Infrastructure Optimized for Your ML workloads
Deploy and optimize AI Models in minutes. Enterprise-ready solutions for faster inference, lower costs, and seamless fine-tuning.
Optimized for Cost-Effectiveness and Performance
We create end-to-end frameworks and optimized building blocks that dramatically reduce the cost of running AI-powered applications. Our solutions leverage the unique characteristics of each individual use case and are available as fully managed services or reusable components that can be easily integrated into existing workflows.
High-performance GPU kernels for multiple platforms enable hardware-independent deployments
We build and improve on top of best-in-class solutions for fine-tuning and inference
Adaptive orchestration and scheduling advance the status quo for efficiency at scale
Efficient Task-Specific Models
Model specialization enables businesses to trade off small to moderate upfront costs for significant long-term savings by allowing the use of smaller, more efficient models tailored to well-defined tasks.
Generate high-quality synthetic data for a wide spectrum of problem spaces.
First class support for compression and distillation.
We configure and right-size custom models based on your data and problem statement.
Streamlined Adoption
Our platform explores the cost-performance spectrum to minimize costs while meeting your performance requirements. Additionally, we offer specialized assistance in optimizing your deployment architecture, including model selection, parallelism strategies, and data handling practices to achieve maximum efficiency.
Focus on application-specific concerns rather than low-level infrastructure details
Our platform integrates with any existing deployments, from fully on-premises to cloud-native.
Minimal disruption of existing workflows