Openlayer
Openlayer is an advanced AI testing and observability platform designed for machine learning models and data management.
About Openlayer
Openlayer offers a comprehensive testing and observability solution tailored for enterprise AI workflows. It facilitates collaboration in diagnosing and resolving issues in models and datasets, supporting seamless version management. The platform provides unified AI evaluation, observability, and governance from initial development to deployment, including large language models. It enables continuous testing, monitoring, and governance, ensuring reliable AI system performance. With integrations for Git, SDKs, and multiple LLM providers, Openlayer is customizable through CLI and REST API for flexible deployment.
How to Use
Utilize Openlayer to test, observe, and govern your AI systems effortlessly. Integrate with your existing workflow via Git, SDKs, and REST APIs. Create comprehensive tests, monitor real-time production requests, trace system behavior, annotate feedback, and collaborate seamlessly within a shared workspace environment.
Features
- Comprehensive AI evaluation and testing
- Real-time system monitoring
- Seamless integration with Git, SDKs, and APIs
- Team collaboration tools
- AI governance and compliance
- Full observability of AI processes
Use Cases
- Enhance model accuracy with detailed error analysis
- Test and validate AI systems from ML to LLMs
- Monitor AI performance in production environments
- Ensure regulatory compliance for AI applications
- Streamline model evaluation and debugging
- Identify and resolve issues in models and data
Best For
Pros
- Provides real-time alerts and tracking
- Integrates smoothly with existing tools
- Unified platform for evaluation, observability, and governance
- Supports comprehensive testing and monitoring
- Enhances team collaboration
- Offers customizable testing options
Cons
- Pricing may be challenging for smaller teams
- Initial setup can require effort
- Some features are limited to enterprise plans
Pricing Plans
Choose the perfect plan. All plans include 24/7 support.