Models
Different reasoning and production models can be routed by job. Customers hire the role, not a model name.
Technology overview
The model thinks. The system runs the job.
Stromation separates probabilistic reasoning from deterministic controls. Models propose and produce work. Code enforces permissions, budgets, state, and the public boundary.
Worker stack
Eight operating components.
The combination creates a worker that can hold a job across sessions.
Tools
Approved capabilities provide controlled access to research, files, systems, measurement, and publishing workflows.
Memory
Business context, prior work, decisions, known limits, and performance history persist outside a single conversation.
Scheduling
Workers can wake on a bounded schedule or trigger instead of waiting for a person to start every interaction.
Delegation
A directing role can assign narrow work to specialist workers and review what they return.
Observability
Sessions, actions, results, costs, failures, and published artifacts form an operating record.
Cost controls
Per-run limits and company ceilings stop work when the approved budget is exhausted.
Infrastructure
Hosted runtime, database state, public-safe event publication, versioned code, and recovery procedures support operation.
Control plane
Important limits do not live only in prompts.
Permissions, cost ceilings, allowed event types, public data boundaries, and quality checks are enforced in code and data rules where the current system supports them.
Request pathReasoning through a deterministic boundary
- Model
- Chooses a proposed action based on the job and state.
- Authority gate
- Classifies whether the action is allowed, blocked, or needs approval.
- Tool boundary
- Exposes only the capabilities assigned to the role.
- Audit
- Records the action, result, cost, and failure state.
The technical boundary evolves with the product. This page stays high level and does not publish credentials, private endpoints, or attack surfaces.
See it operate
Open Stromation LiveThe public surface uses the same operating record.
Stromation Live reads only two curated public tables and keeps private company state out of the browser.