Tracer
The Verisian Clinical Platform provides real-time full traceability of your data and the code that transforms it. Using tracer, you can easily understand where data comes from, how it is transformed, and where it goes. Full data provenance and traceability at your fingertips.
What can I do with it?
- Explore data provenance
- Onboard colleagues
- Review analyses across teams and CROs
- Discuss SAP-specification and implementation details
How-To:
- Each node in the graph is a dataset
- When you select a node, you see
- The code that created it
- Important associated log messages
- By traversing the datasets throughout the graph, you understand the full data provenance
Log Quality Control
The Verisian Log Quality Control takes your study's logs and shows you the log messages that matter to guarantee data integrity and Good Programming Practice (GPP). We have harvested the literature, spoken with advisors and industry experts, and combined cross-industry Best Practices for Data Analysis to score your study's analysis integrity.
What can I do with it?
- Easily find issues and potential issues in your analysis
- Understand how to make your analysis more robust
- Provide pre-submission confidence to you and your team
How-To:
- Explore the analysis validation by file or your dataset of interest - all powered by the Verisian real-time full data and code traceability
- Each code step with associated log messages displays the relevant original log file as well as the extracted code for ease of message assessment
- Our graph-powered logical inference and AI engine will identify which code is responsible, how to fix it, and how issues and their fixes will affect others throughout the analysis graph (feature coming)