Lemma is an observability and reliability platform for AI agents. It ingests OpenTelemetry traces, shows span trees with timing, token, cost, and metadata, and flags silent semantic failures before users complain. The company says its system catches regressions, identifies root causes, and helps teams improve agent behavior over time.
Automate AI experiment configuration for faster setup; Analyze errors to improve prompt quality; Monitor performance across multiple AI experiments; Facilitate continuous learning from past experiments; Enable rapid iteration cycles for AI development
Co-Founder & CEO at Lemma (YC)
Co-Founder & COO at Lemma Research (YC)
Co-Founder / CEO at Lemma (YC F25)
Co-Founder at Lemma Marketing
Co-Founder at Lemma
Lemma offers a platform that automates the AI development lifecycle, focusing on enhancing prompt quality and system performance through systematic experimentation. Their main product offerings include:
Automated Experiment Setup: This feature allows users to quickly set up experiments without manual intervention, significantly speeding up the experimentation process.
Error Analysis Tools: These tools help identify and analyze errors in AI models, enabling teams to optimize their prompts and improve overall model performance.
Continuous Learning Systems: Lemma's platform supports ongoing learning, allowing AI models to adapt and improve over time based on new data and insights.
Real-Time Analytics: Users can access real-time data and insights, facilitating informed decision-making and timely adjustments to experiments.
Key Benefits:
These offerings are particularly beneficial for AI-native startups and enterprise engineering teams that require systematic experimentation capabilities to develop production-ready AI systems.
Serves leading AI teams with significant efficiency improvements; Offers a 14-day free trial with no setup required; Backed by engineers experienced in AI development challenges