distributed deep learning,
no headaches.
spin up scalable machine learning infrastructure in minutes
Blitz lets anyone launch distributed ML pipelines without writing a single line of code. Provision compute across cloud, on-prem, or hybrid clusters while focusing entirely on your models and experiments.
Why blitz?
Blitz enables teams to run ML workloads end-to-end without programming models or managing infrastructure. Deploy pipelines anywhere — cloud, on-prem, or hybrid — with full automation and minimal setup.
Run ML workloads across any combination of cloud, on-prem, or hybrid machines without writing orchestration code.
Declarative workflow definitions instantly generate compute, storage, and networking, eliminating DevOps overhead.
Engineered from scratch in C++ with low-latency schedulers and optimized transport for massive throughput.
Everything from networking to storage works out-of-the-box. Deploy without headaches.
A True Technology Platform
- Distributed execution across cloud, on-prem, or hybrid environments
- Automatic job replication for fault tolerance
- Real-time node health monitoring
- Optimized task scheduling for low-latency workloads
- Auto-provision compute, storage, and networking from workflow definitions
- Hybrid and multi-cloud support without Kubernetes or Terraform
- End-to-end orchestration without coding
- Visual no-code pipeline editor
- One-click deployment and experiment management
- Automatic data movement between nodes
- Support for multiple ML frameworks
- C++ core for high throughput scheduling
- Optimized transport and storage for large datasets
- Real-time metrics and logging
- Minimal overhead on compute nodes
Real-Time DAG Visualization
Track ML tasks as they flow across cloud, on-prem, and hybrid environments.
Real-time insights into cluster activity and pipeline performance.
Who Is blitz For?
Designed for teams of all sizes—from researchers to enterprise ML teams.
Join the Pilot Program
Get early access to Blitz and see your distributed ML workflows in action. Receive dedicated support while shaping features that matter to real teams.
Hands-On Support
Dedicated onboarding and priority help to get your first pipelines running fast.
Early Access & Influence
Test features first and help shape the product roadmap for real ML workflows.
The Team
Say Hello 👋
Got a question or just curious about Blitz? Send us a message!