ROBERT DURANIV
RDIV / STRATEGY / RESEARCHLIVE ARCHIVE

R/IV / MANAGED AI RISK

A SERIOUS AI RISK ANSWER BEFORE A LARGE AUDIT.

Assess one AI workflow for dependencies, material risks, control gaps, unresolved questions, and next verification steps. Fixed-price managed brief: $995.

[ COMMERCIAL SERVICE ]

One defined AI workflow, vendor or model dependencies, control gaps, evidence available to verify material claims, operational exposure, continuity questions, unresolved risk, and the best next verification step.

01

What you receive

A human-reviewed executive finding, workflow boundary, dependency map, risk/control table, unresolved questions, source notes where available, and recommended next action.

02

Best use

Use this when the question is more consequential than a low-cost scan but not yet ready for a full verification sprint, audit, diligence project, or ongoing monitoring program.

03

Boundary

This is not a certification, legal opinion, penetration test, or guarantee. The brief is bounded to supplied workflow details, public documentation, and reviewed source notes where available.

[ NEXT STEP ]

ORDER THE AI RISK BRIEF

$995 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.