Sauce AI for Insights
Sauce AI for Insights brings generative AI directly into the Sauce Home widgets you already use. Each widget comes equipped with a conversational interface to which you can ask complex queries such as:
“What’s the most recurring error in our regression tests?”
“Which devices fail the most often?”
“Was there any decrease in pass rate between this week and last, and why?”
You receive tailored natural-language answers, data visualizations, and curated reports in seconds. The result is a dramatically reduced time-to-quality and a faster path to confident, data-driven releases.
If a question cannot be answered due to access permissions, unavailable data, or unsupported topics, the AI assistant clearly explains the limitation and helps you refine your question to get more relevant Insights.
Key Capabilities
The initial rollout focuses on making Sauce AI for Insights agent a trusted, transparent, and extensible part of the Sauce Labs ecosystem. Among the capabilities being delivered:
- Context-Aware Querying: Each AI interaction inherits the context from the widget where it was launched; you don’t need to restate what dataset you’re exploring or describe a timeframe. The Sauce AI for Insights agent knows the context of Sauce Home and applies that context window to your queries.
- Multi-Format Answers: Responses may appear in natural language, as charts, or as data visualizations depending on the nature of the question.
- Data Provenance: Every answer includes information on where the data originated (Insight APIs, filters, and schemas) when prompted.
- Feedback Loop: You can rate the helpfulness of each answer to continually refine the model.
- Automated Test Diagnostics: Job and Test level root cause analysis of failures for quicker debugging.
Explore AI Insights Workflows
Learn how to use AI Insights capabilities through the following guides:
| Guide | Description | Reference |
|---|---|---|
| Use Sauce AI Assistants | Learn how to access the AI assistant, ask effective questions, and explore your testing data using natural-language conversations. | See more |
| Automated Bug Troubleshooting | Learn how to investigate failed tests, identify root causes, and understand AI-generated diagnostic recommendations. | See more |
| Privacy, Safety, and Trust | Learn how Sauce AI protects your data, maintains security and access permissions, and follows responsible AI practices. | See more |