CVM — Capability Value Module
Architecture:
VEGA™ — Value Execution Governance Architecture
Parent Standard:
Strategic Value Governance Standard (SVGS)
Category:
Governance & Enforcement
Subcategory:
Value Execution Governance
Type: Core Module
Governed Space:
Strategic Capability Value Governance
Module ID: VEGA-SVGS-CVM-002
Origin ID: OOF.CM.VEGA.07.02.01
Version: 1.0
Status: Canonical · Open Standard
Effective Date: 30 September 2026
Compatibility: OOF® Methodology OS™ · Modular OOF® Architecture Ecosystem
AI-Readable: Yes
Authority: OOF® — OriginOpen® Foundation
Protection:
MIP® — Methodological Intellectual Property
Canonical Language:
English (UCL™)
1. Canonical Definition
The Capability Value Module (CVM) governs how intelligence-related capability created, improved, enabled, or preserved through an intelligence investment is identified, evidenced, bounded, evaluated, and represented as a potential source of Strategic Value.
CVM determines whether a Strategic Value Candidate has produced a real capability capable of supporting the future Value pathway identified through Strategic Value Identification Governance.
It distinguishes demonstrated capability from planned, claimed, theoretical, inaccessible, obsolete, or strategically irrelevant capability.
CVM evaluates whether the capability exists, what it enables, how mature and usable it is, what conditions constrain it, whether it can be reused or transferred, how dependent it is on specific resources or systems, and whether it has a defensible relationship to future Value.
It does not assume that greater technical capability automatically creates greater Strategic Value.
Its principal output is:
Governed Capability Value State
Its foundational distinction is:
Capability ≠ Strategic Value by default.
2. Operational Role
The operational role of CVM is:
to determine whether an intelligence investment has created or materially improved a real capability and whether that capability has a defensible relationship to future governed Value.
SVIM asks:
“Is there a legitimate Strategic Value candidate?”
CVM asks:
“What capability actually exists, and why does that capability matter?”
3. Position in the SVGS Internal Flow
The SVGS internal governance flow is:
Strategic Value Identification → Capability Value → Deferred Value → Strategic Milestone → Capital-at-Risk
CVM governs:
Capability Value
Its principal upstream input is:
Governed Strategic Value Identification State
Its principal output is:
Governed Capability Value State
That state proceeds to:
Deferred Value Governance
4. Central Operational Question
What intelligence-related capability actually exists or has materially improved, what can it reliably enable, and does that capability have a sufficiently evidenced relationship to future governed Value?
5. Capability Object
Every CVM assessment must identify the capability being evaluated.
The Capability Object may be:
a technical capability,
reasoning capability,
automation capability,
agentic capability,
research capability,
deployment capability,
integration capability,
data capability,
infrastructure capability,
governance capability,
organizational capability,
human-AI capability,
or another sufficiently defined intelligence-enabled capability.
6. Capability Boundary
The Capability Boundary defines:
what the capability can do,
what it cannot do,
under what conditions it operates,
what resources it requires,
and what dependencies constrain it.
7. Capability Existence
A capability exists for CVM purposes only where sufficient evidence demonstrates that the relevant function can actually be performed under defined conditions.
Therefore:
Planned Capability ≠ Existing Capability.
8. Claimed Capability
A Claimed Capability is a statement that an intelligence system or investment can perform a defined function.
A claim is not evidence.
9. Demonstrated Capability
A Demonstrated Capability has been evidenced through:
testing,
experimentation,
validated execution,
operational performance,
or another appropriate mechanism.
10. Theoretical Capability
A Theoretical Capability may be technically plausible without having been demonstrated.
It should remain distinguishable from demonstrated capability.
11. Available Capability
A capability may technically exist but remain unavailable because required:
models,
hardware,
data,
infrastructure,
permissions,
or expertise
cannot be accessed.
12. Accessible Capability
Accessible Capability can be practically invoked or deployed within the relevant environment.
13. Usable Capability
Usable Capability can perform its intended function with sufficient:
reliability,
quality,
availability,
and operational compatibility.
14. Operational Capability
Operational Capability is sufficiently integrated and reliable for the applicable operational environment.
15. Capability State Progression
A capability may progress through states such as:
Conceptual → Experimental → Demonstrated → Accessible → Usable → Operational → Scalable
These states are not automatic.
Each transition should be supported by appropriate evidence.
16. Capability Maturity
Capability Maturity represents how far the capability has progressed from theoretical possibility toward dependable operational use.
17. Experimental Capability
Experimental Capability has been demonstrated under limited or controlled conditions.
18. Prototype Capability
Prototype Capability exists in an implementation capable of demonstrating meaningful functionality but may not yet satisfy operational requirements.
19. Production Capability
Production Capability can operate within the applicable production environment under defined conditions.
20. Scalable Capability
Scalable Capability can expand across relevant volume, users, tasks, or environments without unacceptable degradation of the governed capability.
21. Capability Maturity ≠ Capability Value
A mature capability may have little strategic relevance.
An immature capability may have substantial future significance.
Therefore:
Capability Maturity ≠ Capability Value.
22. Capability Function
The Capability Function identifies what the capability actually enables.
It should be expressed in operationally meaningful terms.
23. Capability Output
The capability should identify the type of output or state it can produce.
24. Capability Requirement
The requirements necessary for the capability to function should be explicit where material.
25. Capability Conditions
Capability may depend on:
input quality,
context,
model configuration,
tools,
hardware,
human supervision,
environment,
or other execution conditions.
26. Capability Reliability
Capability Reliability concerns whether the capability can perform the relevant function consistently enough for its intended strategic use.
27. Capability Quality
Capability Quality concerns whether the produced output satisfies the relevant qualitative requirements.
28. Capability Consistency
A capability that appears only intermittently may have different Strategic Value from one that can be reproduced reliably.
29. Capability Reproducibility
A demonstrated capability should be reproducible where reproducibility is material to the future Value pathway.
30. Capability Robustness
Capability Robustness concerns whether the capability remains functional under relevant variation in:
inputs,
conditions,
scale,
or environment.
31. Capability Availability
Strategic Value may depend on whether the capability is available when required.
32. Capability Latency
A capability may exist technically but be too slow for its intended future use.
Latency may therefore constrain Capability Value.
33. Capability Precision
Some capabilities require defined levels of precision.
Greater precision does not automatically create greater Strategic Value.
34. Minimum Sufficient Capability
Minimum Sufficient Capability is the least capability level capable of supporting the relevant future Value pathway within applicable constraints.
35. Excess Capability
Capability beyond what the strategic pathway can meaningfully use does not automatically create additional Strategic Value.
Therefore:
More Capability ≠ More Strategic Value.
36. Capability Relevance
Capability Value requires a defensible relationship between:
Capability → Future Value Pathway
Technical capability without strategic relevance does not establish Capability Value.
37. Strategic Need Relationship
The capability should address the strategic need identified upstream.
38. Capability-to-Need Fit
Capability-to-Need Fit represents how directly the demonstrated capability addresses the identified strategic requirement.
39. Capability Misalignment
A technically strong capability may have weak Strategic Value where it does not materially address the relevant strategic need.
40. Capability Additionality
CVM should determine what capability exists because of the intelligence investment that did not exist, or did not exist at the same level, before it.
41. Capability Baseline
The Capability Baseline represents the relevant capability state before the intelligence investment or improvement.
42. Capability Increment
Capability Increment is the measurable or evidenced improvement relative to the Capability Baseline.
43. Existing Capability
Existing organizational capability should not be counted again as newly created Strategic Value.
44. Capability Duplication
Creating a second implementation of an already available capability may still have Strategic Value where it improves:
independence,
resilience,
availability,
cost,
or another relevant strategic property.
The additional Value must be identified.
45. Capability Substitution
A new capability may replace an existing capability.
Replacement alone does not establish Strategic Value unless the substitution creates a relevant improvement or strategic option.
46. Capability Expansion
Capability Expansion occurs where the intelligence investment enables materially broader:
tasks,
contexts,
users,
volumes,
or operational functions.
47. Capability Depth
Capability Depth represents improvement in the sophistication or difficulty of functions the capability can perform.
48. Capability Breadth
Capability Breadth represents the range of functions or contexts in which the capability can operate.
49. Breadth vs Value
Broad capability does not automatically create greater Strategic Value.
Strategic relevance remains required.
50. Capability Specialization
A narrow specialized capability may create substantial Strategic Value where it addresses a critical future need.
51. General Capability
A general capability may create Strategic Value through broad applicability.
Its Value should not be assumed merely from generality.
52. Capability Reusability
Capability Reusability concerns whether the capability can support multiple future uses without being rebuilt from the beginning.
53. Reuse Evidence
Potential reuse should be supported by evidence concerning:
technical compatibility,
operational applicability,
and required adaptation.
54. Reusable Capability Value
Reusable capability may increase Strategic Value because one investment can support multiple future Value pathways.
55. Reuse ≠ Double Counting
The same underlying capability should not be counted as independently created Value each time it is reused.
56. Capability Transferability
Capability Transferability concerns whether the capability can be applied to a materially different:
task,
system,
business function,
operational environment,
or technical configuration.
57. Transfer Requirement
Transfer may require:
adaptation,
retraining,
integration,
validation,
or additional infrastructure.
These requirements should remain visible.
58. Transferability Evidence
Claims of transferability should be supported through:
demonstration,
comparative testing,
validated reuse,
or another appropriate evidence mechanism.
59. Theoretical Transferability
A capability believed to be transferable but not yet tested should remain identified as such.
60. Portability
Portability concerns whether the capability can move between technical environments without losing essential function.
61. Model Portability
A capability may depend on one model or remain available across multiple models.
This may affect its Strategic Value.
62. Provider Portability
Capability tied to one provider may have different strategic characteristics from capability that can operate across providers.
63. Infrastructure Portability
A capability may depend on specific hardware, cloud infrastructure, edge systems, or other execution environments.
64. Data Portability Boundary
A capability may depend on data that cannot be transferred or reused across environments.
CVM identifies the capability implication without replacing data governance.
65. Capability Modularity
A modular capability may be easier to reuse, replace, integrate, or extend.
Modularity may contribute to Strategic Value where operationally relevant.
66. Capability Composability
Composability concerns whether the capability can combine with other capabilities to create broader future functionality.
67. Capability Interoperability
Interoperability may increase future strategic applicability.
Interoperability should be evidenced rather than assumed.
68. Capability Integration
A technically valid capability may require significant integration before future Value can be realized.
69. Integration Readiness
Integration Readiness represents whether the capability can be connected to the relevant operational environment.
70. Integration Burden
High integration burden may reduce the practical Strategic Value of an otherwise strong capability.
71. Deployment Readiness
Deployment Readiness concerns whether the capability is sufficiently prepared for the intended future deployment environment.
72. Deployment Gap
A Deployment Gap exists where a demonstrated capability cannot yet be used under the intended operational conditions.
73. Operational Readiness
Operational Readiness requires more than technical existence.
It may include:
reliability,
integration,
support,
governance,
monitoring,
and other necessary operating conditions.
74. Capability Accessibility
Strategic capability has limited practical Value where it cannot be accessed by the intended operational users or systems.
75. Human Accessibility
A capability may require specialized expertise to use effectively.
The required human capability should remain visible.
76. Capability Complexity
High operating complexity may reduce practical usability and increase dependency.
77. Capability Maintainability
Capability Value may depend on whether the capability can be maintained over the relevant strategic horizon.
ISS governs long-term sustainability.
CVM identifies the capability dependency.
78. Capability Evolvability
A capability capable of adapting to changing requirements may possess greater future applicability.
This should be evidenced where claimed.
79. Capability Extensibility
Extensibility concerns whether new functions can be added without replacing the underlying capability.
80. Capability Upgradeability
Upgradeability concerns whether the capability can improve as underlying intelligence technology evolves.
81. Capability Dependency
Capability Value may depend on specific:
models,
vendors,
hardware,
software,
tools,
data,
infrastructure,
people,
or external services.
82. Critical Capability Dependency
A Critical Capability Dependency is one whose loss would materially eliminate or degrade the capability.
83. Model Dependency
A capability tied exclusively to one model should preserve that dependency in its governed state.
84. Vendor Dependency
Provider-specific capability may create strategic dependency.
CVM identifies the dependency without governing long-term sustainability.
85. Hardware Dependency
Some capabilities require specialized hardware.
The requirement should remain visible where material.
86. Infrastructure Dependency
Capability may depend on:
cloud,
network,
storage,
compute,
edge infrastructure,
or another execution environment.
87. Tool Dependency
Agentic or workflow capability may depend on external tools or services.
88. Data Dependency
Capability may depend on specific data availability, quality, or access.
89. Human Dependency
Some intelligence capabilities remain dependent on:
specialist operation,
human review,
engineering,
domain expertise,
or governance.
90. Dependency Concentration
Capability dependent on a single critical component may have different strategic characteristics from a capability supported by multiple alternatives.
91. Capability Independence
Greater independence may create Strategic Value where it reduces a material strategic dependency.
Independence itself is not automatically Value.
92. Capability Resilience Boundary
A capability may remain available despite failure of a component.
CVM may identify this property where relevant.
Broader long-term resilience belongs to ISS and other competent governance spaces.
93. Capability Obsolescence
Capability may lose Strategic Value because:
better alternatives emerge,
technical requirements change,
the strategic need disappears,
or dependencies become unavailable.
94. Obsolescence Exposure
Capabilities in rapidly changing technical environments may require more frequent reassessment.
95. Capability Half-Life
Where useful, an implementation may estimate the period over which the capability is expected to remain strategically relevant.
This is not a universal VEGA™ metric.
96. Capability Preservation
Some capabilities require continued investment to remain usable.
Maintenance expenditure should remain visible for subsequent governance.
97. Knowledge Preservation
A capability may depend on retained:
technical knowledge,
documentation,
models,
configuration,
or human expertise.
98. Capability Loss
Capability may be lost through:
technology removal,
staff departure,
vendor withdrawal,
data loss,
infrastructure change,
or obsolescence.
99. Capability Recovery
Where capability can be restored after loss, the recovery requirement may affect its strategic significance.
100. Capability Evidence
CVM requires evidence appropriate to the capability claim.
Evidence may include:
tests,
benchmarks,
validated demonstrations,
operational records,
experimental results,
deployment records,
integration evidence,
or other relevant artifacts.
101. Capability Evidence Quality
Evidence quality should reflect:
relevance,
reproducibility,
environmental similarity,
independence,
recency,
and methodological quality.
102. Demonstration Evidence
A demonstration may establish that a capability can exist.
It may not establish that the capability is operationally reliable.
103. Benchmark Evidence
Benchmark performance may support capability evidence where the benchmark is relevant to the intended function.
Therefore:
Benchmark Performance ≠ Operational Capability by default.
104. Laboratory Evidence
Laboratory evidence may demonstrate capability under controlled conditions.
Its transfer to operational environments should not be assumed.
105. Operational Evidence
Operational evidence demonstrates capability under real or sufficiently representative operating conditions.
106. Reproduction Evidence
Independent or repeated reproduction strengthens evidence that the capability is stable rather than accidental.
107. Capability Evidence Gap
An Evidence Gap exists where a material capability claim lacks sufficient support.
108. Critical Capability Evidence Gap
A critical gap may prevent a capability from being represented as established.
109. Capability Uncertainty
Capability uncertainty should remain explicit where:
performance,
reliability,
transferability,
availability,
or future relevance
remains uncertain.
110. Capability Confidence
Capability confidence should correspond to the strength of the evidence.
111. Capability Value Pathway
Capability Value requires a pathway:
Demonstrated Capability → Relevant Future Use → Validated Future Value
Each connection should remain governable.
112. Capability-to-Use Relationship
A capability may exist without a credible future use.
Such capability should not automatically be assigned Strategic Value.
113. Use-to-Value Relationship
A future use may exist without producing material Value.
The Value pathway should therefore remain explicit.
114. Capability Value Additionality
CVM should identify the future Value potential created specifically by the capability increment.
115. Capability Value Evidence
Capability Value evidence should support both:
the existence of the capability
and
its relationship to future Value.
116. Capability Value Strength
Capability Value may strengthen where:
capability is demonstrated,
relevant,
mature,
reusable,
transferable,
accessible,
and connected to a credible future Value pathway.
117. Capability Value Weakness
Capability Value may weaken where the capability is:
theoretical,
fragile,
irrelevant,
inaccessible,
highly dependent,
non-transferable,
or rapidly becoming obsolete.
118. Capability Value Candidate
A demonstrated capability may still remain only a Capability Value Candidate where the future Value relationship is insufficiently evidenced.
119. Established Capability Value
Capability Value becomes established where sufficient evidence supports both capability existence and strategic relevance.
120. Conditional Capability Value
Capability Value may be conditional on:
integration,
deployment,
access,
additional development,
or another material dependency.
121. Capability Value Ceiling
The Strategic Value of a capability may be limited by the maximum future Value it can realistically enable.
122. Capability Value Saturation
Additional technical improvement may stop producing material additional Strategic Value once the relevant future need is already sufficiently supported.
123. Capability Overdevelopment
Investment may continue increasing capability beyond what the strategic pathway requires.
Therefore:
Capability Improvement ≠ Strategic Improvement by default.
124. Capability Underdevelopment
A strategically relevant capability may remain below the level required to support the future Value pathway.
125. Capability Gap
A Capability Gap is the difference between the demonstrated capability and the capability required for the future Value pathway.
126. Critical Capability Gap
A Critical Capability Gap prevents the capability from supporting the required future Value pathway.
127. Capability Development Path
Where a gap exists, CVM may identify the capability states required to close it.
It does not authorize the investment needed to do so.
128. Capability Optimization Opportunity
A Capability Optimization Opportunity exists where Strategic Value may be improved by:
increasing relevant capability,
reducing unnecessary capability,
improving reliability,
increasing transferability,
reducing critical dependency,
or improving operational usability.
129. Capability Optimization Hypothesis
An optimization hypothesis should identify:
the capability property being changed,
the expected strategic effect,
the evidence required,
and the Value pathway that should improve.
130. Capability Cost Boundary
The cost required to create or maintain capability remains economically relevant.
IES governs Intelligence Economy.
CVM does not rewrite that economic state.
131. Expensive Capability
High development cost does not eliminate Capability Value.
It may affect subsequent strategic and sustainability governance.
132. Cheap Capability
Low development cost does not establish Capability Value.
133. Capability ROI Boundary
Positive ROI does not establish Capability Value.
Negative immediate ROI does not eliminate Capability Value.
134. Productivity Boundary
High productivity does not automatically create Strategic Capability Value.
IPS governs productivity.
135. Computational Optimization Boundary
A computationally efficient capability may still lack strategic relevance.
COS governs Computational Optimization.
136. Resource Boundary
Resource-efficient capability may still have little Strategic Value.
RGS governs resource allocation and consumption.
137. Value Boundary
VGS governs Value.
CVM governs the strategic significance of capability as a potential future Value mechanism.
138. Deferred Value Boundary
CVM establishes whether capability exists and matters.
The next SVGS mechanism governs the Value expected to materialize later.
Therefore:
Capability Value ≠ Deferred Value.
139. Milestone Boundary
Capability evidence may later support Strategic Milestones.
CVM does not govern the complete milestone lifecycle.
140. Capital-at-Risk Boundary
Capability development may require significant capital.
CVM does not determine whether continued Capital-at-Risk is justified.
141. Sustainability Boundary
ISS governs whether the capability and its operating model can remain viable over the intended lifecycle.
142. Attribution Boundary
VAS governs detailed Value Attribution.
CVM should preserve uncertainty where capability results from multiple contributors.
143. Harm Boundary
HAGA™ governs Harm.
A strategically valuable capability does not make Harm acceptable.
144. Liability Boundary
LIGA™ governs Liability.
Capability Value does not determine Liability.
145. Authority Boundary
Capability does not create authority.
Therefore:
Capability ≠ Execution Authority.
146. Decision Boundary
CVM provides Strategic Value evidence.
It does not decide:
continuation,
scaling,
migration,
retirement,
or investment approval.
147. Capability Drift
Capability may change over time because of:
model changes,
system updates,
data changes,
infrastructure changes,
environmental change,
or operational degradation.
148. Capability Value Drift
Strategic Value may change even where the technical capability remains stable.
The future need or Value pathway may change.
149. Relevance Drift
A previously important capability may become strategically irrelevant.
150. Dependency Drift
Dependencies may become:
stronger,
weaker,
unavailable,
or replaceable.
151. Maturity Drift
Capability may advance or regress in maturity.
152. Evidence Drift
Evidence may become outdated where the capability or environment changes materially.
153. Capability Reassessment
Reassessment should occur where material changes affect:
capability function,
performance,
reliability,
maturity,
accessibility,
transferability,
dependencies,
future need,
or Value pathway.
154. Capability Value Integrity
CVM should resist:
capability hype,
benchmark substitution,
demo-to-production assumptions,
planned-capability inflation,
unused capability inflation,
technical novelty bias,
unsupported transferability,
unsupported scalability,
dependency concealment,
obsolescence neglect,
and treating greater capability as automatic greater Value.
The governing principle is:
A capability has Strategic Value only when what it can reliably enable has a defensible relationship to future Value.
155. Capability Evidence Record
CVM should preserve sufficient evidence to reconstruct:
Capability Object,
Capability Boundary,
Capability Function,
Capability State,
Capability Maturity,
Capability Increment,
reliability,
reproducibility,
accessibility,
usability,
transferability,
reusability,
dependencies,
gaps,
future Value pathway,
uncertainty,
and Capability Value determination.
156. Capability Provenance
Material evidence should preserve sufficient provenance to identify:
source,
time,
version,
methodology,
environment,
and relationship to the capability claim.
157. Capability Versioning
Material changes to the capability or evidence Basis should be versioned where appropriate.
158. Governed Capability Value State
The principal output of CVM is:
Governed Capability Value State
It should identify, where applicable:
Capability Object,
Capability Boundary,
Capability Function,
Capability State,
Capability Maturity,
Capability Baseline,
Capability Increment,
Capability Requirement,
Capability Reliability,
Capability Quality,
Capability Consistency,
Capability Reproducibility,
Capability Robustness,
Capability Availability,
Capability Accessibility,
Capability Usability,
Capability Readiness,
Capability Breadth,
Capability Depth,
Capability Reusability,
Capability Transferability,
Capability Portability,
Capability Modularity,
Capability Composability,
Capability Interoperability,
Integration Readiness,
Deployment Readiness,
Capability Dependencies,
Critical Dependencies,
Obsolescence Exposure,
Capability Gap,
Capability Value Pathway,
Capability Value Additionality,
Capability Value Strength,
Capability Value Classification,
uncertainty,
confidence,
evidence,
version,
and provenance.
159. Meaning of the Output
The Governed Capability Value State determines whether the intelligence investment has created a real capability with a sufficiently evidenced relationship to future Value.
Possible states may include:
Established,
Developing,
Conditional,
Experimental,
Operational,
Transferable,
Dependency-Limited,
Capability-Gap-Limited,
Obsolescence-Exposed,
Evidence-Limited,
Unsupported,
or Unresolved.
Capability Value does not establish that future Value has already materialized.
160. Minimum Implementation Framework
A conforming implementation of CVM must provide exactly the following six capabilities:
1. Capability Object & Boundary Governance
Capability to define the Capability Object, function, requirements, operating conditions, and relevant capability boundaries.
2. Capability Existence & Maturity Governance
Capability to distinguish claimed, theoretical, experimental, demonstrated, accessible, usable, operational, and scalable capability and establish the applicable maturity state.
3. Capability Relevance & Future Value Governance
Capability to connect demonstrated capability to the identified strategic need and future Value pathway, establish capability additionality, and identify relevant capability gaps.
4. Reusability, Transferability & Dependency Governance
Capability to evaluate reuse, transferability, portability, integration, critical dependencies, accessibility, and obsolescence exposure.
5. Capability Evidence & Integrity Governance
Capability to evaluate capability evidence, uncertainty, reproducibility, reliability, detect capability inflation, benchmark substitution, demo-to-production assumptions, unsupported scalability, and other integrity failures.
6. SVGS Deferred Value Handoff Governance
Capability to produce a Governed Capability Value State sufficiently explicit for subsequent Deferred Value governance.
161. Governance Logic
The canonical CVM governance logic is:
Governed Strategic Value Identification State
↓
Identify Capability Object
↓
Establish Capability Boundary
↓
Define Capability Function
↓
Identify Capability Requirements / Conditions
↓
Establish Capability Baseline
↓
Identify Capability Increment
↓
Determine Capability Existence
↓
Determine Capability Maturity
↓
Assess Reliability / Quality / Reproducibility
↓
Assess Accessibility / Usability / Readiness
↓
Assess Capability-to-Need Fit
↓
Assess Reusability / Transferability / Portability
↓
Identify Integration / Deployment Gaps
↓
Identify Dependencies / Critical Dependencies
↓
Assess Obsolescence Exposure
↓
Construct Capability Value Pathway
↓
Assess Capability Value Additionality
↓
Identify Capability Gaps
↓
Assess Evidence / Uncertainty
↓
Test Capability Value Integrity
↓
Establish Governed Capability Value State
↓
Handoff to Deferred Value Governance
162. Governance Outputs
CVM may produce:
Capability Object
Capability Boundary
Capability Function
Capability Requirement State
Capability Condition State
Capability Baseline
Capability Increment
Capability Existence State
Capability Maturity State
Capability Reliability State
Capability Quality State
Capability Reproducibility State
Capability Robustness State
Capability Accessibility State
Capability Usability State
Capability Readiness State
Capability Breadth State
Capability Depth State
Capability Reusability State
Capability Transferability State
Capability Portability State
Capability Interoperability State
Integration Readiness State
Deployment Readiness State
Capability Dependency Map
Critical Capability Dependency State
Obsolescence Exposure State
Capability Gap
Capability Value Pathway
Capability Value Additionality State
Capability Value Classification
Capability Optimization Opportunity
Capability Uncertainty State
Capability Confidence State
Capability Evidence Record
Capability Version
Capability Provenance
The principal output is:
Governed Capability Value State
163. Critical Distinctions
CVM preserves the following distinctions:
Capability ≠ Strategic Value by default
Planned Capability ≠ Existing Capability
Claimed Capability ≠ Demonstrated Capability
Theoretical Capability ≠ Operational Capability
Demonstrated Capability ≠ Production Capability
Benchmark Performance ≠ Operational Capability by default
Capability Maturity ≠ Capability Value
More Capability ≠ More Strategic Value
Capability ≠ Strategic Relevance
Capability Improvement ≠ Strategic Improvement by default
Capability Breadth ≠ Capability Value
Reuse ≠ Double Counting
Potential Transferability ≠ Demonstrated Transferability
Technical Existence ≠ Operational Accessibility
Capability Value ≠ Deferred Value
High Capability ≠ High Productivity by default
Capability ≠ Execution Authority
Capability Value Evidence ≠ Investment Approval
164. Cross-Architecture Boundary
CVM governs Strategic Capability Value within SVGS.
SVIM governs Strategic Value Identification.
The subsequent SVGS mechanisms govern:
Deferred Value,
Strategic Milestones,
and Capital-at-Risk.
VGS governs Value.
IPS governs Intelligence Productivity.
RGS governs Resource Governance.
COS governs Computational Optimization.
IES governs Intelligence Economy.
ISS governs long-term Intelligence Sustainability.
VAS governs detailed Value Attribution.
DGS governs lifecycle Decision Governance.
VALIDOS™ may govern validation methodology.
ADIT® may govern evidence and auditability.
HAGA™ governs Harm.
LIGA™ governs Liability.
CVM may consume governed evidence from these spaces without replacing their methodologies.
165. Canonical Boundary
CVM begins when a Strategic Value Candidate has been sufficiently identified to determine whether a real intelligence- related capability exists and whether that capability supports the proposed future Value pathway.
CVM governs:
Capability Objects,
Capability Boundaries,
Capability Functions,
Capability Requirements,
Capability Conditions,
Capability Existence,
Capability States,
Capability Maturity,
experimental capability,
prototype capability,
production capability,
scalable capability,
Capability Reliability,
Capability Quality,
Capability Consistency,
Capability Reproducibility,
Capability Robustness,
Capability Availability,
Capability Accessibility,
Capability Usability,
Operational Capability,
Minimum Sufficient Capability,
Excess Capability,
Capability Relevance,
Capability-to-Need Fit,
Capability Additionality,
Capability Baselines,
Capability Increment,
Capability Expansion,
Capability Depth,
Capability Breadth,
Capability Specialization,
general capability,
Capability Reusability,
Capability Transferability,
Capability Portability,
Capability Modularity,
Capability Composability,
Capability Interoperability,
integration,
Integration Readiness,
Deployment Readiness,
Operational Readiness,
human accessibility,
Capability Complexity,
Maintainability dependencies,
Evolvability,
Extensibility,
Upgradeability,
Capability Dependencies,
dependency concentration,
Capability Independence,
Obsolescence Exposure,
Capability Preservation,
Capability Loss,
Capability Recovery,
Capability Evidence,
Capability Uncertainty,
Capability Confidence,
Capability Value pathways,
Capability Value Additionality,
Capability Value strength,
Capability Value ceilings,
Capability Saturation,
Capability Overdevelopment,
Capability Gaps,
optimization opportunities,
drift,
reassessment,
versioning,
and provenance.
CVM does not independently govern:
Strategic Value Identification,
Deferred Value realization,
Strategic Milestones,
Capital-at-Risk,
immediate Value definition,
Intelligence Economy,
long-term Intelligence Sustainability,
final Value Attribution,
Harm,
Liability,
investment authority,
execution authority,
continuation,
scaling,
migration,
retirement,
or final lifecycle decisions.
CVM ends when the intelligence-related capability has been represented as a:
Governed Capability Value State
for subsequent Deferred Value governance.
166. Use Case 1 — Impressive AI Demo, No Operational Capability
An organization demonstrates an advanced AI system capable of completing a complex task under controlled conditions.
The demonstration receives strong internal attention and is described as a major strategic capability.
CVM evaluates whether the capability is:
reproducible,
reliable,
accessible,
integrable,
operationally usable,
and relevant to the identified future Value pathway.
The assessment finds that the demonstration depends on extensive manual preparation, specialized engineers, unstable tooling, and conditions unavailable in the intended production environment.
The technical capability may be real.
Its operational maturity and current Capability Value are more limited.
Demonstrated Capability ≠ Production Capability.
Capability Maturity ≠ Capability Value.
167. Use Case 2 — Research Creates a Reusable Capability
An intelligence research program develops a new capability that initially has no direct commercial return.
The capability has been independently reproduced, can operate across several relevant task classes, integrates with existing infrastructure, and can support multiple future operational applications.
CVM establishes:
the Capability Object,
Capability Increment,
maturity,
reliability,
reusability,
transferability,
dependencies,
and its relationship to the identified future Value pathways.
The capability can therefore possess legitimate Strategic Value even before the future applications generate realized Value.
A capability becomes strategically meaningful when what it enables can be connected to future Value.
168. Canonical Closing Statement
A capability is not strategically valuable merely because it exists.
It must do something that matters.
It must exist beyond a claim.
It must operate under identifiable conditions.
Its dependencies must be visible.
Its limits must be understood.
And what it enables must connect to a credible future Value pathway.
Planned Capability ≠ Existing Capability.
Demonstrated Capability ≠ Production Capability.
More Capability ≠ More Strategic Value.
Capability ≠ Strategic Value by default.
A capability has Strategic Value only when what it can reliably enable has a defensible relationship to future Value.
The strategic value of capability is not measured by how impressive the technology appears, but by what future Value that capability can credibly make possible.