Achieve data certainty through continuous data observation
Why Data Observation?
Data risk = reputation risk
Errors in data contaminate decision-making, erode the value of data products, and harm
the reputation of the engineering team — all which stifle business progress.
By continuously observing data, Lumadata ensures that data is valid today and every day.
It's the data, not the code
Focus on the data, NOT the pipeline. Guard the data the business uses every day.
Lumadata provides certainty for business data. Our platform continuously tests the same
datasets and queries that drive critical dashboards, models, and reports used by the business.
Create data observations from known good data
Thumbprint historical data
Lumadata thumbprints historical data to ensure it remains intact while development activities are underway. After full reloads of historical data, Lumadata can certify that historical data is accurate within seconds.
Microtest new data
New data constantly flows into the data warehouse. Lumadata uses microtesting between source systems and the data warehouse to ensure that the newest data batches are reliable.
Integrates with your existing stack
Integrates with Jira, Github, and Slack
Lumadata integrates with tools like Jira, Github, and Slack to automatically create tasks for engineers and send messages about known issues.
API and CLI
Lumadata has a RESTful API that can be used to integrate our observation platform directly into your data pipeline.
The Lumadata Difference
Strive for Certainty
Data watchers run continously to ensure no changes have been made to previously validated data. New data is verified against its source.
Create Transparency
Anomalies trigger alerts that are shared between business and engineering teams. Workflows support engineering teams and communication is seamless.
Business-first Validation
Validate data using the queries and metrics used by business stakeholders to ensure end-data accuracy.
Manage Progress
Easily manage large catalogs and follow potential issues from identification to resolution.