Ultimus Agentic Infrastructure

Everything is a form of context.

Agents do not need more tools. They need better context. Adjective is a context engineering company. We serve context both ways: to agentic systems, and to the people who run them.

Most stacks are organized by product. Ours is organized by where context comes from and where it goes. That is why nothing here is sold as a standalone name. Each piece is a module of Ultimus, and each one tears away.

Context in

Internal environments and codebases
External sources
Ultimus' own activity

Efficiency
Safety
Reliability
Utility

Context out

Agentic systems learn
People review

↺ Ultimus' activity is collected, adapted, and enriched

One layer manages and enriches all three. It signs and verifies what enters, routes it through a single API and MCP gateway, and keeps the record.

Where context comes from

Three sources. One gate.

Internal environments and codebases

What is true about how you work. Architecture, constraints, dependencies, read across every codebase and system.

External sources

What is true about the world. For each source you care about, we create a discrete feed: structured, scored, and live.

Ultimus' own activity

Everything Ultimus does is collected, vectorized, and added back to our API and MCP layer. The next task starts with what the last one learned.

Four perspectives

Ultimus sits in the center of four perspectives.

Every decision it makes is checked against all four.

Efficiency: What the work costs, in tokens, dollars, and carbon.
Safety: What it is allowed to do, signed and verified.
Reliability: What is true, and whether the result holds up against your tests.
Utility: What it is worth: whether the work moved the outcome that matters.

Two readers, one record

Agents and people read the same numbers.

Context flows out two ways. To agentic systems, as structured context over API and MCP. To people, as reports they can read, audit, and act on. Both consume the same resources, so both see the same numbers: token rates, cost, and environmental statistics like carbon. Both use them to adapt.

For agents

{
  "scope": "31 sessions, Ultimus on an open-weight model",
  "output_tokens": 593257,
  "cost_usd": 0.83,
  "gco2e_per_1k_output": 0.35,
  "carbon_basis": "estimated"
}

An agent reads it to choose a cheaper path or a lighter model.

For people

593,257
Output tokens: $0.83
Total cost: 0.35 g
CO₂e per 1k output tokens, estimated

A person reads it to change a workflow, a model, or a budget.

The figures are real, from the Ultimus cost benchmark; the format is illustrative. Cost is measured; carbon is an estimate. See how they were produced

The modules

Tear away what you need.

Each module is tearaway. Add one to a deployment you already run, or take the whole of Ultimus. We can augment your current projects, or fully manage a standalone product.

Under one banner

Augment what you run, or let us manage your autonomous system.

Add a module to a deployment you already have, or hand us a standalone product to run end to end. The signing and verification authority is available on the CDAO Tradewinds Solutions Marketplace.

Book 30-Minute Briefing CDAO Tradewinds The cost benchmark

Everything is a form of context.

Three sources. One gate.

Internal environments and codebases

External sources

Ultimus' own activity

Ultimus sits in the center of four perspectives.

Agents and people read the same numbers.

Tear away what you need.

Internal Context Feeds

External Context Feeds

Context Management

The Ultimus Harness

Augment what you run, or let us manage your autonomous system.