log and all Lumadata users can see the activity feed
Expert Support
Lumadata was built by data engineering professionals - we understand, and we can help