Validation State Governance Standard
Standard ID: VSGS
OriginID: OOF-OID-AI-VALIDOS-VSGS-2026-08-12-0009
Architecture: VALIDOS™ — Validation Governance Architecture
Category: AI & Interpretation
Subcategory: Validation Governance
Type: Parent Standard
Governed Space: Validation State Governance
Version: 1.0
Status: Canonical · Open Standard
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™)
Canonical Definition Extension
A Validation Determination describes what a governed validationevent demonstrated.
A Validation State describes the current formal validation condition
of the Validation Object.
These are not the same.
A system may receive a Positive Validation Determination today.
Tomorrow:
- the object may change,
- its configuration may change,
- relevant evidence may become outdated,
- a source may become unreliable,
- an operational environment may materially change,
- a validation condition may no longer hold,
- the determination may expire,
- or new contradictory information may emerge.
The original determination remains historically valid as a record of
what the validation event demonstrated.
But the Validation State of the object may no longer
remain unchanged.
Validation State Governance Standard therefore governs
the transition:
Validation Determination → Validation State → Validation State
Change → Validation State Continuity
The standard establishes the conditions necessary to determine:
- which Validation Determination governs the current object state,
- whether the determination remains applicable,
- whether the Validation Object remains materially equivalent to the validated object,
- whether determination conditions remain satisfied,
- whether temporal validity remains active,
- whether material change has occurred,
- whether new evidence or information affects the state,
- whether revalidation is required,
- whether the current state must be restricted,
- whether the state must be suspended,
- whether prior validation has expired,
- whether validation has been invalidated,
- whether a newer determination supersedes an earlier state,
- and what formal Validation State the Validation Object currently holds.
VSGS does not determine whether reliance upon that state
is permitted.
It governs the current validation condition of the object itself.
Purpose
The purpose of Validation State Governance Standard is to preventhistorical validation conclusions from being treated as
permanently current.
The standard addresses a fundamental lifecycle problem:
Validated once does not mean validated forever.
Validation Objects evolve.
Systems change.
Models are updated.
Data changes.
Dependencies change.
Operating environments change.
Threat conditions change.
Regulatory requirements change.
Evidence ages.
New information appears.
Validation State Governance ensures that validation remains
connected to the current reality of the Validation Object rather
than only to a historical validation event.
Governance Objective
VSGS establishes a governed Validation State layer capable ofmaintaining a current and traceable validation condition across the
complete lifecycle of a Validation Object.
The standard seeks to ensure that:
- every formal Validation State is connected to a legitimate Validation Determination,
- Validation State remains object-specific,
- Validation State remains version-specific where required,
- scope and conditions remain attached,
- state validity periods remain visible,
- state changes are governed,
- material object changes are detected,
- revalidation triggers are identifiable,
- outdated determinations do not remain silently active,
- suspended states remain distinguishable from invalidated states,
- expired validation remains distinguishable from negative validation,
- superseded determinations remain historically visible,
- and the current Validation State can be reconstructed throughout the object lifecycle.
Operational Role
Validation State Governance Standard serves as the lifecycle-statelayer of VALIDOS™.
The preceding standards establish:
Validation Object → Validation Purpose & Scope → Validation Criteria
→ Validation Method → Validation Evidence Fitness → Validation
Source Reliability → Validation Execution → Validation Determination
VSGS then asks:
What Validation State should the object now hold, and how does that
state evolve over time?
Its structural progression is:
Validation Determination → State Eligibility Assessment → Validation
State Assignment → State Activation → State Monitoring → State
Change Detection → State Transition → State Continuity
The resulting state becomes the governed basis upon which Validation
Reliance & Revalidation governance can operate.
Governance Scope
Validation State Governance Standard governs:- Validation State definition,
- state assignment,
- state activation,
- state applicability,
- state scope,
- state conditions,
- state limitations,
- state restrictions,
- state effective point,
- state validity period,
- state expiration,
- state suspension,
- state resumption,
- state invalidation,
- state supersession,
- state withdrawal,
- state transition,
- state continuity,
- state history,
- state change detection,
- object-change detection,
- material-change assessment,
- state reassessment,
- revalidation-required status,
- state uncertainty,
- state authority where applicable,
- and Validation State traceability.
Validation State
A Validation State is the formal lifecycle condition assigned to aValidation Object based upon the currently applicable governed
validation record.
A Validation State is not merely a label.
It should remain connected to:
- Validation Object,
- object version,
- applicable determination,
- Validation Purpose,
- Validation Scope,
- Validation Depth,
- conditions,
- restrictions,
- limitations,
- effective point,
- validity period,
- change triggers,
- and revalidation requirements.
Validation Determination and Validation State
VALIDOS™ establishes a strict architectural distinction:Validation Determination asks:
What did the governed validation event demonstrate?
Validation State asks:
What validation condition does the Validation Object currently hold?
A determination is an event-level conclusion.
A state is a lifecycle-level condition.
This distinction allows historical validation evidence to remain
intact while current validation status changes.
Canonical Validation States
VSGS may establish formal Validation States including:Validation Required
The Validation Object requires formal validation before an
applicable governed validation state can be established.
Validation Pending
Validation has been initiated or scheduled but has not yet produced
a formal Validation Determination sufficient for state assignment.
Partially Validated
Only part of the Validation Object, Validation Scope, criterion
structure, operating environment, population, or other governed
domain possesses a positive or conditional validation basis.
Conditionally Validated
The Validation Object possesses a positive validation basis only
while explicit conditions, limitations, restrictions, or operating
boundaries remain satisfied.
Validated
The Validation Object possesses a currently applicable Positive
Validation Determination sufficient to support an active Validation
State within the defined scope, version, depth, and
validity conditions.
Validation Conflicted
Material unresolved validation conflict prevents one coherent
unrestricted state from being represented.
Validation Suspended
A previously active Validation State has been temporarily placed
into non-active status because material uncertainty, change,
investigation, or unresolved condition requires reassessment.
Invalidated
A previously supported Validation State has lost its governing
validation basis because the validation conclusion or its
applicability has been materially destroyed.
Validation Expired
The temporal validity or defined lifecycle period of the active
validation state has ended.
Revalidation Required
Material change, expiration, new evidence, changed risk, changed
environment, or another governed trigger requires new validation
before the object can regain or maintain an applicable
validation state.
Additional state subcategories may be defined where justified by
domain-specific requirements.
State Assignment
A Validation State should not be assigned directly from intuition,reputation, or historical claims.
State Assignment should derive from:
- applicable Overall Validation Determination,
- current Validation Object identity,
- current object version,
- current scope,
- current conditions,
- current environment,
- current validity period,
- and any material changes occurring after determination.
Positive Determination and Validated State
A Positive Validation Determination may support assignment of:Validated
but only where:
- the determination remains applicable,
- the object remains materially equivalent,
- scope remains valid,
- determination conditions remain satisfied,
- no suspension or invalidation condition exists,
- and the validation has not expired.
Therefore:
Positive Validation Determination ≠ Automatically Permanent
Validated State
Negative Determination and State
A Negative Validation Determination does not necessarily imply thatthe object must be permanently categorized as Invalidated.
The actual state may depend upon whether:
- the object was previously Validated,
- this is the first validation,
- scope differs,
- only one domain failed,
- the determination is partial,
- or remediation is underway.
VSGS therefore governs lifecycle meaning separately from the
determination itself.
Validation State Scope
Every state must remain bounded to the scope supported by itsgoverning determination.
A system may simultaneously be:
Validated for Function A
and:
Validation Required for Function B
where these scopes can be legitimately separated.
VSGS therefore permits multidimensional Validation State
where necessary.
Validation State Depth
State should remain connected to the Validation Depth supporting it.For example:
Validated — Preliminary Depth
and:
Validated — High-Assurance Depth
may represent materially different assurance conditions.
The state should not imply stronger validation than its
determination supports.
State Conditions
A Validation State may depend upon conditions.Examples include:
- specific system configuration,
- continued human oversight,
- defined operating environment,
- specific population,
- continued source availability,
- active safety control,
- restricted autonomy,
- specific jurisdiction,
- or ongoing monitoring.
Conditions form part of the state.
State Restrictions
Restrictions define what the Validation State must not beinterpreted to cover.
Examples include:
- not valid for autonomous deployment,
- not valid outside defined temperature range,
- not validated for pediatric use,
- not validated for Version 5,
- not validated outside defined jurisdiction,
- or not valid after material modification.
State Limitation
A Validation State may remain active while carryingknown limitations.
Limitations may concern:
- evidence depth,
- rare-event coverage,
- population representation,
- long-term operating data,
- external validation,
- or unresolved low-level uncertainty.
Limitations remain visible throughout the state lifecycle.
State Effective Point
A Validation State should have an identifiable point at which itbecomes active.
This may be:
- determination issuance,
- determination approval,
- state assignment,
- deployment approval,
- or another governed event.
VSGS distinguishes state effective point from determination date
where necessary.
State Validity Period
Some Validation States may be time-bounded.Validity may be expressed through:
- fixed expiration date,
- maximum validity period,
- event-based validity,
- version-based validity,
- condition-based validity,
- or continuous validity subject to monitoring.
Not every object requires fixed-time expiration.
The validity model should match the nature of the Validation Object.
State Expiration
A Validation State becomes Validation Expired when its definedvalidity period or applicability condition ends without sufficient
renewal or revalidation.
Expiration does not mean the object failed validation.
VALIDOS™ establishes:
Validation Expired ≠ Validation Failed
Expiration means the previous validation basis is no longer
sufficient to represent the object as currently validated.
Material Change
A Material Change is a change capable of affecting whether theexisting Validation State remains applicable.
Material changes may include:
- model update,
- software update,
- architecture change,
- dataset change,
- configuration change,
- hardware replacement,
- operating environment change,
- population expansion,
- new use case,
- jurisdiction change,
- source change,
- evidence change,
- method change,
- risk change,
- or newly discovered failure condition.
Material Change Assessment
Not every change requires revalidation.VSGS therefore distinguishes:
Immaterial Change Minor Validation-Relevant Change
Material Change
Critical Validation-Relevant Change
The appropriate response depends upon whether the existing
validation basis still represents the changed object.
Object Equivalence
After change, VSGS may assess whether the changed object remainssufficiently equivalent to the validated object.
Possible outcomes include:
Validation Equivalence Maintained
Validation Equivalence Conditionally Maintained
Validation Equivalence Undetermined
Validation Equivalence Lost
Loss of equivalence may trigger revalidation.
State Change Trigger
A State Change Trigger is an event requiring reassessment of thecurrent Validation State.
Triggers may include:
- object modification,
- new evidence,
- critical incident,
- source reliability change,
- determination reassessment,
- operating environment change,
- new regulation,
- changed Validation Purpose,
- scope expansion,
- time expiration,
- repeated anomaly,
- drift,
- or another material development.
State Transition
A Validation State may transition through governed paths.Examples include:
Validation Required → Validation Pending → Validated
Validated → Conditionally Validated
Validated → Validation Suspended
Validated → Validation Expired
Validated → Revalidation Required
Conditionally Validated → Validated
Conditionally Validated → Validation Suspended
Validation Suspended → Validated
Validation Suspended → Revalidation Required
Revalidation Required → Validation Pending
Validation Pending → Validated
Validated → Invalidated
Transitions must remain traceable.
State Transition Is Not Free-Form
VALIDOS™ may define permitted state transitions.For example:
A Validation Object should not ordinarily transition directly from:
Validation Required
to:
Validated
without an applicable Validation Determination.
Likewise:
Validation Expired
should not become:
Validated
merely because the object has not changed.
The validation basis must be restored.
Validation Suspended
Suspension is temporary.It may be appropriate where:
- serious new evidence emerges,
- incident investigation is underway,
- source reliability is questioned,
- object change is being assessed,
- determination is suspended,
- a safety concern exists,
- or revalidation is pending.
Suspension prevents continued representation of the state as
unrestricted while preserving the historical validation basis.
Invalidated State
Invalidation occurs where the previous validation state can nolonger legitimately remain active.
Possible causes include:
- fundamental object change,
- invalid determination,
- invalid execution,
- compromised decisive evidence,
- critical source failure,
- discovered methodological defect,
- or new evidence conclusively contradicting the prior validation basis.
Revalidation Required
A Validation Object enters Revalidation Required where the existingvalidation basis cannot remain sufficient without new validation.
Possible triggers include:
- material object change,
- validity expiration,
- significant scope expansion,
- changed operational environment,
- new risk profile,
- new critical evidence,
- regulatory requirement,
- accumulated drift,
- or unresolved Validation Suspension.
Revalidation Required Is Not Invalidated
The state:Revalidation Required
means the previous validation basis no longer provides sufficient
current assurance.
It does not necessarily demonstrate that the object fails.
Validation Conflicted
A Validation Object may enter Validation Conflicted where multiplelegitimate determinations or material findings create incompatible
current validation implications.
For example:
- different environments produce incompatible states,
- concurrent determinations conflict,
- or unresolved critical evidence prevents a single current state.
Conflict must remain explicit until resolved, bounded, or converted
into Partial Validation State.
Partially Validated State
A Validation Object may be Partially Validated where validseparation exists between:
- subsystems,
- populations,
- operating modes,
- jurisdictions,
- functions,
- environments,
- or criterion domains.
A partial state should identify both:
Validated Portion
and: Unvalidated / Conditional / Negative Portion
where applicable.
State Multiplicity
Complex Validation Objects may legitimately possess multipleconcurrent state dimensions.
For example:
Performance State: Validated
Safety State: Conditionally Validated
Autonomy State: Validation Required
VSGS permits multidimensional state representation where one global
state would obscure material differences.
State Precedence
Where several states apply simultaneously, governance maydefine precedence.
For example:
Validation Suspended
may override an otherwise Validated state for current
operational representation.
Similarly:
Validation Expired
may prevent historical positive determination from being represented
as currently active validation.
State Record
A formal Validation State Record may preserve:- Validation State Identifier,
- Validation Object,
- object version,
- applicable Validation Determination,
- state classification,
- scope,
- Validation Depth,
- conditions,
- restrictions,
- limitations,
- effective point,
- validity period,
- expiration condition,
- state-change triggers,
- material change assessment,
- current status,
- transition history,
- revalidation requirement,
- and sufficient traceability.
State Authority
Where state assignment or transition requires formal authority, VSGSmay govern:
- state issuer,
- state approval authority,
- delegated authority,
- state transition authority,
- suspension authority,
- invalidation authority,
- and reactivation authority.
VSGS does not create legal authority where none exists.
AI-Assisted Validation State Governance
AI may assist with:- change detection,
- state-condition monitoring,
- determination comparison,
- drift identification,
- revalidation trigger detection,
- and state-record maintenance.
AI must not silently invent new state-transition logic outside the
governed architecture.
State Monitoring
Validation State may require ongoing monitoring of conditionscapable of affecting validity.
Monitoring may include:
- object version,
- configuration,
- operating environment,
- incidents,
- performance drift,
- model drift,
- evidence changes,
- source changes,
- or expiration conditions.
State monitoring does not itself constitute revalidation.
It detects conditions requiring governance response.
State Drift
A Validation State may gradually lose applicability without oneobvious material event.
Examples include:
- accumulated model drift,
- changing population,
- slowly changing environment,
- dependency evolution,
- repeated small modifications,
- or cumulative evidence degradation.
VSGS may govern Validation State Drift as a trigger
for reassessment.
State Confidence
Where useful, implementations may represent confidence in thecurrent state.
However:
State Confidence ≠ Validation State A state may be Validated while
carrying moderate confidence within its legitimate scope.
Confidence is supplementary and must not replace formal
state classification.
Validation State Is Not Reliance Authorization
This boundary is fundamental.VSGS answers:
What validation condition does the Validation Object currently hold?
It does not answer:
Who may rely upon that state?
A Validation Object may be:
Validated
while reliance is still prohibited for a specific use, jurisdiction,
organization, or risk context.
Therefore:
Validated State ≠ Reliance Authorization
Validation State Is Not Deployment Approval
Likewise:Validation State ≠ Deployment Approval
Deployment may require:
- regulatory approval,
- organizational authorization,
- risk acceptance,
- operational readiness,
- safety approval,
- or other independent governance.
VALIDOS™ preserves validation as its own methodological domain.
Governance Boundary
Validation State Governance Standard begins when an applicableValidation Determination exists or when a Validation Object requires
formal state classification.
It ends when the current Validation State, its scope, conditions,
validity, lifecycle transitions, state-change triggers, and
revalidation implications have been sufficiently established
and maintained.
VSGS does not determine:
- operational reliance authorization,
- relying-party eligibility,
- reliance transfer,
- reliance conditions,
- reliance consequences,
- or the complete revalidation process.
These responsibilities belong to the final VALIDOS™ Parent Standard.
Minimum Governance Requirements
A conforming implementation of VSGS should establish:- 1. an identifiable Validation Object,
- 2. the applicable Validation Determination,
- 3. the current object version or state,
- 4. an explicit Validation State,
- 5. state scope,
- 6. Validation Depth,
- 7. state conditions,
- 8. state restrictions,
- 9. state limitations,
10. an effective point, 11. state validity or expiration logic, 12.
material-change triggers, 13. state-change and transition rules, 14.
suspension and invalidation conditions, 15. revalidation-required
triggers, 16. historical state continuity, 17. a current Validation
State Record, 18. and sufficient lifecycle traceability.
Governance Outputs
VSGS may produce:- Validation State,
- Validation State Record,
- Validation State Identifier,
- Validation State Assignment,
- Validation State Scope Record,
- Validation State Depth Record,
- Validation State Condition Register,
- Validation State Restriction Record,
- Validation State Limitation Record,
- Validation State Effective Point,
- Validation State Validity Period,
- Validation State Expiration Condition,
- Validation State Monitoring Record,
- Material Change Record,
- Validation Change Materiality Assessment,
- Validation Equivalence Assessment,
- Validation State Change Trigger,
- Validation State Reassessment,
- Validation State Transition Record,
- Validation Suspension Record,
- Validation Resumption Record,
- Validation Invalidation Record,
- Validation Expiration Record,
- Revalidation Required Record,
- Validation Conflict State Record,
- Partial Validation State Record,
- Multidimensional Validation State Map,
- Validation State Hierarchy,
- Validation State Supersession Record,
- Validation State Withdrawal Record,
- Validation State History,
- and Validation State Continuity Reference.
Operational Applications
Validation State Governance Standard may be applied across:- artificial intelligence,
- machine learning,
- autonomous systems,
- AI agents,
- software systems,
- digital infrastructure,
- datasets,
- predictions,
- simulations,
- scientific validation,
- medical systems,
- financial models,
- industrial systems,
- cybersecurity systems,
- critical infrastructure,
- digital identities,
- regulatory environments,
- public-sector systems,
- and any governed environment in which validation status must remain current over time.
Relationship to Other OOF Architectures
Validation State Governance Standard interoperates with:- GOA™
- OBIDENITY®
- INTEGROS®
- ORA™
- AGA™
- AIG®
- CLIA®
- MGIA™
- ASGA™
- RIS™
by providing the canonical validation-governance methodology through
which validation conclusions are transformed into current,
lifecycle-aware Validation States.
GOA™ may establish authority governing state assignment, suspension,
transition, and withdrawal.
OBIDENITY® may preserve object identity, version continuity,
provenance, and ownership relationships required for
state continuity.
INTEGROS® may establish integrity conditions affecting whether an
existing Validation State remains applicable.
ORA™ may identify changes in operational reality affecting current
state validity.
AGA™ may establish accountability for state assignment, monitoring,
transition, suspension, and invalidation.
RIS™ may influence the sensitivity of change triggers and
revalidation requirements according to risk and consequence.
AIG®, CLIA®, MGIA™, and ASGA™ may contribute domain-specific
state-change signals for AI behavior, cognition, memory, and
autonomous systems.
VSGS does not replace these architectures.
It governs specifically the current validation lifecycle condition
of a Validation Object.
Validation State Governance Standard
Architecture: VALIDOS™ — Validation Governance ArchitectureCategory: AI & Interpretation · Subcategory: Validation Governance
Canonical Definition: Validation State Governance Standard (VSGS)
defines the governance conditions under which Validation Objects are
assigned, maintained, transitioned, restricted, suspended,
invalidated, expired, superseded, and reclassified across formal
Validation States based upon applicable Validation Determinations,
object identity, object version, scope, conditions, lifecycle
events, material change, temporal validity, unresolved limitations,
and revalidation requirements.
Governed Space: Validation State Governance
Validation is not a permanent property of an object; it is a
governed state that must remain connected to the object, conditions,
evidence, and reality that continue to justify it.
→ View Standard
Aboit standard
Module Architecture
→ Validation State Assignment & Eligibility Module (VSAEM)
→ Validation State Conditions & Applicability Module (VSCAM)
→ Validation Material Change & State Monitoring Module (VMCSMM)
→ Validation State Transition & Revalidation Trigger Module (VSTRM)
→ Validation State Continuity & Lifecycle Record Module (VSCLRM)
→ Validation State Conditions & Applicability Module (VSCAM)
→ Validation Material Change & State Monitoring Module (VMCSMM)
→ Validation State Transition & Revalidation Trigger Module (VSTRM)
→ Validation State Continuity & Lifecycle Record Module (VSCLRM)
Parent Resources
Standards Compatibility
→ Validation Object Standard
Operational compatibility within the governed validation lifecycle.
→ Validation Execution Standard
Operational compatibility within the governed validation lifecycle.
→ Validation Determination Standard
Operational compatibility within the governed validation lifecycle.
→ Validation Reliance & Revalidation Standard
Operational compatibility within the governed validation lifecycle.
Operational compatibility within the governed validation lifecycle.
→ Validation Execution Standard
Operational compatibility within the governed validation lifecycle.
→ Validation Determination Standard
Operational compatibility within the governed validation lifecycle.
→ Validation Reliance & Revalidation Standard
Operational compatibility within the governed validation lifecycle.
Related Documents
→ About Validation State Governance Standard
→ VALIDOS™ Validation Governance Architecture — Validation Governance Layer
→ VALIDOS™ Validation Governance Architecture — Validation Governance Layer