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DISPATCH 042 — STRUCTURE OVER STACK·FIELD NOTE — AUDITABLE BY DESIGN·DOCTRINE — DEFENSIBLE UNDER SCRUTINY·NEW SPRINT WINDOW OPEN · Q3·DISPATCH 042 — STRUCTURE OVER STACK·FIELD NOTE — AUDITABLE BY DESIGN·DOCTRINE — DEFENSIBLE UNDER SCRUTINY·NEW SPRINT WINDOW OPEN · Q3·
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Argus — The Define Stage

Agents aren't trustworthy.
They're auditable.

It starts with the audit — the evidence record a deployed AI agent is missing, resolved into a signed artifact a regulator, a board, or an inspector can reconstruct. That audit is the Define stage of Argus, a three‑stage pipeline that carries one risk signal from finding, to specification, to shipped fix. Joint IP, co‑owned with SprintiQ.

STRIDE + FMEA + NIST AI RMF · SIGNED ARTIFACT + M7 JSON SPINE · DEFINE → SPECIFY → BUILD

The accountability gap

“The model decided” is not a reconstructable reason.

An agent makes a determination. Months later someone — an examiner, opposing counsel, a board committee — asks the system to reconstruct why that specific determination was made, and a well‑built deployment returns a state snapshot: what it held, not the reasoning that produced the outcome, and nothing attributable across the human‑to‑agent handoff. That gap is not a logging problem. It is an architecture problem — and Argus produces the record that closes it.

Provenance & position

One signal, traceable from finding to shipped fix.

Argus is joint intellectual property, co‑owned by Atlas North Institute and SprintiQ Inc. — a single architected pipeline of three stages. The Define audit runs on a knowledge engine grounded in established sources, so every finding traces to a real source, not a model's opinion. That traceability is what holds up when the people who came asking are the ones the answer has to satisfy.

Engine of record
ArgusThree-stage pipeline
OwnershipJoint IP · Atlas North × SprintiQ
Entry stageDefine — audit, runs first
Define groundingFour-library knowledge engine
Finding provenanceSource-cited, not asserted
Define — audit
The audit
Produces the signed artifact and M7 JSON spine.
Specify — Prestruct
The spec
Prestruct turns the spine into a build‑ready spec.
Build — SprintiQ Turbo
The build
Turbo executes directly from the spec.
The worked example — don't take the claim

Built for the audit, not the demo.

Most of this field asserts that its systems are auditable. Argus shows you one. Below is the Define stage walked end to end — agent graph, STRIDE, FMEA, NIST maturity, remediation roadmap, and the signed artifact with the M7 spine that feeds the rest of the pipeline. Seven modals, no sales call required.

◆ Self-guided · runs in your browser

The Define stage, end to end.

A worked audit of an agent system, scope to signed artifact and M7 spine — the same method every Argus engagement opens with. Walk it at your own pace; nothing is gated.

SUBJECT, GRAPH & FINDINGS SYNTHETIC · PROPRIETARY ENGINES REFERENCED, NOT EXPOSED
Walk the audit
What the engagement delivers

Built to drop into the record, not the slide deck.

01Signed audit artifact
Trust verdict, typed agent graph, dispositioned findings, maturity scorecard — counter‑signed at each gate.
02M7 JSON spine
The machine‑readable record the Specify stage builds the spec from.
03Sequenced remediation roadmap
Ordered by risk priority, each item naming what it fixes and its maturity delta.
04Methodology pin & custody hash
Tamper‑evident and reproducible by construction.
The joint venture

Two firms. One method.

Argus is operated jointly across the venture. SprintiQ Inc. runs the Agent Trust Audit as a named practice and holds SDVOSB set‑aside eligibility; the same engine, the same artifact, appears on both sites — by design.

Engagement scoping

Architect for the audit before there is one.

Every engagement begins with a free briefing — ninety minutes to map the system underneath the noise. If a deployed agent is making determinations someone could one day ask you to defend, that is where it starts.