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Context Management.
Authority & Gateway
The control point. It manages and enriches the context between your internal environments and codebases, your external feeds, and Ultimus' own activity. It is the sign-and-verify authority, and the MCP and API gateway, for everything that emits from any of them. Every high-consequence action is signed into a mathematically unforgeable log, and exact token consumption, compute costs, and carbon intensity are tracked using zero-knowledge patterns, giving you audit-ready financial and ESG reporting without exposing proprietary data.
- Signs and verifies high-consequence actions
- Gateways what emits from environments and feeds
- Enriches context with Ultimus' own activity
- Tracks tokens, cost, and carbon
When an agent acts, someone will ask who authorized it, what it cost, and what limits it kept. This layer answers with proof, not a log file someone could edit.
Three sources, one gate
Context arrives from three places. Your internal environments and codebases. External sources, as discrete feeds. And Ultimus’ own activity. This layer sits between all three and does two jobs.
- Authority. Every high-consequence action is signed into a mathematically unforgeable log, and verified.
- Gateway. Everything that emits from your environments and your feeds passes through one MCP and API gateway, so it is managed in one place.
Context that gets better
Everything Ultimus does is collected, vectorized, and added back to the API and MCP layer. The context is enriched by the work itself. The next task starts with what the last one learned.
Numbers both readers can use
Exact token consumption, compute cost, and carbon intensity are tracked as the work runs, for agents and for people. Zero-knowledge patterns keep your proprietary data out of the report. The result is audit-ready financial and ESG reporting that reveals what the auditor needs and nothing else.
The record behind explainable AI
Explainable AI needs something to explain. This layer keeps it: what the agent did, who authorized it, what it cost, which boundaries held. Responsible AI stops being a policy and becomes evidence.
Critical Infrastructure ready
The signing and verification authority provides the cryptographic primitive that makes automated Authority to Operate (ATO) possible in federal environments. It is available on the CDAO Tradewinds Solutions Marketplace. See the proof.
Questions.
What does Context Management do?
Two jobs. It is the sign-and-verify authority, and it is the MCP and API gateway for everything that emits from your environments, your feeds, and Ultimus itself. It also enriches that context as it flows.
How does Ultimus' own activity become context?
Everything Ultimus does is collected, vectorized, and added back to the API and MCP layer. The next task starts with what the last one learned.
What is the gateway?
The single place where what emits from your environments and feeds is managed. Traffic comes through one MCP and API gateway, so it can be controlled, signed, and verified in one place.
What does it record?
Every high-consequence action, signed into a mathematically unforgeable log. It also tracks exact token consumption, compute costs, and carbon intensity, for agents and for people.
How does it keep proprietary data private?
It uses zero-knowledge patterns. You get audit-ready financial and ESG reporting without exposing proprietary data.
How does it support explainable AI?
Explainable AI needs a record of what an agent did. Every high-consequence action is signed into an unforgeable log with its cost and provenance, so any agent decision can be traced and explained after the fact.
Is it approved for federal work?
The signing and verification authority is Critical Infrastructure ready. It provides the cryptographic primitive that makes automated Authority to Operate (ATO) possible in federal environments, and it is available on the CDAO Tradewinds Solutions Marketplace.
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The Ultimus Harness