Architecture Ecosystem: Structured Reality Standards™
Architecture Family: VALIDOS™ — Validation Governance Architecture
Parent Standard: Validation State Governance Standard (VSGS)
Operational Layer: Validation State Governance Layer
Category: AI & Interpretation
Subcategory: Validation Governance
Type: Parent Standard Module
Governed Space: Validation State Assignment & Eligibility
Version: 1.0
Status: Canonical · Open Module
Effective Date: 12 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 State Assignment & Eligibility

Canonical Definition

Validation State Assignment & Eligibility Module (VSAEM) defines the
governance framework for determining whether a Validation Object is
eligible to receive, retain, or enter a formal Validation State and
for assigning that state on the basis of applicable Validation
Determinations, object identity, object version, Validation Purpose,
Validation Scope, Validation Depth, determination conditions,
restrictions, limitations, effective applicability, and current
object equivalence.

It establishes the controlled transition from:

What the validation demonstrated

to: What Validation State the object may legitimately hold.

Operational Role

VSAEM serves as the first internal governance space of the
Validation State Governance Standard.

The preceding Parent Standard, Validation Determination Standard
(VDTS), establishes the formal Overall Validation Determination.

VSAEM asks:

Can that determination legitimately govern the current Validation
Object, and if so, what Validation State is the object eligible
to receive?

The governed progression is:

Validation Determination → Determination Applicability → Object
Identity Confirmation → Version Alignment → Scope Alignment →
Condition Assessment → State Eligibility Assessment → State
Assignment → State Assignment Record

VSAEM prevents a Validation Determination from becoming a Validation
State automatically.

Module Operational Space

VSAEM governs:

• Validation State eligibility,
• determination applicability,
• state assignment,
• object-state identity,
• object version alignment,
• determination-to-object linkage,
• Validation Purpose alignment,
• Validation Scope alignment,
• Validation Depth alignment,
• condition alignment,
• restriction alignment,
• limitation preservation,
• determination effective applicability,
• state eligibility criteria,
• state assignment logic,
• state assignment authority,
• state assignment confidence,
• state assignment uncertainty,
• partial-state eligibility,
• conditional-state eligibility,
• multidimensional state eligibility,
• state assignment rejection,
• state assignment deferral,
• and assignment traceability.

Module Function

VSAEM applies after a formal Validation Determination exists or when
a Validation Object must be assessed for entry into a governed
Validation State.

Its function is to prevent:

• Positive Validation Determination automatically becoming Validated State,
• determinations from one object being applied to another,
• determinations from one version being silently transferred to another,
• validation scope being expanded during state assignment,
• conditional determinations becoming unconditional states,
• expired or inapplicable determinations supporting current states,
• Validation Depth being overstated,
• determination restrictions being discarded,
• partial determinations becoming global states,
• unresolved object equivalence being ignored,
• and historical validation being represented as current validation without applicability assessment.

State Eligibility

Validation State Eligibility means that sufficient governed
conditions exist for a Validation Object to enter a particular
Validation State.

Eligibility does not itself constitute assignment.

The architecture therefore distinguishes:

State Eligible

from:

State Assigned

This permits assessment before formal lifecycle status changes.

Determination Applicability

Before state assignment, VSAEM establishes whether the relevant
Validation Determination remains applicable to the object
being classified.

Determination Applicability may depend upon:

• exact object identity,
• object version,
• Validation Purpose,
• Validation Scope,
• Validation Depth,
• time,
• environment,
• configuration,
• population,
• dependencies,
• determination conditions,
• restrictions,
• and unresolved limitations.

Applicable Validation Determination

An Applicable Validation Determination is a determination whose
governed boundaries sufficiently correspond to the Validation Object
and the state being considered.

A determination may remain historically legitimate while no longer
being applicable to current state assignment.

Therefore:

Historically Valid Determination ≠ Currently
Applicable Determination

Determination Applicability Status

VSAEM may classify determination applicability as:

Applicable

The determination sufficiently corresponds to the current object and
proposed state scope.

Conditionally Applicable

The determination applies only subject to explicit conditions
or restrictions.

Partially Applicable

The determination applies only to a defined part of the object or
intended state scope.

Applicability Undetermined

Available information is insufficient to establish whether the
determination applies.

Not Applicable

The determination cannot legitimately support the proposed current
Validation State.

Object Identity Confirmation

State assignment must identify the Validation Object to which the
determination belongs.

The architecture asks:

Is this the same object that was validated?

Identity confirmation may involve:

• object identifier,
• system identity,
• model identity,
• dataset identity,
• component identity,
• configuration identity,
• provenance,
• ownership or custody where relevant,
• and other identity anchors.

Object Identity Mismatch

Where the current object cannot be sufficiently connected to the
validated object, the determination should not
automatically transfer.

Possible responses include:

• State Assignment Deferred,
• Validation Required,
• Revalidation Required,
• or Object Identity Resolution Required.

Object Version Alignment

Even where identity remains the same, version may change.

VSAEM therefore asks:

Does the Validation Determination apply to this version of
the object?

Possible relationships include:

Exact Version Match

Governed Equivalent Version

Conditionally Equivalent Version

Version Equivalence Undetermined

Materially Different Version

Exact Version Match

An Exact Version Match provides the strongest direct basis for state
assignment where other eligibility conditions remain satisfied.

Governed Equivalent Version

A different version may still qualify where a governed equivalence
assessment establishes that the change does not materially affect
the validation basis.

This prevents unnecessary full revalidation for immaterial changes.

Version Equivalence Is Not Assumed

VALIDOS™ establishes:

Same Product Name ≠ Same Validation Object State

and:

New Version ≠ Automatically Validation Equivalent

Version continuity must be methodologically justified
where material.

Validation Purpose Alignment

A determination produced for one Validation Purpose should not
automatically support a state used for another purpose.

For example:

Validated for experimental evaluation

does not automatically mean:

Validated for autonomous operational deployment

VSAEM preserves purpose boundaries during state assignment.

Validation Scope Alignment

State scope cannot exceed the scope supported by the
applicable determination.

If the determination covers:

Population A

the state cannot silently become:

All Populations

If the determination covers:

Subsystem X

the state cannot automatically become:

Entire System Validated

Scope Compatibility

Scope may be classified as:

Fully Aligned

Conditionally Aligned

Partially Aligned

Alignment Undetermined

or:

Not Aligned

This status contributes to state eligibility.

Validation Depth Alignment

A state should preserve the assurance depth actually supported.

For example:

A Preliminary Validation Determination cannot legitimately support
representation equivalent to High-Assurance Validation.

VSAEM therefore carries Validation Depth into state assignment.

Determination Condition Assessment

Conditional determinations require assessment of whether their
conditions are currently satisfied.

For each material condition, VSAEM asks:

Does the current Validation Object satisfy the condition required
for the determination to apply?

Possible condition statuses include:

Condition Satisfied

Condition Conditionally Satisfied

Condition Not Satisfied

Condition Undetermined

Condition Failure

If a required determination condition is not satisfied, the object
may be ineligible for the state that would otherwise follow from
the determination.

For example:

Positive only with Human Override

plus:

Human Override Not Available

cannot legitimately become:

Validated for unrestricted autonomous operation

Restriction Preservation

Determination restrictions must survive state assignment.

A restriction such as:

Not validated outside Environment A

cannot disappear when the object receives its Validation State.

VSAEM preserves restrictions as part of the state basis.

Limitation Preservation

Known determination limitations also remain connected to
state assignment.

A Validation State should not imply that known limitations were
resolved merely because the determination has been converted into a
lifecycle state.

Temporal Applicability

VSAEM assesses whether the determination remains
temporally applicable.

This may depend upon:

• determination validity period,
• state assignment deadline,
• object-change history,
• evidence age,
• regulatory requirements,
• or domain-specific temporal conditions.

Determination Age Is Not Automatically Expiration

An old determination is not automatically invalid.

Likewise, a recent determination is not automatically current.

Temporal applicability depends upon the governed validity model.

Positive Determination Eligibility

A Positive Validation Determination may make an object eligible for:

Validated

where:

• determination applicability is established,
• object identity is confirmed,
• version alignment is sufficient,
• scope is aligned,
• required conditions remain satisfied,
• applicable restrictions are preserved,
• no lifecycle disqualifier exists,
• and no material unresolved state uncertainty prevents assignment.

Conditional Determination Eligibility

A Conditional Validation Determination normally makes an object
eligible for:

Conditionally Validated

within the exact conditions supported.

VSAEM should not remove conditionality merely because the condition
is currently satisfied.

The state remains conditional where continued satisfaction is
required for continued validity.

Partial Determination Eligibility

A Partial Validation Determination may support:

Partially Validated

where the validated portion can be clearly distinguished from:

• unvalidated portions,
• negative portions,
• conditional portions,
• or indeterminate portions.

Negative Determination Eligibility

A Negative Validation Determination does not create a universal
automatic state rule.

Its state effect depends upon context.

For an object undergoing first validation, the appropriate state
may remain:

Validation Required

or another governed status.

For an object previously Validated, a new applicable Negative
Determination may trigger:

Validation Suspended

Invalidated or:

Revalidation Required

depending upon the lifecycle basis.

The later VSGS modules govern those transitions in detail.

Indeterminate Determination Eligibility

An Indeterminate Validation Determination cannot support
unrestricted Validated State.

Possible eligible states may include:

• Validation Pending,
• Validation Conflicted,
• Validation Suspended,
• Revalidation Required,
• or Validation Required.

The appropriate state depends upon the object's prior state and
determination context.

State Eligibility Matrix

VSAEM may establish a formal State Eligibility Matrix linking:

Determination Type

to:

Potential Validation States

subject to applicability conditions.

For example:

Positive Determination → Validated / Partially Validated

Conditional Determination → Conditionally Validated /
Partially Validated

Partial Determination → Partially Validated

Indeterminate Determination → Validation Pending / Validation
Conflicted / Revalidation Required

Negative Determination → Validation Required / Validation Suspended
/ Invalidated / Revalidation Required

These mappings are governance pathways, not automatic
universal conversions.

State Assignment Logic

A formal State Assignment should preserve the logic:

Applicable Determination

Correct Object

Compatible Version Compatible Purpose

Supported Scope

Supported Depth

Satisfied Conditions

Preserved Restrictions & Limitations

No Disqualifying State Condition

=

Eligible Validation State

This relationship is methodological rather than purely arithmetic.

State Assignment

Once eligibility is established, the Validation Object may receive a
formal Validation State.

The assigned state should identify:

• state classification,
• object,
• version,
• scope,
• depth,
• conditions,
• restrictions,
• limitations,
• determination basis,
• effective point,
• and applicable lifecycle requirements.

State Assignment Effective Point

State assignment should have an identifiable effective point.

The effective point may differ from the original validation date.

For example:

Validation completed: 1 August

Determination issued: 3 August

State approved and activated: 5 August

These are different lifecycle events.

State Assignment Authority

Where formal authority is required, VSAEM may establish:

• assignment authority,
• approval authority,
• delegated authority,
• automated assignment authority,
• required competence,
• required independence,
• and authority scope.

VSAEM does not create legal or regulatory authority.

State Assignment Rejection

A proposed state assignment should be rejected where the governed
basis does not support it.

Examples include:

• wrong Validation Object,
• incompatible version,
• unsupported scope,
• insufficient Validation Depth,
• unmet mandatory condition,
• expired applicability,
• or materially unresolved equivalence.

State Assignment Rejection Is Not Validation Failure

VALIDOS™ establishes:

State Assignment Rejected ≠ Object Failed Validation

The problem may concern applicability rather than
object performance.

For example, a determination for Version 2 cannot automatically
support Version 3.

That does not demonstrate Version 3 fails.

It demonstrates that the proposed state lacks sufficient
validation basis.

State Assignment Deferral

Assignment may be deferred where the basis may become
sufficient after:

• identity clarification,
• version comparison,
• condition verification,
• scope clarification,
• additional evidence,
• or another limited governance action.

Deferral avoids forcing premature state classification.

State Assignment Uncertainty

Where uncertainty exists concerning applicability, VSAEM evaluates
whether it is:

• immaterial,
• tolerable,
• conditionally tolerable,
• state-limiting,
• or state-blocking.

State-blocking uncertainty prevents assignment of the
proposed state.

Partial State Assignment

Where only part of the proposed state scope is eligible, VSAEM may
assign a bounded partial state.

For example:

Partially Validated — Functions A and B

while:

Function C — Validation Required

This is preferable to overstating the entire object.

Multidimensional State Assignment

Where validation dimensions are independently governable, VSAEM may
assign multiple state dimensions.

For example:

Performance: Validated

Safety: Conditionally Validated

Autonomy: Validation Required

Cybersecurity: Validation Pending

This allows state representation to preserve structural differences.

Hierarchical State Assignment

For complex systems, assignment may occur at:

Component → Subsystem → System

A system-level state should not be inferred merely because
individual components possess positive states.

The relationships between component states must support the
higher-level assignment.

Inherited Validation State

VALIDOS™ should treat inherited validation cautiously.

A component's Validation State may contribute to a larger object's
validation basis.

But: Validated Component ≠ Validated System

Integration, configuration, dependencies, and system behavior may
introduce new validation requirements.

Transferred Validation State

A Validation State should not automatically transfer because an
object is:

• copied,
• deployed elsewhere,
• transferred between organizations,
• migrated,
• replicated,
• or embedded in another system.

Transfer requires preservation of the conditions that made the
original state applicable.

State Assignment and Current Reality

Before assignment, the state basis should correspond sufficiently to
the current operational reality of the object.

A determination should not produce an active current state where
known material reality has already diverged from the
validated conditions.

State Assignment Record

A formal Validation State Assignment Record may preserve:

• State Assignment Identifier,
• Validation Object,
• object version,
• applicable Validation Determination,
• Determination Applicability Status,
• Validation Purpose alignment,
• Validation Scope alignment,
• Validation Depth,
• condition status,
• restrictions,
• limitations,
• object equivalence status,
• state eligibility result,
• assigned Validation State,
• assignment rationale,
• assignment authority where applicable,
• effective point,
• and sufficient traceability.

State Eligibility Result

A formal State Eligibility Result may be:

Eligible

Conditionally Eligible

Partially Eligible

Eligibility Undetermined or:

Not Eligible

This result should precede formal state assignment
where appropriate.

State Assignment Rationale

The assignment rationale should explain why the proposed state
follows from the governed basis.

For example:

Conditionally Validated because the applicable Conditional
Validation Determination remains valid for Version 4.2 within
Environment A while continuous human override remains available.

This is substantially more meaningful than:

Status: Validated

State Assignment Transparency

A qualified reviewer should be able to reconstruct:

Which determination supported the state?

Which object and version were assessed?

Which scope applies?

Which conditions remain?

Which restrictions remain?

Why was this particular state assigned?

Automated State Eligibility Assessment

Where rules are sufficiently explicit, eligibility assessment may
be automated.

An automated system may verify:

• object version,
• determination version,
• scope,
• expiration,
• configuration,
• required controls,
• or other machine-readable conditions.

AI-Assisted State Eligibility Assessment

AI may assist with:

• determination-to-object comparison,
• version-difference analysis,
• scope mapping,
• condition extraction,
• restriction detection,
• and eligibility rationale preparation.

AI assistance must not silently expand the applicability of
the determination.

Eligibility Reassessment

State eligibility may need reassessment where:

• object version changes,
• scope changes,
• conditions change,
• new determination appears,
• previous determination is corrected,
• or new information affects applicability.

Eligibility is therefore not necessarily a one-time judgment.

Determination Supersession

Where a newer applicable Validation Determination supersedes the
determination supporting the current state, VSAEM should identify
the new state eligibility basis.

The previous determination remains historically traceable.

Competing Determinations

Where multiple determinations could potentially support state
assignment, VSAEM should establish:

• which determination is current,
• whether scopes overlap,
• whether one supersedes another,
• whether they can coexist,
• and whether conflict prevents state assignment.

Competing determinations must not be selected merely according to
which produces the preferred state.

No Determination Basis

Where no applicable determination exists, VSAEM should not fabricate
a Validation State implying successful validation.

Depending upon lifecycle context, the object may instead hold:

Validation Required

or:

Validation Pending

Minimum Implementation Framework

1. Identify Proposed Validation State

Define the state being considered.

2. Identify Applicable Validation Determination

Establish the determination proposed to support the state.

3. Confirm Validation Object Identity

Verify that the determination belongs to the relevant object.

4. Assess Version Alignment

Determine whether the current object version remains covered.

5. Assess Purpose & Scope Alignment

Ensure that state purpose and scope do not exceed the determination.

6. Preserve Validation Depth

Carry forward the achieved assurance depth.

7. Assess Conditions

Determine whether all material applicability conditions
are satisfied.

8. Preserve Restrictions & Limitations

Ensure they survive state assignment.

9. Assess State Eligibility

Classify eligibility as:

• Eligible,
• Conditionally Eligible,
• Partially Eligible,
• Eligibility Undetermined,
• or Not Eligible.

10. Assign the Validation State

Where sufficient eligibility exists, formally establish the
appropriate state.

11. Establish Effective Point

Record when the assigned state becomes active.

12. Preserve Assignment Traceability

Maintain:

• object identity,
• version,
• determination basis,
• applicability assessment,
• purpose,
• scope,
• depth,
• conditions,
• restrictions,
• limitations,
• eligibility,
• state,
• rationale,
• authority,
• effective point,
• and sufficient lifecycle continuity.

Governance Outputs

VSAEM may produce:

• Validation Determination Applicability Assessment,
• Applicable Validation Determination Record,
• Determination Applicability Status,
• Validation Object Identity Confirmation,
• Object Version Alignment Record,
• Validation Equivalence Reference,
• Validation Purpose Alignment Record,
• Validation Scope Alignment Record,
• Validation Depth Alignment Record,
• Determination Condition Assessment,
• Determination Restriction Continuity Record,
• Determination Limitation Continuity Record,
• Temporal Applicability Assessment,
• Validation State Eligibility Assessment,
• Validation State Eligibility Result,
• Validation State Eligibility Matrix,
• Validation State Assignment,
• Partial State Assignment,
• Conditional State Assignment,
• Multidimensional State Assignment,
• Hierarchical State Assignment,
• State Assignment Rejection Record,
• State Assignment Deferral Record,
• State Assignment Uncertainty Record,
• State Assignment Rationale,
• State Assignment Authority Record,
• Validation State Effective Point,
• and Validation State Assignment Record.

Use Case 1 — AI Model Update

Scenario

AI Model Version 3.0 received a Positive Validation Determination.

Version 3.1 is now proposed for deployment.

The only change is a documentation update with no change to:

• model weights,
• architecture,
• data,
• execution environment,
• dependencies,
• or behavior.

Application

VSAEM confirms object identity and evaluates version alignment.

A governed equivalence assessment establishes that the change is
immaterial to the validation basis.

Result Version 3.1 may remain eligible for the applicable Validation
State without automatically requiring complete revalidation.

The equivalence basis remains traceable.

Use Case 2 — Healthcare AI

Scenario

A diagnostic system received a Positive Validation Determination for
adult patients.

The organization proposes:

Validation State: Validated

for all patients.

Application

VSAEM compares the proposed state scope with the
determination scope.

Pediatric patients were not included in the validation basis.

Result

Universal Validated State is rejected.

The system may instead receive:

Validated — Adult Population

while pediatric use remains outside the validated state scope.

Use Case 3 — Autonomous System

Scenario

An autonomous system received a Conditional Validation Determination
requiring continuous human override capability.

The same system is later configured for fully autonomous operation
without human override.

Application

Object identity remains unchanged.

However, a mandatory determination condition is no longer satisfied.

Result

VSAEM prevents the Conditional Validation Determination from
supporting the proposed current Validated State.

The system requires state reassessment and potentially revalidation.

Architectural Position

Validation State Assignment & Eligibility is the first internal
governance space of the Validation State Governance Standard (VSGS).

The VALIDOS™ progression now extends: Overall
Validation Determination

↓

Determination Applicability

↓

State Eligibility

↓

Validation State Assignment

VSAEM establishes:

Whether the validation conclusion can legitimately become a current
Validation State.

The next VSGS governance stage can then ask:

Once a Validation State has been assigned, what exact scope,
conditions, restrictions, validity boundaries, and lifecycle
constraints define that state?

The VSGS internal progression therefore begins:

State Assignment & Eligibility → State Conditions & Applicability →
Material Change & State Monitoring → State Transition & Revalidation
Triggering → State Continuity & Lifecycle Record

Foundational Principle

A Validation Determination should become a current Validation State
only when the determination still applies to the same object,
version, purpose, scope, depth, conditions, and reality that the
state claims to represent.

Canonical Closing Statement

Validation State Assignment & Eligibility Module establishes the
entry layer of Validation State Governance within VALIDOS™ by
governing the methodological transition from a completed Validation
Determination to a current Validation State. Through determination
applicability, object identity confirmation, version alignment,
purpose and scope alignment, Validation Depth preservation,
condition assessment, restriction and limitation continuity,
eligibility classification, state assignment, effective-point
establishment, and traceability, VSAEM ensures that no Validation
Object may inherit, retain, or receive a validation state broader,
stronger, newer, or more certain than the governed determination
basis can legitimately support.

→ Validation State Governance Standard

→ About Validation State Governance Standard