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. Aporia’s Explainable AI makes it easy to understand Customer LTV predictions and ensures your business can trust model predictions. Effortlessly investigate datapoints to gain insights on how to improve LTV predictions and increase profits.Gain valuable insights with Aporia’s Explainable AI and easly share them with relevant stakeholders. Simulate “What if” situations and learn which features drive the most impact on your recommendations.
Improve models in production
Know the why behind your model's predictions
Create automated & customized monitoring tailored to your specific use cases and models
Create automated & customized
See a live view of all models in one place
Instantly detect data drift, bias & data integrity issues
See why data scientists, ML engineers, and R&D love using Aporia.
ML Engineering Team Lead
“As a company with AI at its core, we take our models in production seriously. Aporia allows us to gain full visibility into our models’ performance and take full control of it.”
VP R&D
“ML models are sensitive when it comes to application production data. This unique quality of AI necessitates a dedicated monitoring system to ensure their reliability. I anticipate that similar to application production workloads, monitoring ML models will – and should – become an industry standard.”
General Manager AIOps
“With Aporia’s customizable ML monitoring, data science teams can easily build ML monitoring that fits their unique models and use cases. This is key to ensuring models are benefiting their organizations as intended. This truly is the next generation of MLOps observability.”
Co-Founder | VP R&D
“ML predictions are becoming more and more critical in the business flow. While training and benchmarking are fairly standardized, real-time production monitoring is still a visibility black hole. Monitoring ML models is as essential as monitoring your server’s response time. Aporia tackles this challenge head on.”
Data Scientist
“We develop and deploy models that impact students’ lives across the country, so it’s crucial that we have good insight into model quality while ensuring data privacy. Aporia made it easy for us to monitor our models in production and conduct root cause analysis when we detect anomalous data.”
“As an early stage startup, starting to launch ML models in the fintech sector, monitoring the predictions and changes in our data is critical, and Aporia has made it easy by providing the right integrations and is easy to use.”
