Lineage
Etiq provides you with full visibility of your entire ML pipeline, so you never get lost again. Analyse your scripts directly in your IDE and visualise the interplay between your data and code giving you insight into its logical flow. Lineage works with your legacy code and models, and supports you as you build new ones.
Real-time Testing
Our expert data science copilot sits directly within your IDE and observes at the point developers are coding, analyses what they are writing, the data they’re using and the AI models they’re developing. It then recommends the most relevant tests for your script and where to put them. You can run these tests directly in the Etiq IDE extension, giving you insights into where issues may lie and enabling you to act on them before they cause problems.
RCA Agents
Fixing errors and debugging has never been easier. Root Cause Analysis agents understand the nature of test failures and can pin-point the source of the issue and provide fixes to your data and code to ensure you create and maintain fair and robust ML pipelines.
