ROBERT DURANIV
RDIV / STRATEGY / RESEARCHLIVE ARCHIVE

R/IV / SOVEREIGN INTELLIGENCE

MAP THE MACHINE LAYER BEFORE IT BECOMES A SINGLE POINT OF FAILURE.

Map AI model, cloud, compute, data, vendor, procurement, continuity, and replacement dependencies before convenience becomes institutional lock-in.

[ COMMERCIAL SERVICE ]

Models and model providers; cloud and compute; critical data sources; embedded vendors and APIs; procurement and licensing constraints; logging and audit access; replacement options; continuity risks; concentration; and dependencies that may be difficult to see from the user interface.

01

What you receive

A dependency map, documented control gaps, replacement constraints, unresolved questions, and a prioritized decision list. The low-cost AI Dependency Scan is the entry product; deeper managed work can expand the record when internal documentation or interviews are required.

02

Why it matters

An organization can retain formal decision authority while losing practical control over the systems that make the decision possible. Dependency analysis is designed to locate that gap before an outage, vendor change, security event, policy shift, or contractual dispute exposes it.

[ NEXT STEP ]

RUN THE AI DEPENDENCY SCAN

$99 one-time. Consequential findings remain human-reviewed and bounded to the admitted record.

[ SERVICE BOUNDARY ]

BOUNDED EVIDENCE.
NO FALSE CERTAINTY.

R/IV reports state what the reviewed record supports, conflicts with, or leaves unresolved. They are not legal, medical, accounting, investment, or regulatory advice unless separately contracted for that purpose.