Deploy and operate the intelligent stack.
Scale provides the infrastructure and tools to provision environments, orchestrate models, and run your applications seamlessly.

Built for the whole Scale platform, not just hosting.
Scale now covers repository workflows, infrastructure provisioning, hosted services, model testing paths, and the agent that ties them together.
Private repos and workflow control
Connect internal repositories, run workflows, and move from branch to release in one place.
One-click infrastructure setup
Provision compute, networking, storage, and supporting services from the same workflow.
Model infra for testing and evaluation
Set up repo-backed model workflows, hosted runtimes, and test infrastructure for evaluation loops.
An operator built into the platform
Use Scale Agent to inspect projects, provision infra, investigate issues, and coordinate work from one interface.
One dashboard for services, infra, sandboxes, repositories, and the agent.
Move from repo to runtime through one coordinated workflow. Repository activity, provisioning, deployments, model tests, and operations all stay on one path instead of being split across separate tools.
Repositories and workflows define what happens next.
Scale prepares infrastructure and environments.
Scale Agent inspects, acts, and keeps work moving.



Designed for the teams building and operating modern software.
Internal platform teams
Standardize onboarding, workflow templates, and environment setup across services.
Model and product teams
Run model tests, hosted runtimes, and experiments without a separate ops path.
Autonomous operations
Use Scale Agent for provisioning, debugging, deployment tasks, and ongoing operations.

Bring repositories, infrastructure, model workflows, and operations into one Scale surface.
Scale Agent is powerful because it lives inside a broader platform for workflow, provisioning, hosting, and testing.