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 […]
Aporia is the perfect partner for data scientists and ML engineers looking to monitor, explain, and showcase the value of production ML.
Easily analyze model performance and gain valuable insights from your production data with single pane of glass visibility. Identify areas for improvement by tracking key metrics, like precision, f1 score, recall, and AUC.
Ensure your KPIs meet the business goals and better facilitate collaboration when alerts sound off in production.
Effectively diagnose the underlying causes of performance issues or errors in production. Gain valuable insights into where and when the issues originated and effortlessly expedite retraining.
Simulate ‘what if?’ scenarios to measure feature impact and explain predictions to business leaders, partners, and customers with XAI.
Stay vigilant of the model’s behavior in production to gain insight into the effects of changes to the model or its data inputs.
Quickly detect concept and data drift, monitor for performance degradation and data integrity issues, and ensure unexpected bias doesn’t impact model predictions. Guarantee your models are producing reliable and accurate predictions in real-world scenarios.
