Automate Model Deployment

Deploy ML models to production in hours – not weeks. Transform models into intelligent, portable software functions that can be deployed to your app stack, in your environment, by your team.

AUTOMATION

Agility and Accessibility for ML Deployment

Shrink OPEX

Reduce complex human-intensive manual tasks and cloud costs.

Accelerate Time-to-Market

Deploy to production in hours – not 12 weeks.

Scale Innovation

Empowering app developers and Infrastructure teams to deploy ML into their existing workflows & environments.

Hardware Independence

Performance-portable to meet technical SLAs, business and customer needs.

OCTOML PLATFORM

Machine Learning for Machine Learning Deployment

Powered by ML for ML automation, the OctoML platform ingests your model and outputs an intelligent, hardware-independent model function. ML for ML detects and resolves dependencies, cleans and optimizes model code, accelerates, and packages the model for any hardware target. Model functions run at high performance on more than 80 cloud and edge targets, remaining stable and consistent even as hardware infrastructure changes.

OctoML CLI

The Power of AI/ML in Your Hands

DevOps ready

Unify separate development cycles for ML and traditional software into a single stream, with DevOps people and practices at the center.

Build your way

Work with your chosen model, development environment, developer tools, CI/CD framework, application stack and cloud.

Peak performance

Hit your speed and cost SLAs without specialized ML expertise and manual optimizations.

OctoML Customers and Partners

Performance Acceleration

Speed up your model's predictions automatically with state of the art optimization techniques including: quantization, operator fusion, constant-folding, static memory planning pass, and data layout transformations.

Portable Packaging

Deploy anywhere: clouds/servers, edge/IoT, client/PC, mobile. Production-ready packaging optimized for any of your hardware targets.

OctoML Blog

Read about our work

Jul 29, 2022

10 tips for OctoML CLI power users to fast-track your model deployments

The OctoML CLI is a sophisticated and powerful tool to fast-track your machine learning deployments. We wanted to share our favorite tips to get the most out of your accelerated ML containers.

Jun 21, 2022

New AI/ML Tool for Fans of Docker Compose and Kubernetes–OctoML CLI

We’re excited to share with you our first public release of OctoML CLI (v0.4.4) which provides an ML deployment workflow which should feel very familiar to anyone who uses Docker, Docker Compose and Kubernetes.