Architecture Ecosystem: Structured Reality Standards™
Architecture Family: VALIDOS™ — Validation Governance Architecture
Parent Standard: Validation Object Standard (VOBS)
Operational Layer: Validation Object Governance Layer
Category: AI & Interpretation
Subcategory: Validation Governance
Type: Parent Standard Module
Governed Space: Validation Object Version
Version: 1.0
Status: Canonical · Open Module
Effective Date: 7 August 2026
Compatibility: OOF® Methodology OS™ · GOA™ · OBIDENITY® · INTEGROS®
· ORA™ · AGA™ · AIG® · CLIA® · MGIA™ · ASGA™ · RIS™
AI-Readable: Yes
Authority: OOF®
Protection: MIP® — Methodological Intellectual Property
Canonical Language: English (UCL™)

Governed Space

Validation Object Version

Canonical Definition

Validation Object Version Module (VOVM) defines the governance
framework for identifying, distinguishing, recording, maintaining,
and tracing the specific version, configuration, release, state, or
temporal representation of a Validation Object to which validation
governance applies.

It establishes the conditions necessary to ensure that validation
determinations remain associated with the exact object version
examined and are not automatically transferred to materially
different versions, configurations, states, releases, or
subsequent modifications.

Operational Role

VOVM governs the version layer of Validation Object governance.

Its role is to establish which exact representation of the
Validation Object is subject to validation and to preserve the
relationship between that representation and all subsequent
validation activities, determinations, states, and
reliance decisions.

VOVM ensures that object evolution does not silently detach a
validation result from the object version that originally
produced it.

Module Operational Space

VOVM governs:

• Validation Object version identification,
• configuration identification,
• release identification,
• operational-state identification,
• temporal representation,
• version differentiation,
• version continuity,
• version transitions,
• material version change,
• version traceability,
• validation-version linkage,
• and version applicability.

Module Function

VOVM applies wherever a Validation Object can change over time or
exist in multiple versions, configurations, releases, states, or
operational representations.

Its function is to prevent:

• validation of an unidentified version,
• confusion between different object releases,
• uncontrolled transfer of validation results between versions,
• reliance on validation after material object modification,
• loss of historical version traceability,
• ambiguity regarding which configuration was examined,
• and incorrect attribution of a validation determination to a later or different object state.

Minimum Implementation Framework

1. Identify the Validation Version

Establish the exact version, configuration, release, operational
state, temporal representation, or other relevant object instance to
which validation applies.

2. Establish Version Reference Create a sufficiently persistent
reference capable of linking the Validation Object version to
subsequent validation activities and records.

The reference may include, where applicable:

• version number,
• release identifier,
• configuration identifier,
• build reference,
• model checkpoint,
• dataset edition,
• document revision,
• system state,
• effective period,
• timestamp,
• or another appropriate version reference.

3. Determine Material Version Difference

Establish whether differences between object versions are materially
relevant to validation.

A change should be considered material where it may alter:

• object characteristics,
• validation criteria applicability,
• evidence applicability,
• operational behavior,
• dependencies,
• validation conclusions,
• validation state,
• or permitted reliance.

4. Govern Version Transition

Where the Validation Object changes, determine whether the
existing validation:

• remains applicable,
• remains applicable under conditions,
• requires restricted reliance,
• requires partial revalidation,
• requires complete revalidation,
• or no longer applies.

5. Preserve Version Traceability

Maintain sufficient records to reconstruct:

• which version was validated,
• when that version existed,
• which configuration was examined,
• which changes subsequently occurred,
• whether those changes were material,
• which validation determination applied,
• and when applicability changed.

Version Applicability Principle

A validation determination belongs to the Validation Object version
that was actually examined.

Similarity between two versions does not by itself establish
validation equivalence.

Where a later version differs materially from the validated version,
continued reliance must be governed rather than assumed.

Material Change Governance

VOVM distinguishes ordinary object evolution from changes capable of
affecting validation applicability.

Material changes may include:

• model retraining,
• dataset replacement,
• algorithm modification,
• software updates,
• configuration changes,
• component replacement,
• policy revision,
• process redesign,
• dependency changes,
• operational-environment changes,
• or changes to another validation-relevant characteristic.

The existence of a material change does not automatically mean that
the new version is invalid.

It means that the applicability of the previous validation
determination must be reconsidered.

Use Case 1 — AI Model Update

Scenario

An AI model receives a new training update after its previous
version has completed validation.

Application

VOVM identifies the newly deployed model as a distinct version,
records the relationship to the previously validated model, and
determines whether the modifications are materially relevant to the
existing validation.

Result

The previous validation cannot silently transfer to the updated
model. Its continued applicability becomes an explicit
governance determination.

Use Case 2 — Dataset Revision

Scenario

A dataset used within a regulated analytical process is periodically
corrected and expanded.

Application

VOVM establishes separate version references for each materially
relevant dataset revision and preserves the validation history
associated with each version.

Result

Users can determine exactly which dataset version was validated and
whether an existing validation determination remains applicable to
the dataset currently in use.

Canonical Closing Statement

Validation Object Version Module establishes the canonical
governance framework for connecting validation to the exact version,
configuration, release, state, or temporal representation of the
object examined. By governing version identification,
differentiation, transition, material change, applicability, and
traceability, VOVM prevents validation determinations from being
silently transferred across materially different object versions and
preserves reliable validation continuity throughout
object evolution.

→ Validation Object Standard

→ About Validation Object Standard