Raindrop AI is a monitoring platform designed for AI agents, providing alerts and insights into agent behavior. It helps AI engineers identify and fix issues in their AI products, ensuring optimal performance and user experience.
Key Features:
- Issue Detection: Define custom issues and receive real-time Slack alerts when they occur.
- Step-by-Step Tracing: Trace the execution of AI agents to identify the root cause of issues.
- A/B Testing: Experiment with different prompts and models to optimize agent performance.
- Semantic Search: Quickly find relevant events and patterns in your AI data.
- Regex Signals: Define custom signals to track specific behaviors.
- PII Guard: Customized PII Redaction that maintains visibility without compromising privacy.
- Deep Search: Find and track anything, across millions of events.
Use Cases:
- Monitoring AI agents for silent failures.
- Detecting and visualizing abnormal trajectories.
- Identifying user frustration and complaints.
- Tracking the performance of new models in production.
- Ensuring data privacy with PII redaction.
- A/B testing prompts and models to improve agent behavior.
