The easiest way to monitor ML models concept drift data drift performance data integrity bias & fairness in production

Get early detection & alerts for concept drift, data integrity and production issues. 

Build monitors for concept drift data drift model performance data integrity bias & fairness

Use Aporia’s ✨magical monitor builder with 50+ built-in monitors and live alerts.

Know exactly how your models are performing in production.

Get started in 2 minutes. Free to use.

ML Monitors dashboard
Model Activity
Prediction Drift
Data Drift
Missing Values
New Values
Value Range

The easiest way to monitor ML models
in production

Get early detection & alerts for concept drift, data integrity and production issues. 

How to monitor model performance in Aporia

Integrate Aporia

Define Monitors

Get Alerts Instantly

Install Aporia

Integrate ML Models

Customize Monitors

Get Alerts Instantly

Clear visibility to production ML

See a live view of all your models in one place. Keep an eye on model activity, inference trends, data behavior, actual model performance (F1, Precision, RMSE, etc.) and more.

Monitoring that's
almost as smart as you

Quickly build customizable monitors for drifting features and predictions, detect missing values, identify unexpected bias and define custom performance metrics in minutes. Live alerts are sent the second an issue arises to enable further investigation and root cause analysis.

Get to the root cause

Deep dive into your production models with quick and easy access to production data. Use Aporia’s advanced investigation toolbox like distribution comparison, data statistics and segment analysis to slice and dice your data.

Keep your models performing at their best

Runs in your VPC

Choose from managed on-prem, in your cloud or Aporia cloud deployment.

Detect drift, bias & integrity issues

Use built-in monitors and instant alerts to identify bias, drifting features, and underperformance.

Real-time monitoring

Track model activity, inference trends, data behavior, and actual model performance in one place.

Aporia helps you build your own model monitoring, with no additional overhead
We take care of DevOps, handling large scale data, real-time support, maintenance, with zero latency.

Build a monitoring solution your whole team can appreciate

Data Scientists

You know what should be monitored in your model better than anyone. Easily configure and customize monitors in minutes to match your models and use cases.

ML Engineers

Maintain full control over your production ML. Build a user-friendly monitoring system that detects concept drift, data integrity and performance issues.

Head of Data Science

Ensure models in production stay accurate and effective with a monitoring system that gives your team visibility over your production ML.

R&D

With Aporia’s on-VPC deployment, your team can quickly monitor all ML models in production – with minimal resources & no technical debt.

Aporia is a self-serve platform that’s free to use and open to everyone.

There are no sales calls or demos – unless you really want one.

Seamless integration with your ML stack

Answers for your ML & MLOps Questions

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Build monitoring for your models in minutes.