Rogue Management Group LLC

If your AI cannot survive an audit, it does not belong on your shop floor.

RogueOS is a deterministic, locally executing governance framework. Every agent action is logged before it happens, provable against policy, and replayable bit for bit.

Sealed Provenance. Architecture first authored and filed December 2025. USPTO provisional applications 63/828,137 and 63/864,057. White Paper v1.2 published.
The Problem

When an agent does something wrong, who gets blamed, and can you prove what happened?

The Operator

You get blamed for a machine you cannot explain. The action already happened. The record is whatever the system chose to keep.

The Insurer

You cannot underwrite what you cannot reconstruct. Without a fixed record, every claim is a dispute about what the agent actually did.

The Auditor

A log that can be edited is not evidence. If an attacker can rewrite the history, the history proves nothing.

RogueOS converts every agent action into a signed, time-ordered, replayable fact.

The Architecture

Eight governance primitives

Three foundational primitives carry the guarantees. Five composed primitives build on them. The composed tier depends on the foundation beneath it.

COMPOSED TIER Builder's Permit Kernel Governance Engine Evidence Ledger Trust Fabric Persistent Runtime Identity DEPENDS ON FOUNDATIONAL TIER Write-Ahead Log recorded before it happens Immutable Permission Lattice only enumerated actions run Zero-Non-Determinism Sandbox same inputs, same run, always Every action passes down through the foundation. Logged, then checked against policy, then executed. Never the other way around.
F1

Write-Ahead Log

Every action is recorded before it can happen. History cannot be back-dated.

F2

Immutable Permission Lattice

Only enumerated actions can execute. Nothing outside the tree runs.

F3

Zero-Non-Determinism Sandbox

The same inputs always produce the same run, so any run can be reproduced.

C1

Builder's Permit Authorization Kernel

Every capability is granted by an explicit permit, checked before use.

C2

Governance Engine

Policy is enforced at runtime, not suggested after the fact.

C3

Evidence Ledger

Each decision becomes a signed, time-ordered, replayable fact.

C4

Trust Fabric

Identity and authority are verified for every action, not assumed.

C5

Persistent Runtime Identity

Execution is bound to a verifiable identity across the agent's lifetime.

Containment and Evidence

Two guarantees that hold when the machine is under attack

Most frameworks govern what an agent may do on a healthy host. The harder problem is what happens when the host is compromised. RogueOS is built for that case.

Guarantee 1

The agent cannot be turned against its owner.

A governed agent has no ambient authority. It can only perform actions a permit granted, and no permit can exceed the lattice it derives from. An attacker who reaches the host still cannot make the agent act outside its permit.

Guarantee 2

The record cannot be silently erased.

The log is append-only and sealed. An attacker cannot rewrite history, only break the chain, and a broken chain is detected in seconds. The absence of evidence becomes evidence of tampering.

Scope

What determinism means here

The governance path is deterministic and replayable. Model inference is not, and RogueOS does not pretend otherwise. Model inference is captured as a recorded input and output pair. The prompt hash, model hash, parameters, and seed are written to the log before any side effect. Replay verifies the decision chain, not the model's regenerated text.

This scope is stated plainly because honest boundaries are what make the strong guarantees believable. RogueOS is a governance and evidence framework, not an endpoint detection product. It does not prevent host compromise. It guarantees that a compromise cannot silently rewrite the record of what the governed agent did.

Evidence Posture

Your claim file writes itself

RogueOS is designed to satisfy Federal Rules of Evidence 901 and 902 for self-authenticating digital records. The record is a sealed, append-only log, an open verifier, and a notarized verifier hash. Reconstruction cost after an incident drops to near zero, because the evidence package existed before the incident did. The first billable hour starts at analysis, not collection.

Standards Alignment

Built to map cleanly onto emerging agent-governance work

The framework is designed to map cleanly onto the agent-governance direction taking shape at NIST and in the broader standards community. RogueOS makes no certification claim it has not earned. It offers a concrete, testable substrate that governance and audit tooling can build on.

Request a Technical Briefing

The deep material is gated

Trust math, policy DSL internals, and permit-derivation logic are available under NDA to qualified integrators, insurers, and standards bodies. Tell us what you are evaluating and we will follow up.

Send Briefing Request

This opens your email client addressed to stephen.zeitvogel@roguemgmtgroup.com with your details filled in. No data is stored on this page.