Software ran the organization. Now intelligence does. Who controls it?

Tracston

Infrastructure for the Intelligent Organization.

Tracston is the platform that governs, runs and observes AI across your organization: every model request controlled, people and agents working together, and your whole estate in one view.

What Tracston is

One system for the intelligent organization.

Organizations are about to run on thousands of agents, models and automated decisions. Tracston is the infrastructure underneath them. One layer decides what AI may do. One place lets people and agents work together. One view covers everything they touch.

Control

Imperium

Intelligence needs boundaries.

Every AI request passes through Imperium. Identity, data classification, policy, budget and risk are checked before a model is chosen. Sensitive data stays inside, costs stay predictable and unknown tools never execute.

Explore Imperium →

Work

Otopia

Work needs shared context.

Otopia is the workplace where people and agents share tasks, context and approvals. Agents branch the work into parallel steps. People set the limits and sign off where it matters.

Explore Otopia →

Observe

Observatory

Autonomy needs visibility.

Observatory maps the whole estate: infrastructure, applications, agents and the people who own them. A failing query can be traced from symptom to root cause across every layer, in one view.

Explore Observatory →

Architecture

Runs where your data lives.

Tracston deploys on-premises, in private or public cloud, at the edge and in air-gapped environments, with local models alongside external ones. Policy decides which requests stay local and which may leave.

Imperium governs every route. Otopia coordinates the work that flows over it. Observatory sees the whole environment, from a single host to the business service it supports.

See it in actionScroll through one organization, from a single agent to a governed AI request.

  1. One agent.It reads a mailbox, calls a model and writes to a system. Easy to watch.
  2. 200+ agents.Every team ships its own. They delegate to each other, and each one needs an owner.
  3. Thousands of requests.Every request carries data, a cost and a risk, and each is decided in milliseconds.
  4. The entire infrastructure.Agents touch the same hosts, databases and applications your business already runs on.
  5. Every organization like it.This is not one company’s problem. It is how every organization will soon run.
  6. One failing query.When something breaks, you need the path from symptom to cause, through people, agents and systems.

The organization

One organization.
Seven ways to see it.

The same living model, whether you are asking who owns an agent, what a model call costs or where the risk sits.

People. Every agent answers to one of them.48 people in 8 departments own, approve and override what the agents do.

Agents. 215 of them, each traced to an owner.Root agents delegate to sub-agents, and a fleet runs routine work around the clock.

AI. Every model call is a flow you can follow.Four models, two of them outside the boundary. You can see exactly which requests reach them.

Business. What the organization actually runs on.Checkout, payments, CRM, support and more, mapped to the agents and systems behind them.

Infrastructure. Four environments, one view.Hosts, databases and applications, connected to the work that depends on them.

Security. Untrusted tools, classified data, one unknown agent.Risk shows up where it lives, not in a separate report.

Cost. $48,200 / month → with Imperium routing, compression, local models and caching

Intelligence needs boundaries.

Imperium · Control

Imperium sits between your organization and every model. Each request is checked for identity, trust, data, policy, budget, model, risk and execution rights before it runs. Policy decides the route, not the prompt.

Legal asks for a contract summary. The data is classified, so external models are closed and the request runs on a local model inside the boundary.

Sales wants 400 product descriptions. The budget would be exceeded, so Imperium compresses the context and reroutes to a cheaper model that still meets the quality bar.

An agent tries to export every CRM contact to an unknown tool. The tool is untrusted and the data is personal. The request is stopped and its owner is notified.

Finance wants this week’s market news. The knowledge is public and nothing sensitive is attached, so the external route is approved.

Scenario

Imperium

Every AI request governed, routed and accounted for.

Explore Imperium

A request capsule leaves a person, reaches an agent and passes eight inspections: identity, trust, data, policy, budget, model, risk and execution rights. Policy, not the prompt, decides which model route it may take.

Humans set the limits.

See Tracston running on an organization like yours: your agents, your models, your estate.