The most advanced ML Observability platform
Building an ML platform is nothing like putting together Ikea furniture; obviously, Ikea is way more difficult. However, they both, similarly, include many different parts that help create value when put together. As every organization sets out on a unique path to building its own machine learning platform, taking on the project of building a […]
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We’re excited 😁 to share that Forbes has named Aporia a Next Billion-Dollar Company. This recognition comes on the heels of our recent $25 million Series A funding and is a huge testament that Aporia’s mission and the need for trust in AI are more relevant than ever. We are very proud to be listed […]
Proactive monitoring ensures your production models maintain high performance and reliability. Quickly detect drift, bias, performance degradation, and other production issues before they impact your business.
Want to ensure your model is not making biased predictions against Gotham City residents between the age of 25 to 40?
Zoom into specific data segments to track model behavior. Identify unexpected bias, underperformance, drifting features and integrity issues.
Aporia also offers important data segments automatically – not necessarily where Batman lives
Create monitors for your ML models in production with our magically simple monitor builder and get alerts instantly for issues like concept drift, performance degradation and more.
Using MLFlow or Weighis & Baiases for experiment tracking? Want to get alerts on Slack or Microsoft Teams? Already have an existing infra monitoring solution like Prometheus & Grafana? No problem.
Sync your experiment IDs to Aporia to monitor and investigate different versions of your models.
Send alerts directly to a Slack channel.
Send alerts directly to your Microsoft Teams channels.
Automatically create JIRA tickets from Aporia.
Send alerts and metrics to New Relic, and correlate your ML alerts with engineering incidents.
Create a live dashboard in Grafana for your ML models.
Visualize ML-related metrics from Aporia using Prometheus & Grafana.
Create customizable monitoring for your models running on Sagemaker using Aporia.