Openlayer

Openlayer is an advanced AI testing and observability platform designed for machine learning models and data management.

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AI Testing AI Monitor Large Language Models (LLMs)AI Developer Tools AI Workflow AI Project 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

MLOps engineersAI developersData scientistsAI governance teamsML engineersDevOps professionals

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 for your needs. All plans include 24/7 support and regular updates.

Basic

Accessible for all users to get started easily

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Enterprise

Customized plans for large-scale organizations

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Frequently Asked Questions

Find answers to common questions about Openlayer

What is Openlayer?

Openlayer is an AI testing and observability platform that helps teams identify, debug, and improve models and data, supporting collaboration and continuous deployment.

What are the main features of Openlayer?

Key features include AI evaluation, real-time observability, governance tools, testing and monitoring, and seamless integration with development tools.

How does Openlayer support AI compliance?

It provides governance and monitoring tools that help organizations ensure their AI systems meet regulatory and ethical standards.

Which integrations does Openlayer offer?

Openlayer integrates with Git, offers SDKs in multiple languages, and works with all major LLM providers, with full customization via CLI and REST API.

Can Openlayer improve model performance?

Yes, it enables error analysis, continuous testing, and monitoring, which help improve the accuracy and reliability of AI models.