Q.What is Openlayer?
A.Openlayer is a testing and observability platform for ML that helps teams collaborate on finding issues in models and data, debugging them, and committing new versions.
O
Openlayer
★4.7
💬2099
💲Paid
Openlayer is an AI testing and observability platform that helps teams collaborate on finding and debugging issues in ML models and data. It provides unified AI evaluation, observability, and governance across the AI lifecycle, supports testing, monitoring, and governing AI systems, and integrates with existing workflows through Git, SDKs, and REST APIs.
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Platform
web
AI complianceAI evaluationAI governanceAI monitoringCI/CDData qualityDevOps
What is Openlayer?
Openlayer is an AI testing and observability platform designed for ML models and data. It provides a unified solution for AI evaluation, observability, and governance across the AI lifecycle, from ML to LLMs. The platform enables teams to collaborate on finding and debugging issues in models and data, commit new versions, and ensure a smooth transition from prototype to production through ongoing testing.
Core Technologies
- AI Evaluation
- Observability
- AI Governance
- ML Testing
- AI Monitoring
- LLMOps
- MLOps
- CI/CD
- DevOps
Key Capabilities
- AI evaluation
- Observability
- AI governance
- Testing and monitoring
- Collaboration
- Integration with Git, SDKs, and REST APIs
Use Cases
- Testing AI systems from ML to LLMs
- Monitoring production requests in real-time
- Debugging issues in models and data
- Ensuring AI compliance and governance
- Improving model performance through error analysis
- Streamlining evaluation and analysis of models
Core Benefits
- Unified platform for AI evaluation, observability, and governance
- Supports testing, monitoring, and governing AI systems
- Facilitates collaboration among team members
- Integrates with existing workflows and tools
- Offers customizable tests to avoid regressions
- Provides real-time tracking and alerts
Key Features
- AI evaluation
- Observability
- AI governance
- Testing and monitoring
- Collaboration
- Integration with Git, SDKs, and REST APIs
How to Use
- 1Integrate Openlayer with your existing workflow through Git, SDKs, and REST APIs.
- 2Create tests to evaluate AI systems.
- 3Monitor production requests in real-time.
- 4Trace system requests and annotate with feedback.
- 5Collaborate with your team in a shared workspace.
Pricing Plans
Basic
Ready to start for everyone
Enterprise
Tailored for larger businesses
Frequently Asked Questions
Q.What are the key features of Openlayer?
A.Key features include AI evaluation, observability, AI governance, testing and monitoring, collaboration, and integration with Git, SDKs, and REST APIs.
Q.How does Openlayer help with AI compliance?
A.Openlayer provides tools for AI compliance and governance, helping organizations test, monitor, and govern AI systems to meet regulatory requirements.
Q.What integrations does Openlayer support?
A.Openlayer integrates with Git, has SDKs in various programming languages, and works with every LLM provider. It is fully customizable via a CLI and REST API.
Pros & Cons (Reserved)
✓ Pros
- Unified platform for AI evaluation, observability, and governance
- Supports testing, monitoring, and governing AI systems
- Facilitates collaboration among team members
- Integrates with existing workflows and tools
- Offers customizable tests to avoid regressions
- Provides real-time tracking and alerts
✗ Cons
- May require initial setup and configuration
- Pricing may be a factor for smaller teams
- Some features may require enterprise-level plans
Alternatives
No alternatives found.