ERRM — End-of-Use Resource Recognition Module
Architecture:
RSGA™ — Resource Sustainability Governance Architecture
Parent Standard:
Resource Recovery & Circularity Standard (RRCS)
Category:
Governance & Enforcement
Subcategory:
Resource Governance
Type:
Core Module
Governed Space:
End-of-Use Resource Recognition Governance
Module ID:
RSGA-RRCS-ERRM-01
Origin ID:
OOF-RSGA-RRCS-ERRM
Version:
1.0
Status:
Canonical Open
Effective Date:
8 October 2026
Compatibility:
Methodology OS — Modular Compatibility
GIE-Compatible:
Yes
AI-Readable:
Yes
Authority:
OOF® — OriginOpen® Foundation
Protection:
Protected Methodological Work
Canonical Language:
English
1. Canonical Definition
ERRM — End-of-Use Resource Recognition Module governs how Resources, Resource components, Resource capacities, and residual Resource streams are identified, distinguished, bounded, classified, evidenced, and recorded when they complete, exit, interrupt, or materially change their original operational use.
ERRM establishes the governed identity and condition of what remains after a Resource-use stage.
It determines whether a Resource has reached the end of its original function, what residual Resource exists, which characteristics remain relevant, and what evidence is required before the residual Resource can enter subsequent Recovery assessment.
ERRM does not determine whether Recovery is technically feasible, economically justified, authorized, successful, or sustainable.
Its foundational distinction is:
Functional End-of-Use ≠ Resource End-of-Life.
2. Operational Role
ERRM establishes the entry point into Resource Recovery & Circularity Governance.
Its role is to prevent Resources from disappearing from governance merely because their original operational use has ended.
A Resource may leave its original use while retaining:
Physical material. Functional capability. Recoverable components. Residual energy. Residual water. Reusable structural properties. Chemical or material potential. Other Resource-specific characteristics.
ERRM identifies and records these remaining Resource conditions without prematurely classifying them as recoverable.
It transforms:
Original Resource Identity + Resource-Use Evidence + End-of-Use Event + Remaining Resource Condition
into:
an evidenced End-of-Use Resource Recognition State.
3. Operational Question
What identifiable Resource, Resource component, capacity, or residual stream remains when an original Resource use ends or materially changes, what is its actual condition and boundary, and what evidence is sufficient to establish its identity and post-use state without assuming recoverability or future usability?
4. Position in Architecture Governance Flow
Within RSGA™:
Resource Characterization → Availability & Capacity → Demand → Dependency & Criticality → Access → Prioritization & Allocation → Consumption & Utilization → Scarcity & Constraint → Recovery & Circularity → Substitution & Flexibility → Interdependency & Resilience → Continuity & Sustainability
ERRM operates within the ninth Parent Standard:
RRCS — Resource Recovery & Circularity Standard
Within RRCS:
End-of-Use Resource Recognition → Recovery Potential Assessment → Recovery Process Governance → Recovered Resource Validation → Secondary Resource Reintegration
ERRM governs the first transition.
It establishes the Resource evidence that subsequent RRCS modules require.
Recovery assessment must not invent Resource identity, condition, or quantity that was not established through sufficient evidence.
5. Governed Space
End-of-Use Resource Recognition Governance
This governed space concerns the recognition and evidencing of Resources after their original use has ended, been interrupted, changed, or become unsuitable for its previous operational requirements.
It includes residual Resources that remain physically present, operationally measurable, identifiable through process outputs, or otherwise supported by sufficient Resource evidence.
6. Governed Object
The primary Governed Object is:
An End-of-Use Resource Recognition State associated with an identifiable Resource, Resource component, Resource capacity, or residual Resource stream after an original or preceding Resource-use stage.
Canonical relationship:
Original Resource → Original Use → End-of-Use Event → Post-Use Resource Observation → Residual Resource Identification → Resource Boundary → Resource Condition → Recognition State
7. Scope
ERRM governs:
End-of-use event recognition. Original Resource identity and use references.
Post-use Resource identification. Residual Resource identification. Residual Resource quantity and condition. Residual Resource origin and Source. Residual Resource location and time. Residual Resource composition where applicable. Functional and material state. Residual Resource boundaries. Mixed Resource streams. Resource fragmentation and aggregation. Residual contamination evidence. Resource ownership or custody references where relevant. Evidence sufficiency, uncertainty, and conflict. Recognition-state monitoring and reassessment. Historical traceability and versioning.
ERRM does not govern the final assessment of recoverability, Recovery eligibility, Recovery authorization, Recovery process execution, Recovery yield, recovered Resource validation, secondary Resource classification, reintegration, or Circularity performance.
8. End-of-Use Recognition Principle
The completion of an original Resource function is a transition in Resource use.
It is not necessarily the disappearance or exhaustion of the Resource itself.
End of Original Use ≠ End of Resource Existence.
End of Functional Suitability ≠ End of All Usable Potential.
End-of-Use Recognition ≠ Recovery Determination.
9. End-of-Use Event
An End-of-Use Event is an identifiable event or condition through which a Resource ceases, interrupts, or materially changes its original operational function.
Examples include:
Scheduled retirement
Operational replacement
Functional degradation
Performance threshold failure
Physical damage
Process completion
Resource transformation
Resource discharge
Resource release
Resource disposal
Change of operational requirements
Transfer to another Resource-use context
The event should be recorded with sufficient context to distinguish what happened to the Resource.
10. End-of-Use Event Classification
ERRM should distinguish at minimum:
Planned End-of-Use
Unplanned End-of-Use
Temporary Use Interruption
Permanent Exit From Original Use
Partial Functional Exit
Full Functional Exit
Transformation Into Another Resource State
End-of-Use Unknown
These classifications must not automatically determine Recovery potential.
11. Temporary Interruption
A Resource may temporarily cease operation without reaching the end of its original use.
For example, an industrial machine may be taken offline for maintenance.
Temporary Non-Use ≠ End-of-Use by definition.
ERRM should preserve this distinction.
12. Functional End-of-Use
Functional End-of-Use exists where the Resource no longer satisfies the applicable requirements of its original function.
This may result from degradation, damage, changed operational requirements, or replacement.
The Resource may nevertheless retain other usable properties.
Functional End-of-Use ≠ Resource End-of-Life.
13. Partial Functional End-of-Use
A Resource may lose only part of its original functional capability.
For example, a battery may no longer satisfy high-power vehicle requirements while retaining lower-demand storage capability.
ERRM records the loss or change of the original function.
It does not establish that a second-life application is technically suitable.
14. Original Resource Identity
End-of-use recognition should preserve the identity of the original Resource where available.
Minimum references may include:
Resource ID
Resource Type
Resource Source
Original Function
Original Operational Context
Original Resource State
Prior Resource-Use Reference
This supports traceability between the original Resource and its post-use condition.
15. Resource Identity Continuity
A Resource should not lose its traceable origin merely because its operational classification changes.
Change of Resource State ≠ Loss of Resource Identity.
Where transformation prevents direct identity continuity, ERRM should preserve a traceable origin relationship.
16. Residual Resource
A Residual Resource is an identifiable Resource, Resource component, Resource capacity, or Resource stream remaining after a defined use, transformation, or operational process.
A Residual Resource may be physically present, measurable, or evidenced through an applicable Resource accounting method.
Residual status does not establish recoverability.
Residual Resource ≠ Recoverable Resource.
17. Residual Resource Types
ERRM may recognize:
Residual Material
Residual Water
Residual Energy
Residual Component
Residual Functional Capacity
Residual Chemical Resource
Residual Process Output
Residual Mixed Resource Stream
Other Resource-Specific Residual
Each classification must preserve the actual Resource characteristics.
18. Residual Material
Residual Material may include:
Manufacturing scrap. Used structural materials. Discarded components. Process by-products. Material remaining after dismantling. Material remaining after transformation.
ERRM establishes its identity, origin, quantity, condition, and relevant composition.
19. Residual Water
Residual Water may include:
Used process water. Cooling-system discharge. Treated or untreated wastewater. Condensate. Water remaining after a defined operational use.
ERRM records the actual water stream and relevant quality evidence.
It does not establish that the water is suitable for reuse.
20. Residual Energy
Residual Energy may include:
Waste heat. Residual thermal energy. Unused recoverable process energy. Other measurable post-use energy streams.
Recognition should distinguish the physical energy stream from its practical recoverability.
Residual Energy Existence ≠ Usable Energy Recovery.
21. Residual Components
A component may exit its original assembly or application while remaining physically identifiable.
ERRM should preserve:
component identity; origin; prior function; condition; damage; and relevant operational history.
The suitability of repair, refurbishment, or reuse belongs to subsequent Recovery assessment.
22. Residual Functional Capacity
Some Resources retain partial capability after the original operational requirement is no longer satisfied.
ERRM may record measurable remaining capability.
Examples include:
remaining battery capacity; reduced mechanical performance; remaining storage capability; or residual processing capacity.
The presence of capability does not establish suitability for another use.
23. Residual Resource Boundary
Every material Residual Resource should have an identifiable boundary.
The boundary establishes what belongs to the recognized Resource state.
It may include:
physical extent; process origin; Resource composition; quantity; location; time; condition; and identifiable components.
Without a defined boundary, Resource quantities may be duplicated, omitted, or incorrectly attributed.
24. Boundary Principle
Unbounded Residual Material ≠ Reliably Identified Residual Resource.
Where boundaries are uncertain, ERRM should preserve the uncertainty rather than invent precise Resource quantities.
25. Resource Fragmentation
An original Resource may separate into multiple identifiable residual Resources.
Example:
Original Industrial Equipment → Metal Components + Electronic Components + Fluid Residuals
Each resulting Resource may require a distinct identity and condition record.
26. Fragmentation Principle
One Original Resource ≠ One Residual Resource by definition.
ERRM should preserve parent-child Resource relationships.
27. Resource Aggregation
Multiple Resources may enter a shared residual stream.
Examples include:
mixed industrial scrap; combined wastewater; collected electronic components; mixed demolition material.
ERRM should preserve known origins and composition limits where material.
28. Aggregation Principle
One Residual Stream ≠ One Homogeneous Resource.
Mixed streams must not be assigned unsupported uniform characteristics.
29. Resource Transformation
A Resource may be transformed during use into a materially different Resource state.
For example:
Fuel → Heat + Emissions + Residual Material
Process Water → Wastewater Stream
Raw Material → Product + Scrap + Process Residuals
ERRM recognizes identifiable residual outputs.
It does not treat all outputs as equivalent or recoverable.
30. Resource Conservation Boundary
Where applicable, ERRM should preserve a consistent physical accounting boundary between Resource inputs, outputs, transformations, and residuals.
This does not imply that all inputs remain recoverable in their original form.
Physical Conservation ≠ Functional Recoverability.
31. Residual Quantity
Residual quantity should be recorded using an appropriate Resource-specific measurement.
Examples include:
kilograms; tonnes; cubic metres; litres; kilowatt-hours; component counts; or other valid units.
Measurement units must remain explicit.
32. Quantity Principle
Residual Quantity ≠ Residual Quality.
A large residual quantity may have limited usable potential.
A small residual quantity may contain a highly significant Resource component.
33. Residual Quality
Residual quality concerns the measurable properties relevant to the post-use Resource condition.
Examples include:
purity; contamination; structural integrity; chemical composition; functional performance; thermal characteristics; or other Resource-specific properties.
ERRM records available quality evidence without declaring future-use suitability.
34. Quality Boundary
Known Residual Quality ≠ Validated Recovery Output Quality.
The latter belongs to recovered Resource validation.
35. Residual Condition
ERRM should preserve relevant physical, functional, chemical, thermal, or operational conditions.
Possible states include:
Intact
Degraded
Damaged
Transformed
Contaminated
Mixed
Partially Functional
Condition Unknown
These states may coexist where they describe different dimensions.
36. Residual Contamination
Contamination may affect future Recovery potential.
ERRM should record observed or measured contamination where relevant.
However:
Contamination Identified ≠ Recovery Infeasible by definition.
Recovery feasibility belongs to subsequent assessment.
37. Resource Origin
Residual Resource origin should remain traceable where material.
Relevant origin information may include:
Source; production process; operational system; prior Resource use; geographic location; and transformation history.
38. Origin Principle
Residual Resource Identity Without Origin Evidence ≠ Complete Resource Traceability.
Where origin is unknown, the record should explicitly preserve that limitation.
39. Resource Location
Residual Resources may exist in different locations from their original use.
ERRM should preserve the actual location of the residual Resource where relevant.
Location may affect later Recovery assessment but does not itself establish recoverability.
40. Temporal Context
ERRM should preserve:
end-of-use time; recognition time; observation time; measurement time; and relevant storage duration.
Temporal differences may affect Resource condition.
41. Temporal Principle
Condition at End-of-Use ≠ Condition at Recovery Assessment by definition.
Resource condition may change during storage, transport, or delay.
42. Resource Custody
Where applicable, ERRM may preserve references to:
Resource owner; custodian; operator; transfer record; storage responsibility; or other relevant custody evidence.
ERRM does not determine ownership rights or liability.
43. Custody Boundary
Resource Custody Evidence ≠ Ownership Determination.
Ownership Determination ≠ Recovery Authorization.
44. Resource Availability Boundary
A recognized residual Resource may not be available for Recovery.
It may be inaccessible, reserved, restricted, dispersed, or located outside applicable operational reach.
Recognized Residual Resource ≠ Available Recovery Input.
RACS and RAGS govern their respective availability and Access conditions.
45. Resource Demand Boundary
The existence of Demand for a residual Resource does not establish its condition or recoverability.
Demand for Residual Resource ≠ Recovery Feasibility.
RDGS governs Resource Demand.
46. Scarcity Boundary
Scarcity may increase the significance of residual Resources.
However:
Scarcity ≠ Evidence of Recoverability.
RSCS governs Scarcity and Constraint states.
47. Value Boundary
A residual Resource may have economic, operational, or strategic significance.
ERRM does not determine that significance as validated Value.
Market Value ≠ Residual Resource Condition.
VEGA™ governs relevant Value relationships.
48. Recovery Assessment Boundary
ERRM provides evidence for subsequent Recovery assessment.
It does not determine:
technical recoverability; operational feasibility; Recovery eligibility; Recovery pathway; Recovery authorization; or expected Recovery yield.
These belong to subsequent RRCS governance mechanisms.
49. Recognition Evidence
ERRM should preserve the evidence supporting recognition.
Evidence may include:
operational records; Resource inventories; process measurements; inspection reports; sensor readings; laboratory results; maintenance records; component identification; or other relevant evidence.
50. Evidence Provenance
Evidence should preserve sufficient provenance to identify:
source; method; time; location; Resource reference; and version.
The evidence must remain distinguishable from the methodology used to evaluate it.
Evidence Content ≠ Methodology Instruction.
51. Evidence Sufficiency
ERRM should determine whether available evidence is sufficient to establish the proposed recognition state.
Recognition should not be treated as complete where materially relevant Resource identity or condition remains unsupported.
52. Evidence-Limited Recognition
Where evidence is insufficient, ERRM should preserve an Evidence-Limited state.
It may identify additional evidence required for recognition.
Missing Resource Evidence ≠ Evidence of Resource Absence.
53. Conflicted Recognition
Where material evidence supports incompatible Resource identities, quantities, or conditions, ERRM should preserve the conflict.
Conflicting Evidence ≠ Permission to Select a Convenient Resource State.
54. Recognition Uncertainty
ERRM should preserve material uncertainty concerning:
identity; quantity; composition; condition; origin; location; and temporal state.
Uncertainty should not be silently converted into precise Resource classifications.
55. Minimum Recognition States
At minimum:
End-of-Use Not Established
End-of-Use Identified
Temporary Use Interruption
Partial Functional End-of-Use
Full Functional End-of-Use
Residual Resource Identified
Residual Resource Partially Identified
Residual Resource Boundary Established
Residual Resource Condition Established
Recognition Pending
Recognition Evidence-Limited
Recognition Conflicted
Recognition Unknown
Recognition Unresolved
Recognition Completed
Recognition Reassessment Required
56. End-of-Use Resource Recognition Profile
The principal governed output of ERRM is the:
End-of-Use Resource Recognition Profile
It provides the evidence-based record of a Resource's transition from original use to a recognized post-use or residual state.
57. Minimum Profile Fields
At minimum:
Recognition ID
Original Resource ID
Resource Type
Resource Source
Original Function
Original Operational Context
Prior Resource State
End-of-Use Event
End-of-Use Classification
End-of-Use Time
Recognition Time
Residual Resource ID
Residual Resource Type
Residual Resource Boundary
Residual Resource Quantity
Residual Resource Unit
Residual Resource Condition
Residual Resource Quality Reference
Residual Resource Composition
Residual Resource Contamination Reference
Residual Resource Location
Residual Resource Origin
Residual Resource Custody Reference
Fragmentation Reference
Aggregation Reference
Transformation Reference
Functional Capacity Reference
Recognition Evidence
Evidence Provenance
Evidence Sufficiency
Recognition Uncertainty
Recognition Conflict
Recognition State
Reassessment Trigger
Effective Time
Version:
58. Minimum Implementation Framework
A minimum operational ERRM implementation should contain seven governed layers.
Layer 1 — Original Resource
Establish the Resource identity, type, Source, original function, and prior operational state.
Layer 2 — End-of-Use Event
Identify whether the original use ended, was interrupted, partially ceased, or materially changed.
Layer 3 — Post-Use Observation
Determine what Resource, component, capacity, or residual stream remains.
Layer 4 — Resource Boundary
Establish the relevant residual Resource identity, quantity, composition, condition, location, and time.
Layer 5 — Recognition Classification
Classify the post-use Resource state without determining recoverability.
Layer 6 — Evidence Validation
Evaluate evidence sufficiency, provenance, uncertainty, and conflict.
Layer 7 — Governed Output
Produce the End-of-Use Resource Recognition Profile .
59. Minimum Decision States
At minimum:
Original Use Continues
Temporary Use Interruption
End-of-Use Established
Partial Functional End-of-Use
Full Functional End-of-Use
Residual Resource Identified
Residual Resource Partially Identified
Residual Resource Not Identified
Residual Resource Condition Established
Recognition Evidence-Limited
Recognition Conflicted
Recognition Unknown
Recognition Reassessment Required
Recognition Completed
60. Minimum Evidence Path
Where post-use Resource identity or condition cannot be sufficiently established:
Original Resource → End-of-Use Event → Post-Use Observation → Recognition Unknown / Evidence-Limited / Conflicted → Missing Identity / Quantity / Composition / Condition / Origin Evidence → Evidence Acquisition → Residual Resource Boundary → Recognition Classification → End-of-Use Resource Recognition Profile
61. Minimum Reassessment Framework
At minimum:
Current Recognition Profile → New Resource / Condition / Quantity / Composition / Location / Time Evidence → Materiality Test → Recognition-State Reassessment → Residual Resource Boundary Review → Evidence Sufficiency Review → Profile Update → Version Update
Reassessment may be required where:
New residual components are discovered. A mixed Resource stream is separated. Previously unknown composition becomes measurable. Resource condition changes during storage. Quantity measurements are corrected. New contamination evidence appears. Resource origin or custody evidence changes. Earlier recognition is shown to be incomplete or incorrect.
62. Governance Requirements
A conforming ERRM implementation must:
Original Resource and End-of-Use
1. Identify the original Resource where possible. 2. Preserve Resource Type. 3. Preserve Resource Source. 4. Preserve original Resource function. 5. Preserve the prior operational context. 6. Identify the End-of-Use Event. 7. Distinguish planned from unplanned End-of-Use. 8. Distinguish temporary interruption from functional End-of-Use. 9. Support partial functional End-of-Use. 10. Support full functional End-of-Use. 11. Preserve the event time. 12. Distinguish Functional End-of-Use from Resource End-of-Life.
Residual Recognition
13. Identify remaining Resources where evidence supports recognition. 14. Distinguish residual Resource from recoverable Resource. 15. Identify residual Resource Type. 16. Establish residual Resource boundaries. 17. Preserve residual quantity. 18. Preserve measurement units. 19. Preserve residual condition. 20. Preserve relevant quality evidence.
21. Preserve composition where material. 22. Preserve contamination evidence where material. 23. Preserve origin. 24. Preserve Source. 25. Preserve location. 26. Preserve temporal context. 27. Preserve custody references where relevant. 28. Prevent residual recognition from becoming Recovery determination.
Fragmentation and Aggregation
29. Support multiple residual Resources from one original Resource. 30. Preserve parent-child Resource relationships. 31. Support mixed residual streams. 32. Preserve known Resource origins within mixed streams. 33. Preserve composition uncertainty. 34. Prevent mixed streams from receiving unsupported homogeneous classifications. 35. Preserve Resource transformation relationships. 36. Preserve physically consistent accounting boundaries where applicable.
Evidence
37. Preserve recognition evidence. 38. Preserve evidence provenance. 39. Evaluate evidence sufficiency. 40. Support Evidence-Limited recognition. 41. Support Conflicted recognition. 42. Support Unknown recognition. 43. Preserve material uncertainty. 44. Prevent missing evidence from becoming evidence of Resource absence. 45. Prevent conflicting evidence from being silently resolved. 46. Preserve measurement limitations. 47. Preserve condition-observation time. 48. Distinguish observed Resource state from inferred Resource potential.
Governance Boundaries
49. Preserve RCHS Resource Characterization boundaries. 50. Preserve RCUS Consumption & Utilization boundaries. 51. Preserve RACS Availability boundaries. 52. Preserve RAGS Access boundaries. 53. Preserve RDGS Demand boundaries. 54. Preserve RSCS Scarcity boundaries. 55. Preserve Recovery Potential Assessment boundaries. 56. Preserve Recovery Authorization boundaries. 57. Preserve Recovery Process boundaries. 58. Preserve Recovery Validation boundaries. 59. Preserve Secondary Resource boundaries. 60. Preserve Value, Harm, and Liability boundaries.
Lifecycle and Output
61. Support recognition reassessment. 62. Preserve reassessment triggers. 63. Preserve historical Resource identity. 64. Preserve material version history. 65. Preserve effective time. 66. Maintain traceability from original Resource to residual Resource. 67. Maintain traceability across fragmentation. 68. Maintain traceability across aggregation. 69. Preserve unresolved recognition conditions. 70. Produce an End-of-Use Resource Recognition Profile.
63. Governance Logic
Canonical ERRM logic:
Original Resource Identity → Original Resource Use → End-of-Use Event → Post-Use Resource Observation → Residual Resource Identification → Resource Boundary → Quantity / Composition / Condition / Origin / Location / Time → Recognition Classification → Evidence Sufficiency / Uncertainty / Conflict → End-of-Use Resource Recognition Profile → Monitoring → Reassessment
64. Governance Outputs
ERRM may produce:
End-of-Use Resource Recognition Profile
End-of-Use Event Record
Original Resource Reference
Residual Resource Identification
Residual Resource Boundary
Residual Resource Quantity Record
Residual Resource Condition Record
Residual Resource Composition Record
Residual Resource Origin Record
Residual Resource Location Record
Residual Resource Temporal Record
Residual Resource Custody Reference
Resource Fragmentation Record
Resource Aggregation Record
Resource Transformation Record
Residual Functional Capacity Reference
Recognition Evidence State
Recognition Uncertainty
Recognition Conflict
Recognition State
Reassessment Trigger
Version:
65. Critical Distinctions
Functional End-of-Use ≠ Resource End-of-Life
End of Original Use ≠ End of Resource Existence
End of Functional Suitability ≠ End of All Usable Potential
End-of-Use Recognition ≠ Recovery Determination
Temporary Non-Use ≠ End-of-Use by definition
Change of Resource State ≠ Loss of Resource Identity
Residual Resource ≠ Recoverable Resource
Residual Energy Existence ≠ Usable Energy Recovery
Unbounded Residual Material ≠ Reliably Identified Residual Resource
One Original Resource ≠ One Residual Resource by definition
One Residual Stream ≠ One Homogeneous Resource
Physical Conservation ≠ Functional Recoverability
Residual Quantity ≠ Residual Quality
Known Residual Quality ≠ Validated Recovery Output Quality
Contamination Identified ≠ Recovery Infeasible by definition
Residual Resource Identity Without Origin Evidence ≠ Complete Resource Traceability
Condition at End-of-Use ≠ Condition at Recovery Assessment by definition
Resource Custody Evidence ≠ Ownership Determination
Ownership Determination ≠ Recovery Authorization
Recognized Residual Resource ≠ Available Recovery Input
Demand for Residual Resource ≠ Recovery Feasibility
Scarcity ≠ Evidence of Recoverability
Market Value ≠ Residual Resource Condition
Evidence Content ≠ Methodology Instruction
Missing Resource Evidence ≠ Evidence of Resource Absence
Conflicting Evidence ≠ Permission to Select a Convenient Resource State
66. Use Case 1 — AI Data Center Hardware End-of-Use
An AI data center retires a group of accelerator servers.
The servers no longer satisfy the operational requirements of their original high-performance AI workload.
ERRM establishes:
Original Resource: Accelerator Server Hardware
End-of-Use Event: Planned Retirement
Original Function: High-Performance AI Compute
Post-Use Condition: Mixed
Residual Resources Identified:
Accelerator cards. Memory modules. Power supply units.
Cooling components. Structural metal. Electronic circuit boards.
ERRM records component identities, quantities, physical conditions, and known operational histories.
Some components may retain functional capability.
Others may be damaged or degraded.
ERRM does not declare the hardware reusable, recyclable, or economically recoverable.
It establishes the evidence required for subsequent Recovery assessment.
Hardware Retirement ≠ Resource End-of-Life.
67. Use Case 2 — Industrial Process Water End-of-Use
An industrial facility uses water in a manufacturing process.
After the process, the water exits the original operational function as a wastewater stream.
ERRM establishes:
Original Resource: Industrial Process Water
End-of-Use Event: Process Discharge
Residual Resource: Used Process Water
Residual Quantity: Measured Discharge Volume
Residual Condition: Changed Chemical and Physical Quality
Residual Location: Industrial Wastewater Collection System
Residual Composition: Based on available measurement evidence
ERRM identifies the wastewater stream and records its quantity, condition, origin, and relevant quality characteristics.
It does not declare the water reusable.
It does not authorize treatment or reintegration.
It establishes the governed residual Resource record needed for subsequent Recovery assessment.
Used Water ≠ Recoverable Water by definition.
68. Cross-Architecture Boundary
ERRM may consume:
RCHS — Resource Characterization Standard
Original Resource identity, type, Source, state, and context.
RCUS — Resource Consumption & Utilization Standard
Actual Resource-use and post-use evidence.
RACS — Resource Availability & Capacity Standard
Relevant Resource availability context.
RDGS — Resource Demand Governance Standard
Original Resource-use requirements.
RAGS — Resource Access Governance Standard
Relevant Access and custody references.
RSCS — Resource Scarcity & Constraint Standard
Scarcity and Constraint context.
ERRM provides recognition evidence to subsequent RRCS modules governing:
Recovery Potential Assessment
Recovery Process Governance
Recovered Resource Validation
Secondary Resource Reintegration
ERRM may also interact with:
ORA™ — Operational Reality Architecture
VEGA™ — Value Execution Governance Architecture
HAGA™ — Harm Governance Architecture
LIGA™ — Liability Governance Architecture
It does not absorb the independent governance mechanisms of these architectures.
69. 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.
ERRM governs the recognition of the post-use Resource state.
It does not govern the technical Recovery mechanism or the downstream consequences of Resource Recovery.
70. Canonical Boundary
ERRM governs how Resources, Resource components, Resource capacities, and residual Resource streams are identified, distinguished, bounded, classified, evidenced, and recorded when they complete, exit, interrupt, or materially change their original operational use.
It does not determine technical recoverability, operational Recovery feasibility, Recovery eligibility, Recovery authorization, Recovery process execution, Recovery yield, recovered Resource validation, secondary Resource classification, reintegration, Circularity performance, or long-term Sustainability.
Its principal governed output is the End-of-Use Resource Recognition Profile .
71. Canonical Closing Statement
A Resource does not cease to matter when its original function ends. What remains must first be identified, bounded, measured, and evidenced before Recovery potential can be meaningfully assessed.
ERRM establishes that first governance boundary — preserving Resource identity and post-use reality without confusing the existence of a residual Resource with proof that it can be recovered, reused, or legitimately returned to operation.