Confident AI (YC W25) is a leading platform for evaluating large language model (LLM) applications. The company provides tools for teams to evaluate, test, benchmark, optimize, monitor, and red-team their LLM solutions, applying best-in-class metrics and guardrails to ensure reliability and quality at scale.
Confident AI is powered by DeepEval, a widely adopted open-source LLM evaluation framework. Over 5 million evaluations have been run through the platform, making it a trusted choice for organizations ranging from fast-growing startups to established enterprises. DeepEval's popularity in the AI community is underscored by its use at companies like Microsoft and Boston Consulting Group (BCG).
What does Confident AI offer?
The core of Confident AI's offering is a robust suite of tools for:
- Evaluating LLM outputs using quantitative and qualitative metrics
- Benchmarking model performance across different datasets or use cases
- Optimizing and testing LLM applications prior to deployment
- Monitoring production LLMs for ongoing performance and safety
- Red-teaming and applying guardrails to catch errors or unsafe behavior
The platform is designed to help teams build trustworthy, production-grade LLM applications with confidence.
Who uses Confident AI?
Confident AI serves both startups and large enterprises developing or deploying LLM-based applications. Notable customers include Booking, Accenture, Cisco, and Toyota. Its tools are relevant to technical teams, AI researchers, and product managers seeking to ensure that their LLM systems are robust, safe, and effective in real-world settings.
How was Confident AI started?
Confident AI was founded by a small group of engineers and researchers with experience at top technology companies and academic institutions, including Google, Microsoft, and Princeton. Their technical backgrounds inform the company's focus on rigorous, scalable, and reliable LLM evaluation. The founding team remains closely involved in operations and product development.
What makes Confident AI different?
Confident AI stands out for its integration with DeepEval, a proven evaluation framework in the LLM space. The platform's emphasis on both best-in-class metrics and operational guardrails makes it a comprehensive solution for teams that need to move quickly while maintaining quality and safety in their AI deployments.
More information about Confident AI can be found on their website and the DeepEval GitHub repository.
Use PromptLoop to Uncover Company Data
Looking for more company insights like this? PromptLoop helps you go deeper, providing unique data points and analysis on companies like Confident AI (YC W25) and many others. Automate your research and find the information that matters most. Discover how PromptLoop can accelerate your market intelligence. Get A Free Demo to learn more.