Understand how users interact with your AI
Track prompts, responses, and model behavior across your LLM-powered applications.
Turn LLM usage into clear insights about quality, cost and performance.
Track Prompts & Responses
Capture every interaction with your LLM systems.
- Log user prompts, system messages, and model responses.
- Track metadata like model, temperature, tokens, and latency.
- Store structured and unstructured LLM data.
Quality & Output Analysis
Understand how well your AI performs.
- Review responses for relevance, accuracy, and tone.
- Flag low-quality or failed generations.
- Compare outputs across prompts and versions.
Cost & Token Monitoring
Control LLM spend and usage.
- Track token usage per user, feature, or model.
- Monitor latency and cost trends.
- Identify inefficient prompts and workflows.
Experimentation & Prompt Iteration
Improve prompts with real data.
- Compare prompt versions and system instructions.
- Run A/B tests on responses and workflows.
- Measure impact of changes on quality and usage.
Compliance & Governance
Build trustworthy AI systems.
- Audit prompt and response history.
- Control access to sensitive AI data.
- Support security and compliance requirements.
See root cause in minutes, not hours.
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