Artificial Intelligence, Machine Learning, Deployment, Production
Get More Models to Production
OctoML is on a mission to make AI more accessible and sustainable so it can be used thoughtfully to improve lives. OctoML automates the model deployment process so companies can create smarter applications, faster
Automate Deployment to Any Hardware
OctoML transforms machine learning models into flexible, hardware-independent, production-ready software functions that can run in the cloud or at the edge. The SaaS platform generates an instantly accessible model-as-function with a stable API that bridges the gap between developers and ops. It integrates with existing DevOps workflows that don't require special ML expertise so you can bring all your resources to the table, not leave them on the sidelines. Customers shrink the model deployment times from weeks to hours.
Put Your DevOps Workflows to Work ML for ML automates the hardest parts of model deployment
OctoML enabled us to deliver a better and faster experience for our customers by delivering 2x performance improvement on our deep learning models. -Wilson Yu, Head of Advanced Technologies Group, AMD The Machine Learning for Machine Learning subsystem optimizes model code, accelerates the model to meet cost and speed SLAs, and intelligently bundles a complete cloud-deployment recipe. OctoML is continually training against the industry’s largest catalog of software libraries, ML engines and ML dependencies in combination with a fleet of edge and cloud targets to hone and deliver better results with each deployment.