Platform Overview

Solti is an infrastructure-free batch execution and scheduling platform. It delivers the declarative power of Kubernetes Jobs and CronJobs, but without requiring clusters, node pools, or cloud infrastructure management.

Key Architectural Pillars

Zero-Infrastructure Operations

Submit jobs via CLI, REST API, or SDK. Solti handles compute provisioning, image pulling, storage mounting, execution, retries, and teardown automatically.

Intelligent Multi-Cloud Cost Optimization

The Scarcity optimization engine analyzes dynamic spot and on-demand pricing across AWS, GCP, and Azure to route workloads to the most cost-effective provider, region, and instance type.

1:1 Workload Isolation

Every job runs on a dedicated virtual machine instance running Ubuntu 24.04 with Docker and NVIDIA Container Toolkit, guaranteeing zero multi-tenant noisy-neighbor interference and full hardware predictability.

Unified Cloud Storage FUSE Mounts

Mount buckets across AWS S3, Google Cloud Storage, Azure Blob Storage, or Cloudflare R2 directly into your container's filesystem. See Mounting Storage Volumes.