PERFORMANCE MONITORING

Powerful observability on your ML models throughout their lifecycles.

Introduce traceable processes for full observability and monitor the pre- and post-production performance of your ML models.

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Experiment Tracking

Organize your model experiments in the Layer Model Catalog. Log your metadata (metrics, parameters, charts, images) and compare them with advanced version-diffing.

Post-Production Monitoring

ML Models are not just about training metrics and parameters. Layer enables you to monitor your models over time in production. Track and terminate model degradation issues.

Attribute Business KPIs

Ever wondered how ML Models affect your business? Develop and attribute your business KPIs to models with Layer. Compare to find out which version of your model has more impact.

Dependency Monitoring

Automatically track lineage between your versioned entities

Maximize your resources for high scalability with infra-agnostic pipelines

Have confidence and transparency in your team’s work by using versioned entities to reproduce experiments and guarantee the same results.

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Stay on top of model performance issues

Alerting

Set custom thresholds to your monitoring parameters (train metrics, business KPIs, model drift) to better inform model retraining.

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Enable true collaboration

Semantic Versioning

Layer tracks and semantically versions all your model experiments. It helps you compare your experiments and have in-depth visibility of your model's performance through iterations.

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Empower your data team

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Explore our other
product features.

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Ai Management

Centralized location for AI management across the enterprise, as well as a way to identify any duplication of efforts and opportunities for cost savings

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Easy Access

Easy way to access performance
and audit logs for compliance purposes

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Controls

Role-based access controls and better approach for managing AI security

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