AUTOMATION
Reduce complex human-intensive manual tasks and cloud costs.
Deploy to production in hours – not 12 weeks.
Empowering app developers and Infrastructure teams to deploy ML into their existing workflows & environments.
Performance-portable to meet technical SLAs, business and customer needs.
OCTOML PLATFORM
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
Unify separate development cycles for ML and traditional software into a single stream, with DevOps people and practices at the center.
Work with your chosen model, development environment, developer tools, CI/CD framework, application stack and cloud.
Hit your speed and cost SLAs without specialized ML expertise and manual optimizations.
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.
Sep 19, 2022
Reduce AI/ML Production Workload Costs More Than 70% by Automating Hardware Independence with OctoML
In the current economic climate, our customer conversations have begun to shift from AI innovation to AI/ML budgets, as technology and business leaders explore all avenues for cost savings.
Sep 19, 2022
Reduce AI/ML Production Workload Costs More Than 70% by Automating Hardware Independence with OctoML
In the current economic climate, our customer conversations have begun to shift from AI innovation to AI/ML budgets, as technology and business leaders explore all avenues for cost savings.
