Instrument Specification · Version 0.1

Vordan Accountability Framework

The organizational audit. Six modules evaluated through direct access, practitioner interviews, and evidence production under defined timeframes. Produces the Accountability Gap Score out of 100.

VAF Version 0.1 Active Organizational Access Required Gap Score / 100

What the VAF measures

The VAF evaluates the accountability architecture of organizations deploying technology and AI systems. It asks not whether governance documentation exists, but whether governance is functional: whether it operates in practice, under pressure, in the hands of the people responsible for it.

The VAF is conducted through direct organizational access. It requires a scoping protocol, a surface map of every active technology and AI deployment, a stratified sample selection, practitioner interviews conducted without organizational representatives present, evidence production under defined timeframes, and sequential signature gates. An organization cannot self-report its way to an Active status on any component. Evidence is the only currency the VAF accepts.

The instrument is available to organizations that engage Vordan directly for a formal assessment. Inquiries should be directed to hello@vordan.co.

Module 01

Origin

Every significant technology and AI deployment decision must be traceable to an identifiable source with legible reasoning and documented context, verifiable by someone outside the team that made it.

Module 02

Voice

The people closest to the risk must have a defined, protected, and functional path to be heard before significant decisions are made. Voice infrastructure is not a communications channel. It is a governance channel.

Module 03

Traceability

Every significant decision leaves a complete, tamper-resistant, independently navigable trail, sufficient to allow full decision history reconstruction by someone with no prior knowledge of the deployment, team, or context.

Module 04

Timing

Accountability thinking must enter the deployment lifecycle at the design stage, not as a gate check at the end of build. Activities clustered at deployment are documentation. Activities distributed from concept are governance.

Module 05

Response

The organization must be structurally capable of acknowledging a breakdown, correcting it visibly, and demonstrating that correction occurred, independently of external pressure or public visibility.

Module 06

Transparency

The accountability architecture must be visible to the people operating inside it. The picture practitioners carry must materially match the picture the evidence shows. Optimistic divergence is more dangerous than ignorance.

Evidentiary principles

Principle I

Evidence over assertion

An organization's description of a process is not evidence that the process exists or functions. Evidence is a record, log, document, system output, or observable action that exists independently of the organization's characterization of it.

Principle II

Independence over familiarity

Evidence must be interpretable by the assessor without explanation from the organization. Records requiring insider knowledge to interpret are documented as traceability failures regardless of their content.

Principle III

Pattern over performance

A single clean example does not establish Active status for any component. The pattern across the full stratified sample determines the component state. One well-documented decision in a sample of fifty does not produce Active.

Principle IV

Evidence production timeframe

Evidence not produced within the agreed timeframe defaults to the tier below for the relevant question. Standard timeframe: 48 hours. This is agreed at scoping and does not change during the assessment.

The Gap Score

Gap Distance

100

How it works

The Accountability Gap Score is the distance between an organization's current accountability posture and full Active status across all six modules. A score of 0 means no gap: full Active across every component in the stratified sample. A score of 100 means fully Absent across all components. The goal is not a perfect score. The goal is a documented trajectory of closing the distance: visible, revisable, and comparable across assessment cycles.

"The organizations that will handle what's coming are the ones that designate ownership before a regulator assigns it for them."

The VAF is available to organizations that engage Vordan directly. Assessments are handled confidentially. The workbook and full methodology are provided to the assessed organization upon engagement.

For governance readiness assessments, post-audit gap reviews, or formal VAF inquiries, reach out directly.

Inquire about a VAF assessment →