Challenges
Engineering Distraction
Engineers are pulled away from high-value task to write and maintain repetitive test scripts.
Time-Consuming Analysis
Teams spend hours investigating flaky tests, device failures, and repetitive errors
Decision Bottlenecks
Without clarity into trends, releasing with confidence plummets
Difficulty Shifting Left
Testing earlier in the cycle is tough without quick, reliable insights to guide the process
The Solution
Sauce AI for Insights is an AI agent designed to streamline software testing. It allows users to identify the root causes of application issues using natural language, which eliminates the need for tedious and time-consuming manual debugging. This ultimately enhances engineering efficiency, speeds up release cycles, and ensures the delivery of high-quality applications.
Instead of grappling with your complex data, imagine asking simple questions to a dedicated AI Agent: “Which devices are failing the most?” “Which tests are flakiest this week?” “Are failure rates trending up or down?” Sauce AI for Insights makes this possible.
Sauce AI for Insights is like adding a test data analyst to your team - without needing to increase headcount! Analyze test results in real-time to surface what matters most. Instead of cutting through raw data, your team can simply ask questions in natural language about builds, devices, or test stability and receive immediate, actionable answers.
Rich Actionable Answers
Your AI agent provides visual graphs, trend summaries, and direct links to test data so you can explore details and act fast, all from one place.
Context-Aware Insights
With the AI aware of your data, you can quickly ask specific questions and get the insights you need.
Conversational Interface
Ask your dedicated AI Agent in plain language and get instant answers. Sauce AI for Insights turns complex testing data into clear, accessible insights—no more queries, filters, or static dashboards.
Outcomes
Engineering Efficiency
Surface the most important trends and failures instantly, without manual digging. Experience up to 99% faster identification of root causes
Faster Decision-making
Engineering leaders and teams gain the confidence to approve releases sooner. Reduce debugging time from hours to minutes.
More Productive Teams
Developers and SDET’s spend less time investigating issues and more time creating value. Regain hundreds of engineering hours per team per month.
Accelerated Releases
By eliminating data overload and manual analysis, testing shifts from being a development bottleneck to a driver of speed with quality.
Sauce AI for Insights FAQs
What data do you use to train the model?
What data do you use to train the model?
The model is “off the shelf” with specialized customization using MCP tools and system prompts. No additional data is required for training, as the system is designed to function effectively with the built-in tools and processes available within the Sauce platform.
How does the agent ensure regulatory compliance (e.g., GDPR, HIPAA)?
How does the agent ensure regulatory compliance (e.g., GDPR, HIPAA)?
All data privacy and access protocols are aligned with the same stringent policies and permissions that govern the entire Sauce platform. This ensures compliance with applicable regulations.
What are average time savings for teams using this agent?
What are average time savings for teams using this agent?
The AI agent can significantly reduce the time spent on manual investigation and analysis of issues. Instead of sifting through complex logs or dashboards, teams can simply ask in plain language to identify and surface issues, potentially saving hours or even days of manual effort.
Which of our biggest business bottlenecks will this agent solve?
Which of our biggest business bottlenecks will this agent solve?
Manually investigating web and application testing issues is a time-consuming process that can take hours or even days. Sauce AI for Insights is designed to rapidly identify and surface these issues by simply asking in plain language without sifting through logs or dashboards.
How will it fundamentally change the day-to-day workflow of our employees?
How will it fundamentally change the day-to-day workflow of our employees?
Shifting the focus from manual data analysis and reporting to strategic action and decision-making. Sauce AI for Insights is an intelligent, conversational AI agent that transforms raw data into immediate, tailored, and actionable intelligence.
What level of data quality does the agent require to function effectively? If our data is messy or siloed, how much pre-work is necessary?
What level of data quality does the agent require to function effectively? If our data is messy or siloed, how much pre-work is necessary?
Since the AI agent operates within the Sauce platform, it requires no additional pre-work beyond the standard best practices for writing and executing tests. If your data is messy or siloed, following these best practices will maximize the AI agent’s effectiveness.
Can this agent handle our peak load? If we scale this solution across the entire enterprise or to thousands of customers, will the performance remain consistent?
Can this agent handle our peak load? If we scale this solution across the entire enterprise or to thousands of customers, will the performance remain consistent?
Yes, the AI agent is designed to scale seamlessly with the Sauce platform. Whether you're managing a small team or scaling to thousands of users, performance and efficiency will remain consistent due to the robust infrastructure behind the solution.
What kind of training is required for our internal teams (business users)?
What kind of training is required for our internal teams (business users)?
Minimal training is required for business users. The AI agent is designed to be user-friendly and intuitive, leveraging conversational language to simplify the process of generating insights.
