OOF® AI Discovery Guide

Workplace Qualification & Authorization Verification

A problem-oriented guide for examining whether a person, role, or AI-supported workflow has defined qualifications, authority, permissions, and accountable conditions for a governed activity.

This guide is explanatory and non-executive. It directs readers to published OOF® references; it does not replace a context-specific legal, technical, safety, or operational assessment.

The real-world problem

A workplace may assign AI-supported tasks without a clear record of who is qualified, authorized, accountable, or permitted to make a particular decision.

Operational risks

  • A role, system, or workflow performs beyond its documented remit.
  • Qualification and authority are treated as the same condition.
  • Authorization records are outdated, incomplete, or not traceable to an accountable holder.
  • Human oversight is assumed rather than defined for an AI-supported activity.

OOF® methodological approach

  1. Identify the activity, responsible actor, and applicable role or system boundary.
  2. Separate qualification, authority, execution permission, and accountability conditions.
  3. Identify the records that would support a defined authorization status.
  4. Refer the question to canonical authority, accountability, and verification references.

Canonical reference path

These published references remain the primary sources. This guide does not redefine their terms, standards, or modules.

Illustrative applications

AI-assisted hiring review

A hiring workflow uses AI-assisted screening. The guide helps distinguish the system output, reviewer qualification, decision authority, and evidence of authorization.

Operational control room

A human operator uses an AI recommendation in a control workflow. The guide helps identify who may act, what permission applies, and what intervention authority remains available.

What can and cannot be verified

Potentially verifiable from supplied material

  • Role descriptions, authorization records, qualification documents, approval conditions, and decision records made available for review.
  • Whether supplied records identify an actor, action, scope, timing, and accountability path.

Not established by this guide alone

  • Professional competence not evidenced by available material.
  • Employment, legal, or regulatory determinations for a specific workplace or jurisdiction.

Frequently asked questions

Is qualification the same as authorization?

No. A person may be qualified yet not authorized for a particular action, and authorization may be conditional or time-bound.

Does this guide decide who may perform a regulated activity?

No. It provides a governance framing; applicable law, employer rules, and competent authorities determine such permissions.

Contact

For a reference or publication inquiry, use the OOF® contact route. OOF® is a non-executable methodological authority and does not present this guide as an implementation, certification, or performance service.