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Openlayer

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AI governance and observability platform with 100+ automated tests and real-time guardrails to evaluate and monitor ML/LLM systems.

What it does

Openlayer is an AI governance and observability platform for ML and LLM systems. It offers 100+ automated tests, offline evaluation, real-time monitoring and guardrails against issues like prompt injection, PII leakage and hallucinations, plus data-quality checks and compliance alignment (ISO 42001, NIST, EU AI Act).

How to use: Openlayer can be used to test, monitor, and govern AI systems. It integrates with your existing workflow through Git, SDKs, and REST APIs. You can create tests, monitor production requests, trace system requests in real-time, annotate requests with feedback, and collaborate with your team in a shared workspace.

Core features

100+ automated AI tests
Offline evaluation and CI/CD for AI
Real-time observability and tracing
Guardrails against PII leaks, injection, hallucination
Data-quality and drift monitoring
Compliance/governance alignment
Git, SDK, CLI and REST API integration

Best for

→Evaluate models before production
→Monitor live AI systems for issues
→Prevent unsafe or non-compliant outputs
→Catch data drift and quality problems

Pricing

Basic
Free
Toolspool rankingby monthly traffic

Tutorials

Step-by-step: exactly how to get things done with it.

OpenLayers Introduction for Beginners
Geospatial School · 52K views