RRM — Release Readiness Module

OOF® Origin Open Foundation®

Independent Methodological Authority

Architecture: SLGA™ — Software Lifecycle Governance Architecture
Parent Standard: SRLS — Software Release Standard
Category: Governance & Enforcement
Subcategory: Software Lifecycle Governance
Type: Core Module
Governed Space: Software Release Readiness Governance
Module ID: SLGA-SRLS-RRM-02
Origin ID: OOF-SLGA-SRLS-RRM
Version: 1.0
Status: Canonical Open
Effective Date: 13.10.2026
Compatibility: Methodology OS — Modular Compatibility
GIE-Compatible: Yes
AI-Readable: Yes
Authority: OOF® — OriginOpen® Foundation
Protection: Protected Methodological Work
Canonical Language: English

Canonical Definition

RRM — Release Readiness Module is the Core Module within SRLS that
governs how an identifiable software release candidate is assessed
against applicable requirements, quality, security, dependency,
configuration, evidence, and release-specific conditions to determine
whether its readiness for release authorization is sufficiently
established.

RRM establishes the methodological conditions under which a software

release candidate may be recognized as ready, not ready, conditionally
ready, evidence-limited, conflicted, or undetermined within an
explicitly defined release scope.

It governs the relationship between the exact release candidate, applicable

readiness criteria, supporting lifecycle assessments, unresolved
findings, exceptions, restrictions, and the resulting readiness
determination.

RRM ensures that successful builds, completed development tasks,
passing tests, automated pipeline results, or agent-generated
readiness declarations cannot independently establish software release
readiness.

The module preserves the distinction between technical verification results

and the broader governance conditions required to support a release
decision.

It also ensures that readiness conclusions remain bound to the
candidate identity, assessment boundary, evidence, and conditions
under which they were established.

RRM does not independently grant release authorization or deployment
permission.

Its principal governed output is the Software Release Readiness
Profile.

Build Success ≠ Release Readiness.

Testing Success ≠ Sufficient Release Verification.

Release Conditions Assessed ≠ Release Conditions Satisfied.

Release Readiness Established ≠ Release Authorization Granted.

Release Readiness Valid Previously ≠ Release Readiness Valid After

Material Change.

Operational Role

RRM governs the evidence-supported assessment of software release
readiness.

Its operational role is to establish:

Release candidate identity
Readiness assessment identity
Assessment purpose
Assessment scope and boundary
Applicable release criteria
Requirements alignment
Quality condition references
Security condition references
Dependency condition references
Configuration condition references
Artifact integrity references
Test coverage relevance
Unresolved defects
Unresolved vulnerabilities
Release restrictions
Evidence provenance
Evidence sufficiency
Evidence applicability
Evidence conflicts
Readiness uncertainty
Condition status
Exception applicability
Material finding assessment
Readiness classification
Reassessment triggers
Readiness validity boundaries
Authorization handoff

RRM evaluates the applicability of findings established by responsible

lifecycle standards.

It does not replace their underlying technical assessments,
independently certify software safety, or authorize the release.

Operational Question

How can an identifiable software release candidate be assessed for
release readiness when requirements, quality, security, dependencies,
configurations, testing evidence, unresolved findings, and automated
development results may differ in completeness, reliability, and
applicability, while ensuring that unknown conditions, exceptions,
material changes, and authorization boundaries remain explicitly
governed?

Position in Architecture Governance Flow

SLGA™ Governance Flow

Software Requirements → Software Creation → Software Dependencies →

Software Configuration → Software Quality → Software Security →
Software Release → Software Deployment → Software Change Management →
Software Retirement

Cross-cutting:

Software Lifecycle Control

SRLS Core Module Flow

RCMM — Release Candidate Management Module

2. RRM — Release Readiness Module 3. RAM — Release Authorization
Module 4. RRMM — Release Record Management Module 5. RWM — Release
Withdrawal Module

RRM occupies the second Core Module position within SRLS.

It receives the Software Release Candidate Profile established by
RCMM.

It evaluates the candidate against applicable release conditions and

supporting lifecycle governance references.

Its output establishes the readiness state submitted to RAM for release

authorization consideration.

RRM does not convert a readiness determination into an authorization
decision.

Software Release Candidate Profile → Readiness Assessment Scope →

Applicable Release Criteria → Requirements Alignment → Quality &
Security Conditions → Dependency & Configuration Conditions → Evidence
Sufficiency → Unresolved Findings → Exception Assessment → Readiness
Classification → Software Release Readiness Profile → RAM
Authorization Handoff

Governed Space

Software Release Readiness Governance

This governed space concerns the evidence-supported determination of

whether an identifiable software release candidate satisfies the
applicable conditions for consideration under release authorization
governance.

It includes:

Readiness assessment identity
Candidate association
Assessment scope
Readiness criteria
Requirements alignment
Quality findings
Security findings
Dependency conditions
Configuration conditions
Artifact integrity conditions
Evidence sufficiency
Unresolved findings
Materiality
Exceptions and restrictions
Readiness classification
Validity boundaries
Reassessment
Authorization handoff

RRM does not independently govern release authorization, deployment
authorization, production operation, or general authority legitimacy.

Governed Object

The primary Governed Object is:

A Software Release Readiness State representing the evidence-supported

relationship between an identifiable release candidate, applicable
readiness criteria, relevant lifecycle findings, unresolved
conditions, exceptions, restrictions, and the resulting readiness
determination within defined assessment boundaries.

The governed state must preserve:

Release Candidate ID

Readiness Assessment ID

Assessment Purpose

Assessment Boundary

Applicable Readiness Criteria

Requirements Alignment State

Quality Condition State

Security Condition State

Dependency Condition State

Configuration Condition State

Artifact Integrity State

Evidence Sufficiency State

Unresolved Findings

Exception References

Readiness Classification

Validity Conditions

Reassessment Requirement

Scope

Release readiness assessment establishment
Candidate-specific readiness criteria
Requirements alignment review
Quality and security condition integration
Dependency and configuration condition integration
Artifact integrity references
Test evidence applicability
Unresolved finding assessment
Evidence sufficiency
Condition classification
Exception and restriction treatment
Readiness determination
Readiness validity
Reassessment
Authorization handoff

RRM does not independently perform software development, testing,
security remediation, release approval, or deployment.

Foundational Governance Principles 8.1 Readiness Principle

Build Success ≠ Release Readiness. 8.2 Verification Principle

Testing Success ≠ Sufficient Release Verification. 8.3 Requirements
Principle

Implemented Behavior ≠ Approved Software Requirements. 8.4 Evidence
Principle

Readiness Evidence Available ≠ Readiness Evidence Sufficient. 8.5
Condition Principle

Release Conditions Assessed ≠ Release Conditions Satisfied. 8.6
Uncertainty Principle

Unknown Release Condition ≠ Satisfied Release Condition. 8.7 Exception
Principle

Release Exception Approved ≠ Underlying Condition Satisfied. 8.8
Authorization Principle

Release Readiness Established ≠ Release Authorization Granted. 8.9
Candidate Identity Principle

Readiness Established for One Candidate ≠ Readiness Established for

Another Candidate. 8.10 Continuity Principle

Release Readiness Valid Previously ≠ Release Readiness Valid After

Material Change.

Readiness Assessment Identity

Every governed readiness assessment must establish:

Readiness Assessment ID

Release Candidate ID

Software Product ID

Assessment Purpose

Assessment Scope

Assessment Boundary

Applicable Criteria Reference

Assessment Time

Evidence References

Assessment Classification

Assessment Identity Principle

Readiness Assessment Recorded ≠ Readiness Assessment Applicable to the

Current Candidate.

The assessment must remain associated with the exact candidate state
evaluated.

Readiness Assessment Purpose

The assessment purpose establishes why release readiness is being
evaluated.

Relevant purposes include:

Initial Release Readiness

Maintenance Release Readiness

Security Patch Readiness

Emergency Release Readiness

Candidate Reassessment

Restricted Release Readiness

Post-Change Readiness Review

The assessment purpose does not independently determine which
mandatory conditions may be omitted.

Purpose Integrity

Emergency Release Purpose ≠ Automatic Exemption From Mandatory Release

Readiness Assessment Boundary

The assessment boundary defines the conditions covered by the readiness

determination.

Relevant dimensions include:

Candidate Artifact Boundary

Functional Scope Boundary

Requirements Boundary

Quality Boundary

Security Boundary

Dependency Boundary

Configuration Boundary

Platform Boundary

Evidence Boundary

Temporal Boundary

Boundary Integrity

Readiness Established Within a Limited Boundary ≠ Readiness
Established for Every Software Use or Environment.

Applicable Release Criteria

RRM identifies the criteria governing readiness for the particular

candidate and release context.

Relevant elements include:

Criterion ID

Criterion Purpose

Criterion Source

Criterion Applicability

Required Evidence

Acceptance Condition

Mandatory or Conditional Status

Exception Eligibility

Assessment Result

Unresolved Condition

Readiness criteria must be identifiable before their satisfaction is
asserted.

Criteria Integrity

Release Criteria Documented ≠ Release Criteria Satisfied.

Criteria must not be retroactively weakened merely to convert an
unfavorable readiness result into a favorable one.

Requirements Alignment Assessment

RRM evaluates whether relevant findings support alignment between the

proposed release and applicable software requirements.

Relevant elements include:

Requirements Baseline Reference

Release Scope

Implemented Functionality References

Requirements Traceability

Known Requirements Deviations

Unapproved Functionality Findings

Unimplemented Mandatory Requirements

Requirements Evidence

RRM uses SRS and relevant lifecycle evidence rather than independently

redefining approved requirements.

Requirements Alignment Principle

Software Functionality Working ≠ Software Functionality Authorized by

Quality Condition Assessment

RRM evaluates release-relevant quality findings established through
SQS.

Relevant elements include:

Quality Requirements Reference

Quality Criteria

Test Coverage Findings

Test Execution Results

Defect Classification

Unresolved Defects

Quality Limitations

Quality Assessment Validity

A favorable quality assessment must remain associated with the
candidate and conditions actually evaluated.

Quality Integrity

Quality Tests Passed ≠ All Material Quality Conditions Satisfied.

Security Condition Assessment

RRM evaluates release-relevant security findings established through
SSS.

Relevant elements include:

Security Requirements

Security Testing Findings

Vulnerability Status

Exposure Conditions

Security Remediation References

Unresolved Security Findings

Security Restrictions

Security Evidence Validity

Security findings must not be concealed or treated as resolved merely
because the release pipeline completed.

Security Integrity

Security Scan Completed ≠ Software Security Conditions Satisfied.

Dependency Condition Assessment

RRM evaluates the release implications of dependency conditions established

through SDS.

Relevant elements include:

Dependency Baseline Reference

Dependency Acceptance State

Critical Dependency Findings

Dependency Compatibility

Dependency Restrictions

Dependency Risk Findings

Unresolved Dependency Conditions

Dependency Change References

RRM does not independently authorize dependency introduction.

Dependency Integrity

Dependency Installed Successfully ≠ Dependency Acceptable for Release.

Configuration Condition Assessment

RRM evaluates relevant configuration findings established through
SCFS.

Relevant elements include:

Configuration Baseline ID

Build Identity

Artifact Version Identity

Configuration Consistency

Build Reproducibility Findings

Artifact Equivalence Findings

Configuration Exceptions

Unresolved Configuration Conditions

Configuration Integrity

Configuration Baseline Recorded ≠ Release Candidate Configuration

Artifact Integrity Assessment

RRM evaluates whether available artifact identity and integrity findings

remain applicable to the candidate.

Relevant elements include:

Release Candidate ID

Artifact Identity Reference

Build Artifact Reference

Artifact Integrity Evidence

Artifact Modification History

Artifact Comparison Findings

Unresolved Identity Conflicts

RRM consumes relevant RCMM and SCFS findings.

Artifact Integrity Principle

Artifact Integrity Evidence Available ≠ Every Constituent Artifact

Test Coverage Relevance

RRM evaluates whether available test coverage is relevant to the
release candidate and its applicable requirements and risks.

Relevant elements include:

Tested Requirements

Tested Components

Tested Configurations

Tested Interfaces

Tested Conditions

Untested Areas

Known Coverage Limitations

Candidate Applicability

RRM does not prescribe a universal test coverage percentage.

Coverage Principle

High Test Coverage ≠ Sufficient Coverage of Critical Software
Behavior.

Test Result Applicability

RRM must determine whether available test results apply to the
candidate being assessed.

Relevant elements include:

Tested Artifact ID

Current Candidate ID

Test Environment

Test Configuration

Test Execution Time

Relevant Dependency State

Material Changes Since Testing

Evidence Applicability

Test Applicability Principle

Tests Passed on a Previous Build ≠ Tests Passed on the Current Release

Unresolved Defect Assessment

RRM preserves release-relevant unresolved defects and their
implications.

Relevant elements include:

Defect ID

Affected Component

Severity

Operational Significance

Requirements Impact

Known Workaround

Resolution Status

Release Restriction

Supporting Evidence

A defect may be technically unresolved without automatically
prohibiting every release, provided applicable mandatory conditions
and exception rules are respected.

Defect Assessment Principle

Defect Classified as Low Severity ≠ Defect Immaterial to Every Release

Unresolved Vulnerability Assessment

RRM evaluates the release implications of unresolved security

vulnerabilities.

Relevant elements include:

Vulnerability Reference

Affected Artifact

Exposure Context

Severity

Exploitability Findings

Potential Consequences

Mitigation State

Applicable Release Restrictions

Security Assessment Reference

Vulnerability Principle

Vulnerability Documented ≠ Vulnerability Risk Resolved.

Cross-Condition Consistency

RRM evaluates whether findings from different lifecycle domains remain

mutually consistent.

Relevant conflicts may include:

Requirements–Implementation Conflict

Build–Configuration Conflict

Dependency–Security Conflict

Quality–Security Conflict

Artifact–Evidence Conflict

Scope–Testing Conflict

Assessment–Candidate Identity Conflict

Material conflicts must remain visible until appropriately resolved.

Consistency Principle

Individual Assessments Passed ≠ Combined Release Conditions
Consistent.

Release Readiness Evidence

Requirements Traceability Records

Software Creation Records

Software Release Candidate Profile

Dependency Governance Profiles

Configuration Baselines

Build Records

Artifact Integrity Records

Quality Assessment Records

Test Coverage Records

Defect Records

Security Assessment Records

Vulnerability Records

Exception Decisions

Relevant Change Records

Evidence must be relevant to the specific candidate and readiness
criteria.

Evidence Provenance

Readiness evidence must preserve:

Evidence ID

Evidence Source

Evidence Origin

Assessment or Collection Method

Referenced Candidate

Referenced Artifact

Relevant Configuration

Evidence Time

Evidence Content

Known Limitations

Evidence Provenance Principle

Readiness Evidence Recorded ≠ Readiness Evidence Authentic or
Applicable.

Evidence Sufficiency

Evidence sufficiency concerns whether the available evidence adequately

supports the applicable release readiness conditions.

Relevant dimensions include:

Requirements Coverage

Quality Evidence Coverage

Security Evidence Coverage

Dependency Evidence Coverage

Configuration Evidence Coverage

Artifact Identity Coverage

Evidence Reliability

Evidence Freshness

Evidence Consistency

Assessment Boundary Coverage

Evidence Sufficiency Principle

Large Volume of Test Evidence ≠ Sufficient Release Readiness Evidence.

Evidence Freshness

RRM evaluates whether evidence remains applicable to the current release

candidate and relevant conditions.

Relevant elements include:

Evidence Generation Time

Candidate Creation Time

Candidate Modification Time

Assessment Time

Configuration Changes

Dependency Changes

Relevant Security Changes

Evidence Validity Conditions

Freshness Principle

Evidence Previously Valid ≠ Evidence Currently Applicable.

Missing and Conflicting Evidence

RRM must preserve evidence gaps and conflicts affecting readiness.

Relevant conditions include:

Missing Requirements Evidence

Missing Quality Evidence

Missing Security Evidence

Missing Dependency Evidence

Missing Configuration Evidence

Missing Artifact Identity Evidence

Conflicting Test Results

Contradictory Assessment Findings

Unresolved Evidence Applicability

Evidence Gap Principle

Required Evidence Missing ≠ Applicable Condition Satisfied.

Readiness Condition States

Each applicable readiness condition must retain a distinguishable
condition state.

The SLGA™ condition model includes:

Satisfied

Not Satisfied

Unknown

Not Applicable

Exception

A condition classified as Not Applicable requires an established basis for

inapplicability.

An Exception requires an applicable exception basis and must remain
distinguishable from Satisfied.

Unknown must not be treated as Satisfied merely because no failure has
been observed.

Condition State Integrity

Unknown ≠ Satisfied.

Not Applicable ≠ Not Assessed.

Exception ≠ Satisfied.

No Known Failure ≠ Positive Evidence of Readiness.

Material Finding Assessment

RRM evaluates whether unresolved findings materially affect release

readiness.

Relevant dimensions include:

Affected Requirement

Affected Functionality

Affected Artifact

Operational Criticality

Security Consequence

Quality Consequence

Dependency Consequence

Configuration Consequence

Evidence Uncertainty

Applicable Release Restriction

Materiality must be assessed within the actual release context.

Materiality Principle

Finding Minor in Technical Size ≠ Finding Immaterial to Release
Readiness.

Release Readiness Exceptions

RRM governs the readiness implications of exceptions established under

applicable governance rules.

Relevant elements include:

Exception ID

Affected Criterion

Exception Reason

Exception Eligibility

Authority Reference

Exception Scope

Applicable Restrictions

Validity Period

Residual Uncertainty

Required Follow-Up

RRM does not independently create general authority to override
mandatory requirements.

Exception Integrity

Exception Approved ≠ Underlying Release Condition Satisfied.

An exception cannot override a non-exceptionable mandatory condition.

Conditional Readiness

Conditional readiness may be established only where applicable rules
permit readiness to be qualified by explicit conditions or
restrictions.

Relevant elements include:

Conditional Readiness Basis

Applicable Criteria

Satisfied Conditions

Excepted Conditions

Restrictions

Unresolved Limitations

Evidence Basis

Authorization Implications

Conditional readiness must not conceal an unresolved mandatory
prohibition.

Conditional Readiness Principle

Conditional Readiness ≠ Unrestricted Release Readiness.

Readiness Classification

RRM may classify readiness states as:

Assessment Not Initiated

Assessment Pending

Criteria Incomplete

Evidence Collection Pending

Evidence-Limited

Conditions Under Review

Readiness Established

Conditional Readiness Established

Readiness Not Established

Mandatory Condition Not Satisfied

Exception Review Required

Material Finding Unresolved

Conflicted

Unknown

Reassessment Required

Readiness Superseded

Assessment Closed

These are release readiness classifications, not release authorization
decisions.

Classification Integrity

Readiness Established ≠ Release Authorized.

A readiness determination must be transferred to the appropriate
release authorization mechanism.

Readiness Validity Conditions

Every established readiness conclusion must remain associated with its
applicable validity conditions.

Relevant elements include:

Release Candidate Identity

Assessment Scope

Artifact Baseline

Configuration Baseline

Dependency Baseline

Requirements Baseline

Quality Assessment References

Security Assessment References

Evidence Applicability

Relevant Time Conditions

Known Restrictions

Validity Principle

Readiness Established Under One Set of Conditions ≠ Readiness Established

Under Materially Different Conditions.

Readiness Reassessment

RRM governs the need to reassess readiness when relevant conditions
change.

Reassessment triggers may include:

Candidate Artifact Change

Requirements Change

Configuration Change

Dependency Change

New Quality Finding

New Security Finding

Test Evidence Invalidated

Previously Unknown Condition Identified

Exception Expiration

Assessment Boundary Change

Material Evidence Conflict

Reassessment may be targeted to affected conditions where sufficient
evidence establishes that unaffected findings remain applicable.

Reassessment Principle

Readiness Reassessment Triggered ≠ Previous Readiness Automatically

Software Release Readiness Profile

The principal governed output is the:

Software Release Readiness Profile

It establishes the evidence-supported readiness state of an identifiable

release candidate.

The profile preserves:

Candidate identity
Assessment identity
Assessment purpose and scope
Applicable readiness criteria
Requirements alignment
Quality condition state
Security condition state
Dependency condition state
Configuration condition state
Artifact integrity references
Evidence sufficiency
Unresolved findings
Exceptions and restrictions
Readiness classification
Validity conditions
Reassessment requirements
Authorization handoff

Minimum Profile Fields

Software Release Readiness Profile ID

Readiness Assessment ID

Release Candidate ID

Software Product ID

Candidate Revision

Assessment Purpose

Assessment Boundary

Applicable Readiness Criteria

Requirements Baseline Reference

Requirements Alignment State

Quality Assessment Reference

Quality Condition State

Security Assessment Reference

Security Condition State

Dependency Baseline Reference

Dependency Condition State

Configuration Baseline Reference

Configuration Condition State

Artifact Integrity Reference

Test Coverage Reference

Unresolved Defect Register

Unresolved Vulnerability Register

Material Finding Register

Evidence Provenance

Evidence Sufficiency

Evidence Freshness

Missing Evidence

Evidence Conflicts

Condition State Register

Exception References

Release Restrictions

Readiness Classification

Validity Conditions

Reassessment Requirement

Authorization Handoff Status

Effective Time

Minimum Implementation Framework

A minimum operational RRM implementation should contain eight governed
layers. Layer 1 — Candidate and Assessment Identity

Establish the exact release candidate, assessment identity, purpose, scope,

and boundaries. Layer 2 — Applicable Readiness Criteria

Identify the release conditions, mandatory requirements, acceptance

criteria, and permitted exception rules. Layer 3 — Requirements and
Quality Assessment

Evaluate applicable requirements alignment, quality findings, test

coverage, and unresolved defects. Layer 4 — Security, Dependency and
Configuration Assessment

Evaluate security findings, dependency conditions, configuration

consistency, and relevant artifact integrity evidence. Layer 5 —
Evidence and Condition Assessment

Determine evidence provenance, sufficiency, freshness, applicability,

conflicts, and individual condition states. Layer 6 — Material
Findings and Exceptions

Evaluate unresolved findings, materiality, restrictions, and valid

exception conditions. Layer 7 — Readiness Classification and Validity

Establish the readiness determination and preserve the conditions under

which it remains applicable. Layer 8 — Governed Output and
Authorization Handoff

Produce the Software Release Readiness Profile and transfer the governed

readiness state to RAM.

Minimum Decision States

Assessment Not Initiated

Candidate Identified

Assessment Boundary Established

Readiness Criteria Identified

Criteria Applicability Pending

Requirements Assessment Pending

Quality Assessment Pending

Security Assessment Pending

Dependency Assessment Pending

Configuration Assessment Pending

Evidence Review Pending

Evidence Sufficient

Evidence Insufficient

Evidence Conflicted

Condition Satisfied

Condition Not Satisfied

Condition Unknown

Condition Not Applicable

Condition Exception

Material Finding Identified

Exception Review Required

Readiness Not Established

Conditional Readiness Established

Readiness Established

Reassessment Required

Readiness Superseded

Authorization Handoff Completed

Unknown

Minimum Evidence Path

Where release readiness cannot be sufficiently established:

Software Release Candidate Profile → Assessment Scope → Applicable Release

Criteria → Requirements Evidence → Quality Evidence → Security
Evidence → Dependency Evidence → Configuration Evidence → Artifact
Integrity Evidence → Evidence Sufficiency Review → Condition
Classification → Missing / Conflicted / Unknown / Not Satisfied
Condition → Materiality Assessment → Evidence Acquisition / Corrective
Handoff / Exception Review → Targeted Reassessment → Readiness
Classification → Software Release Readiness Profile → RAM
Authorization Handoff

Missing evidence must not be replaced by assumed readiness.

Minimum Reassessment Framework

Current Software Release Readiness Profile → New Candidate or Lifecycle

Event → Material Change Identification → Candidate Identity Review →
Requirements Applicability Review → Quality Evidence Review → Security
Evidence Review → Dependency Condition Review → Configuration
Condition Review → Evidence Sufficiency Review → Exception Validity
Review → Condition State Update → Readiness Reclassification →
Historical State Preservation → Profile Update → Authorization Handoff
Update

Reassessment must distinguish:

Candidate Changed

Requirements Changed

Quality Conditions Changed

Security Conditions Changed

Dependencies Changed

Configuration Changed

Evidence Changed

Exception Conditions Changed

Previous Readiness Still Supported

Readiness Reassessment Required

Readiness No Longer Established

Governance Requirements

A conforming RRM implementation must satisfy the following
requirements. Assessment Identity and Criteria

Identify the release candidate being assessed
Establish the readiness assessment identity
Define assessment purpose
Define assessment scope
Preserve assessment boundaries
Identify applicable release criteria
Distinguish mandatory and conditional criteria
Preserve criterion applicability
Identify permitted exception conditions
Prevent incomplete criteria from automatically establishing

Requirements and Quality

Preserve applicable requirements references
Evaluate release scope alignment
Identify material requirements deviations
Preserve quality assessment references
Evaluate relevant test coverage
Preserve unresolved defects
Assess defect materiality
Prevent build success from replacing quality assessment
Prevent passing tests from automatically establishing
requirements

Security, Dependencies and Configuration

Preserve security assessment references
Evaluate unresolved security findings
Preserve relevant vulnerability conditions
Preserve dependency baseline references
Evaluate dependency acceptance conditions
Identify unresolved dependency restrictions
Preserve configuration baseline references
Evaluate configuration consistency
Preserve artifact integrity references
Prevent successful dependency installation from establishing
Prevent configuration declarations from replacing configuration

dependency acceptance. evidence.

Evidence Governance

Preserve readiness evidence provenance
Preserve evidence applicability to the exact candidate
Evaluate evidence sufficiency
Evaluate evidence freshness
Identify missing evidence
Preserve conflicting evidence
Preserve relevant uncertainty
Prevent historical evidence from automatically applying after
Prevent evidence volume from replacing evidence relevance
Prevent absent findings from being represented as positive
evidence

material candidate changes. of readiness.

Conditions and Exceptions

Classify applicable conditions as Satisfied, Not Satisfied, Unknown,

Not Applicable, or Exception. 42. Preserve the basis for Not
Applicable conditions. 43. Preserve the basis and authority references
for exceptions. 44. Identify non-exceptionable mandatory conditions.
45. Preserve unresolved mandatory failures. 46. Assess material
findings. 47. Preserve release restrictions. 48. Prevent Unknown from
being treated as Satisfied. 49. Prevent Exception from being treated
as Satisfied. 50. Prevent conditional readiness from being represented
as unrestricted readiness.

Readiness Classification and Continuity

Establish an evidence-supported readiness classification
Preserve readiness validity conditions
Bind readiness to the assessed candidate identity
Preserve assessment limitations
Identify material reassessment triggers
Reassess affected conditions when required
Preserve historical readiness states
Preserve superseding readiness conclusions
Prevent readiness for one candidate from automatically
transferring
Prevent readiness classification from becoming release
authorization

Architecture Boundaries

Maintain RCMM candidate identification boundaries
Maintain SRS requirements governance boundaries
Maintain SDS dependency governance boundaries
Maintain SCFS configuration governance boundaries
Maintain SQS quality governance boundaries
Maintain SSS security governance boundaries
Maintain RAM release authorization boundaries
Maintain SCMS change governance boundaries
Maintain SLCS lifecycle control boundaries
Produce a Software Release Readiness Profile

Governance Logic

Canonical RRM logic:

Release Candidate Identity → Readiness Assessment Purpose → Assessment

Boundary → Applicable Release Criteria → Requirements Alignment →
Quality Condition Assessment → Security Condition Assessment →
Dependency Condition Assessment → Configuration Condition Assessment →
Artifact Integrity Review → Test Evidence Applicability → Unresolved
Findings → Evidence Provenance → Evidence Sufficiency → Evidence
Freshness → Condition State Classification → Materiality Assessment →
Exception & Restriction Review → Readiness Determination → Validity
Condition Establishment → Software Release Readiness Profile → RAM
Authorization Handoff

A readiness determination must not override unresolved mandatory
conditions or create release authority.

Governance Outputs

RRM may produce:

Software Release Readiness Profile

Readiness Assessment Identity

Assessment Purpose Record

Assessment Boundary

Release Criteria Register

Requirements Alignment Assessment

Quality Condition Assessment

Security Condition Assessment

Dependency Condition Assessment

Configuration Condition Assessment

Artifact Integrity Assessment Reference

Test Coverage Applicability Record

Unresolved Defect Register

Unresolved Vulnerability Register

Material Finding Assessment

Readiness Evidence Register

Evidence Provenance Record

Evidence Sufficiency State

Evidence Freshness Assessment

Missing Evidence Record

Evidence Conflict Record

Condition State Register

Exception Reference

Release Restriction Record

Readiness Classification

Readiness Validity Conditions

Reassessment Requirement

Historical Readiness Reference

Authorization Handoff

Practical Applications Autonomous Software Factories

Evaluating whether AI-generated software candidates satisfy release

requirements rather than relying solely on automated build and test
success. Enterprise Release Management

Establishing consistent release readiness conditions across development

teams, software products, and delivery environments. Continuous
Delivery Pipelines

Separating pipeline execution success from evidence-supported release

readiness. Security Patch Releases

Assessing whether emergency software updates satisfy applicable release

conditions while preserving unresolved risks and restrictions.
Critical Infrastructure Software

Evaluating release readiness where software defects, configuration
changes, or security vulnerabilities may affect essential operational
functions. AI-Assisted Software Maintenance

Reassessing readiness after AI agents modify existing software,

dependencies, configurations, or implementation behavior.

Use Case 1 — An AI Agent Produces Software That Passes Every
Test but

Contains an Unauthorized Function

An organization authorizes an autonomous AI development system to create a

financial reporting application.

The approved requirements define data collection, calculation, and report

generation functions.

During development, an AI agent introduces an automatic refund function

that was not included in the approved requirements.

Another agent generates tests for the implemented application.

All tests pass.

The automated pipeline reports:

Build Successful — Tests Passed — Release Ready.

The application is submitted for release authorization.

RRM evaluates:

Release Candidate Identity → Requirements Alignment → Test Coverage →

Quality Findings → Evidence Sufficiency → Readiness Classification

The assessment identifies:

The release candidate is identifiable
The application builds successfully
Automated tests pass
The additional refund function is outside the approved
requirements
Test success establishes that the implemented function behaves
as
Requirements alignment remains unresolved for the proposed
release

tested, not that its inclusion was authorized.

The appropriate readiness classification is:

Readiness Not Established — Material Requirements Deviation.

The critical distinctions are:

Testing Success ≠ Requirements Alignment.

Implemented Functionality ≠ Authorized Functionality.

Automated Pipeline Success ≠ Release Readiness.

The result: RRM prevents a known requirements deviation from being

concealed behind successful automated testing.

RRM does not guarantee detection of every hidden function. It requires
identified deviations and evidence limitations to remain explicit in
the readiness determination.

Use Case 2 — A Critical Security Vulnerability Remains Unresolved

Before Release

A software company prepares a new version of an enterprise
application.

The candidate has passed functional tests and satisfies its principal

performance requirements.

A security assessment identifies a vulnerability affecting an externally

accessible interface.

The development team records the vulnerability but does not complete
remediation.

The release pipeline nevertheless reports that all required build and
functional test stages have completed successfully.

The organization proposes to release the software because the application

is technically functional.

RRM evaluates:

Candidate Identity → Security Findings → Vulnerability Materiality →

Applicable Security Criteria → Evidence Sufficiency → Exception
Eligibility → Readiness Classification

The assessment identifies:

Functional quality conditions are supported
A material security finding remains unresolved
Technical functionality does not resolve the security condition
Applicable release criteria must determine whether release is
The vulnerability cannot be treated as satisfied merely because
it has

prohibited, restricted, or eligible for a legitimate exception. been
documented.

Where the applicable mandatory security condition prohibits release,
the readiness classification is:

Readiness Not Established — Mandatory Security Condition Not
Satisfied.

The critical distinctions are:

Functional Readiness ≠ Security Readiness.

Vulnerability Documented ≠ Vulnerability Resolved.

Exception Requested ≠ Exception Authorized.

The result: RRM preserves the security condition as an independent

release readiness requirement and prevents unrelated technical success
from overriding it.

Use Case 3 — Previously Valid Test Evidence Is Reused After a

Dependency Change

An organization completes release readiness assessment for a software

candidate.

Requirements alignment, quality findings, and security conditions are
supported by relevant evidence.

Before authorization, an automated maintenance process updates a critical

external dependency.

The candidate retains the same visible version label.

The development pipeline does not rerun all affected tests.

Instead, it reuses the earlier readiness report.

RRM evaluates:

Original Candidate → Dependency Change → Artifact Applicability → Previous

Evidence → Affected Conditions → Reassessment Requirement → Updated
Readiness State

The assessment identifies:

Previous readiness evidence applied to the earlier candidate
state
A material dependency change occurred
The unchanged version label does not establish artifact
equivalence
Previous test and security evidence may no longer cover the
modified
Targeted reassessment is required for affected conditions
Unaffected findings may be retained only where their continued

candidate. applicability is sufficiently supported.

The appropriate classification is:

Reassessment Required — Previous Readiness Not Automatically
Applicable.

The critical distinctions are:

Version Equality ≠ Artifact Equivalence.

Evidence Previously Valid ≠ Evidence Currently Applicable.

Previous Readiness ≠ Continuing Readiness.

The result: RRM prevents historical readiness evidence from being

automatically transferred to materially changed software.

Critical Distinctions

Build Success ≠ Release Readiness.

Testing Success ≠ Sufficient Release Verification.

Implemented Behavior ≠ Approved Software Requirements.

Readiness Evidence Available ≠ Readiness Evidence Sufficient.

Release Conditions Assessed ≠ Release Conditions Satisfied.

Unknown Release Condition ≠ Satisfied Release Condition.

Release Exception Approved ≠ Underlying Condition Satisfied.

Release Readiness Established ≠ Release Authorization Granted.

Readiness Established for One Candidate ≠ Readiness Established for

Another Candidate.

Readiness Assessment Recorded ≠ Readiness Assessment Applicable to the

Current Candidate.

Emergency Release Purpose ≠ Automatic Exemption From Mandatory Release

Conditions.

Readiness Established Within a Limited Boundary ≠ Readiness
Established for Every Software Use or Environment.

Software Functionality Working ≠ Software Functionality Authorized by

Requirements.

Quality Tests Passed ≠ All Material Quality Conditions Satisfied.

Security Scan Completed ≠ Software Security Conditions Satisfied.

Dependency Installed Successfully ≠ Dependency Acceptable for Release.

Configuration Baseline Recorded ≠ Release Candidate Configuration

Verified.

High Test Coverage ≠ Sufficient Coverage of Critical Software
Behavior.

Tests Passed on a Previous Build ≠ Tests Passed on the Current Release

Defect Classified as Low Severity ≠ Defect Immaterial to Every Release

Context.

Vulnerability Documented ≠ Vulnerability Risk Resolved.

Individual Assessments Passed ≠ Combined Release Conditions
Consistent.

Readiness Evidence Recorded ≠ Readiness Evidence Authentic or
Applicable.

Large Volume of Test Evidence ≠ Sufficient Release Readiness Evidence.

Evidence Previously Valid ≠ Evidence Currently Applicable.

Required Evidence Missing ≠ Applicable Condition Satisfied.

Not Applicable ≠ Not Assessed.

Exception ≠ Satisfied.

No Known Failure ≠ Positive Evidence of Readiness.

Finding Minor in Technical Size ≠ Finding Immaterial to Release
Readiness.

Conditional Readiness ≠ Unrestricted Release Readiness.

Readiness Established Under One Set of Conditions ≠ Readiness Established

Under Materially Different Conditions.

Readiness Reassessment Triggered ≠ Previous Readiness Automatically

Cross-Architecture Boundary

RRM may consume governed evidence from:

SRS — Software Requirements Standard

SCS — Software Creation Standard

SDS — Software Dependency Standard

SCFS — Software Configuration Standard

SQS — Software Quality Standard

SSS — Software Security Standard

SCMS — Software Change Management Standard

SLCS — Software Lifecycle Control Standard

Within SRLS, RRM receives the candidate identity and composition
established by:

RCMM — Release Candidate Management Module

RRM provides the readiness determination to:

RAM — Release Authorization Module

Relevant decisions and evidence may subsequently be preserved through:

RRMM — Release Record Management Module

Material changes or invalidated release conditions may also become
relevant to:

RWM — Release Withdrawal Module

RRM does not replace the substantive governance mechanisms responsible
for requirements, quality, security, dependencies, configuration, or
software changes.

Its role is to determine whether their relevant findings sufficiently
support release readiness for the identified candidate.

Cross-Architecture Mechanism Principle

An operational mechanism may produce inputs for multiple governance
architectures, but it belongs only to the architecture whose governed
domain includes that mechanism itself. Other architectures govern only
its domain-specific relevance or consequences.

RRM may consume software test results, vulnerability assessments,
dependency records, configuration evidence, and requirements
traceability.

It governs the release readiness implications of those findings.

It does not independently redefine their underlying assessment methods
or assume the authority of the mechanisms that produced them.

Canonical Boundary

RRM governs how identifiable software release candidates are assessed
against applicable requirements, quality, security, dependency,
configuration, artifact integrity, evidence, and release-specific
conditions to establish an evidence-supported readiness determination
within explicit assessment and validity boundaries.

It does not independently create software requirements, execute
testing, remediate vulnerabilities, authorize software release,
authorize deployment, or certify that software is free from defects or
harmful behavior.

Its principal governed output is the Software Release Readiness
Profile.

Canonical Closing Statement

Software release readiness cannot be established merely because

development is complete, a build succeeds, or automated tests report
success.

A software candidate may perform its tested functions correctly while
containing behavior that was never authorized.

It may satisfy quality requirements while retaining unresolved
security vulnerabilities.

It may be supported by extensive test evidence that applies to an
earlier build rather than the artifact currently proposed for release.

And it may receive a favorable automated readiness report while
material dependency, configuration, or requirements conditions remain
unknown.

The absence of a detected failure is not evidence that every
applicable release condition has been satisfied.

RRM establishes the methodological boundary between technical results and

evidence-supported release readiness.

It requires the exact candidate to be identified, the applicable criteria

to be established, the relevant lifecycle findings to be assessed, and
unresolved conditions to remain visible.

It preserves the distinction between satisfied conditions, unsatisfied

conditions, unknown conditions, legitimate inapplicability, and
explicitly governed exceptions.

It also ensures that readiness remains associated with the software
artifact and conditions actually assessed.

A readiness conclusion is not permanent merely because it was valid
when first established.

When software changes, dependencies change, configurations change, or
new evidence emerges, the continued applicability of the readiness
conclusion must be reassessed.

RRM establishes a fundamental release governance requirement: software

must not be represented as ready for authorization unless the
applicable release conditions are sufficiently supported by relevant
evidence and unresolved limitations remain explicitly governed.

This requirement applies regardless of whether software is developed
by humans, automated pipelines, AI coding assistants, or autonomous
software factories.

The actor may change.

The development process may accelerate.

The volume of automated testing may increase.

The requirement for evidence-supported release readiness remains.

RRM transforms release readiness from a technical success indicator into a

governed assessment state — ensuring that software is not considered
ready merely because it works, but because the conditions required to
justify its release have been sufficiently established.