HAGA™ Harm Governance Architecture — Harm Governance Layer

Official Harm Governance Architecture for Individuals, Groups,
Organizations, Physical and Digital Objects, AI Systems, Autonomous
Systems, Infrastructure, Environments, Society, and Future Operational
Systems

HAGA™ serves as the official OOF® Harm Governance architecture used for
Harm Context governance, Harm Exposure governance, Harm Emergence, Harm
Recognition, Harm Boundary governance, Harm Determination, Harm State
governance, Harm Change & Propagation governance, Harm Containment, Harm
Mitigation, Harm Recovery & Residual Harm governance, and Harm Resolution
& Finality across individuals, groups, organizations, physical and digital
objects, AI systems, autonomous systems, infrastructure, environments,
society, and future operational systems.

HAGA™ does not determine liability, assign accountability, investigate
general causation, govern the operational mechanism that produced Harm, or
replace evidence, audit, validation, claims, compensation, legal, medical,
safety, or regulatory systems. HAGA™ defines the governance architecture
required to ensure that Harm becomes identifiable, bounded, determinable,
state-governed, traceable through change and propagation, containable,
mitigable, recoverable where possible, distinguishable from Residual Harm,
legitimately resolvable, reopenable where reality changes, and capable of
reaching governed Finality throughout its complete lifecycle.

HAGA™ consists of 12 Core Parent Standards and 60 Core Modules forming the
primary Harm Governance backbone within the OOF® ecosystem.

Additional compatible standards, bridge standards, and specialized Harm
Governance standards may extend the architecture when new Harm Governance
spaces are identified. However, the standards listed below form the
official core Harm Governance structure of HAGA™.

Canonical Definition

HAGA™ — Harm Governance Architecture is the OOF® reference governance
architecture for governing Harm throughout its lifecycle, from
Harm-relevant context and exposure through emergence, recognition,
boundary establishment, determination, state governance, change,
propagation, containment, mitigation, recovery, Residual Harm, resolution,
reopening where necessary, and finality.

Core Question

How can Harm be consistently identified, bounded, determined, governed,
tracked, contained, reduced, recovered from, and brought to legitimate
resolution throughout its lifecycle?

Governance Flow

Harm Context → Harm Exposure → Harm Emergence → Harm Recognition → Harm
Boundary → Harm Determination → Harm State → Harm Change & Propagation →
Harm Containment → Harm Mitigation → Harm Recovery & Residual Harm → Harm
Resolution & Finality Core Parent Standards 1. Harm Context Standard (HCS)

Governed Space: Harm Context Governance Core Question: Within what context
can Harm meaningfully exist and become governable?

Harm Exposure Standard (HES)

Governed Space: Harm Exposure Governance Core Question: When and under
what conditions does a subject or object become exposed to the possibility
of Harm?

Harm Emergence Standard (HEMS)

Governed Space: Harm Emergence Governance Core Question: When and how does
Harm begin to exist?

Harm Recognition Standard (HRS)

Governed Space: Harm Recognition Governance Core Question: When and on
what basis does existing or emerging Harm become recognized for
governance?

Harm Boundary Standard (HBS)

Governed Space: Harm Boundary Governance Core Question: What belongs to
the governed Harm and what remains outside it?

Harm Determination Standard (HDS)

Governed Space: Harm Determination Governance Core Question: Can Harm
legitimately be determined to exist, and what governed Harm has been
established?

Harm State Standard (HSS)

Governed Space: Harm State Governance Core Question: What is the current
governed state of Harm?

Harm Change & Propagation Standard (HCPS)

Governed Space: Harm Change & Propagation Governance Core Question: How
does existing Harm change, accumulate, compound, spread, cascade, or
create downstream Harm?

Harm Containment Standard (HCOS)

Governed Space: Harm Containment Governance Core Question: How can further
expansion, propagation, or escalation of Harm be bounded or stopped?

Harm Mitigation Standard (HMS)

Governed Space: Harm Mitigation Governance Core Question: How can existing
Harm or its consequences be materially reduced?

Harm Recovery & Residual Harm Standard (HRRHS)

Governed Space: Harm Recovery & Residual Harm Governance Core Question:
What has recovered from Harm, to what extent, and what Harm continues to
remain?

Harm Resolution & Finality Standard (HRFS)

Governed Space: Harm Resolution & Finality Governance Core Question: When
can governed Harm legitimately be considered resolved, and when has its
lifecycle reached finality?

Compatible OOF® Architectures

HAGA™ interoperates with multiple OOF® architectures governing
complementary spaces surrounding Harm.

GOA™ — Governance Architecture provides the constitutional governance
layer defining how governance itself is structured, bounded, delegated,
validated, and maintained.

ORA™ — Operational Reality Architecture governs what is actually occurring
in Operational Reality, while HAGA™ governs Harm that exists, emerges,
changes, propagates, persists, or remains within that reality.

AGA™ — Accountability Governance Architecture governs accountability
relationships surrounding harmful events, decisions, actions, omissions,
systems, and outcomes, while HAGA™ governs Harm itself independently from
whether accountability has been established.

AIG® — AI Governance Architecture governs AI behavioral integrity and
behavioral governance, while HAGA™ governs Harm that may result from AI
behavior without becoming an architecture for AI behavior itself.

ASGA™ — Autonomous Systems Governance Architecture governs
autonomous-system identity, authority, execution, constraints,
coordination, intervention, escalation, and operational governability,
while HAGA™ governs Harm resulting from autonomous operation independently
from the mechanism through which the Harm was produced.

ADIT® — Continuous Audit & Evidence Governance Architecture governs
evidential observation, preservation, correlation, verification,
examination, and auditability, while HAGA™ determines what sufficiently
supported Harm information means within the Harm lifecycle.

VALIDOS™ — Validation Governance Architecture governs whether a validation
basis sufficiently supports a Validation Determination, while HAGA™
governs Harm lifecycle determinations and states supported by relevant
validated information.

INTEGROS® — Integrity Governance Architecture governs integrity across
objects, states, evidence, and processes, while HAGA™ governs Harm as a
distinct lifecycle object.

VFM® — Value Flow Mechanism governs what happens to Value as a consequence
of events and conditions, while HAGA™ governs Harm itself.

SIMULOS® — Simulation Governance Architecture governs simulation purpose,
structure, execution, outputs, and lifecycle, while HAGA™ governs actual
Harm and does not treat simulated Harm as operational Harm by default.

HAGA™ serves as the common Harm Governance architecture supporting the
broader OOF® ecosystem by ensuring that Harm becomes a governed lifecycle
object rather than an undefined consequence attached to an incident,
action, failure, or liability process.

Architectural Position

HAGA™ governs the complete Harm Lifecycle from Harm-relevant context and
exposure to legitimate Resolution and Finality.

The architecture progresses through:

Harm Context → Harm Exposure → Harm Emergence → Harm Recognition → Harm
Boundary → Harm Determination → Harm State → Harm Change & Propagation →
Harm Containment → Harm Mitigation → Harm Recovery & Residual Harm → Harm
Resolution & Finality

Together these standards govern the context in which Harm can exist, how
exposure arises, when Harm begins to exist, when it becomes recognized,
what belongs within its boundary, whether Harm can legitimately be
established, what its current state is, how it changes or propagates, how
further Harm is contained, how existing Harm is reduced, what recovers and
what remains, and when the Harm lifecycle can legitimately reach
Resolution and Finality.

HAGA™ remains distinct from the mechanisms that produce Harm.

Human Action / AI Behavior / Autonomous Action / Process Failure /
Physical Interaction / Environmental Condition / Composite Operation →
Governed Harm Lifecycle under HAGA™

Physical contact is an operational mechanism. Harm is a governed
consequence.

HAGA™ governs Harm — not the mechanism that produced it. Core Governed
Harm Spaces

HAGA™ establishes twelve distinct governable Harm spaces:

Harm Context → within what material, operational, temporal, domain,
subject, and relational context Harm exists.

Harm Exposure → when and under what conditions a subject or object becomes
exposed to the possibility of Harm.

Harm Emergence

→ when and how Harm begins to materially exist.

Harm Recognition

→ when existing or emerging Harm becomes sufficiently recognized for
governance.

Harm Boundary

→ what belongs to the governed Harm and what remains outside it.

Harm Determination

→ whether Harm can legitimately be established and represented as Governed
Harm.

Harm State

→ what the current governed condition of Harm is.

Harm Change & Propagation

→ how Harm accumulates, compounds, spreads, cascades, or produces
downstream Harm.

Harm Containment

→ how further expansion, propagation, or escalation of Harm is bounded or
stopped.

Harm Mitigation

→ how existing Harm or its consequences are materially reduced.

Harm Recovery & Residual Harm

→ what has recovered, to what extent, and what Harm continues to remain.

Harm Resolution & Finality

→ when Harm can legitimately be resolved, closed, reopened where
necessary, and brought to governed Finality.

Each space answers a different methodological question.

Each can fail independently.

Their separation is therefore foundational to HAGA™. Cross-Architecture
Boundary Lock

HAGA™ is intentionally bounded to prevent duplication with adjacent OOF®
architectures and external Harm-related systems. HAGA™ ↔ ORA™

ORA™: What is actually occurring in Operational Reality? HAGA™: What Harm
exists within that reality, and what is its governed lifecycle state?

Operational Reality ≠ Harm.

Operational Mechanism ≠ Harm Consequence. HAGA™ ↔ AGA™

HAGA™: governs Harm.

AGA™: governs accountability relationships surrounding actions, decisions,
omissions, and consequences.

Harm ≠ Accountability.

Harm Established ≠ Accountability Established. HAGA™ ↔ ADIT®

HAGA™: governs what Harm has been established and how that Harm progresses
through its lifecycle.

ADIT®: governs evidential observation, preservation, verification,
correlation, examination, and auditability.

Evidence of Harm ≠ Harm Governance. HAGA™ ↔ VALIDOS™

HAGA™: governs Harm Determination and Harm lifecycle states.

VALIDOS™: governs whether a validation basis sufficiently supports a
Validation Determination.

Validated Evidence ≠ Harm Determination by Itself. HAGA™ ↔ INTEGROS®

HAGA™: governs Harm as a lifecycle object.

INTEGROS®: governs integrity across objects, states, processes, and
evidence.

Harm Governance ≠ General Integrity Governance. HAGA™ ↔ AIG®

HAGA™: governs Harm that may result from AI behavior.

AIG®: governs AI behavior itself.

Harmful AI Outcome ≠ AI Behavioral Governance. HAGA™ ↔ ASGA™

HAGA™: governs Harm resulting from autonomous operation.

ASGA™: governs autonomous-system authority, execution, constraints,
coordination, intervention, escalation, and operational governability.

Autonomous Action ≠ Harm.

Absence of a single Harm-producing action ≠ Absence of Harm. HAGA™ ↔ VFM®

HAGA™: What Harm exists and what is happening to that Harm?

VFM®: What happened to Value as a result?

Harm ≠ Value Loss.

Residual Harm ≠ Value Loss. HAGA™ ↔ SIMULOS®

HAGA™: governs actual Harm.

SIMULOS®: governs simulations and simulated conditions.

A simulation may model Harm or support Harm-related analysis, but:

Simulated Harm ≠ Actual Harm.

Simulated Harm Reduction ≠ Actual Harm Reduction. Architectural Origin

HAGA™ evolved from the foundational methodological problem that Harm is
frequently treated only as an outcome attached to another governance
process.

Traditional systems commonly move from:

Event → Investigation → Accountability / Liability → Resolution

while the Harm itself may remain insufficiently governed as an independent
lifecycle object.

This becomes increasingly inadequate where Harm:

emerges gradually

exists before recognition

accumulates across repeated interactions

results from multiple individually insufficient actions

propagates beyond its original boundary

continues after its producing mechanism stops

changes after Mitigation

remains after Recovery

or:

exists without liability having been determined

HAGA™ therefore establishes Harm as an independent governed object.

Its foundational lifecycle is:

Context → Exposure → Emergence → Recognition → Boundary → Determination →
State → Change & Propagation → Containment → Mitigation → Recovery &
Residual Harm → Resolution & Finality Architectural Structure

Architecture: HAGA™ — Harm Governance Architecture Category: Governance &
Enforcement Subcategory: Harm Governance Core Parent Standards: 12 Core
Modules: 60 Architecture Model: Lifecycle-Based · Modular ·
Methodology-Neutral · Technology-Neutral Primary Governance Domain: Harm
Governance

The architecture deliberately separates governable spaces that can
independently fail.

Harm may:

exist in an incorrectly understood context
arise through exposure that was never identified
emerge before it becomes recognized
remain unrecognized despite already existing
be incorrectly bounded
be claimed without sufficient Determination
be assigned an inaccurate current State
accumulate, compound, propagate, or cascade without being tracked
continue expanding despite intervention
be contained without being mitigated
be mitigated without meaningful Recovery
remain as Residual Harm after legitimate Recovery
appear resolved while material Harm conditions remain unresolved
be closed without preserving Reopening conditions
or remain indefinitely active because Finality was never

methodologically defined.

HAGA™ treats these not as one generic harm management problem, but as
distinct Harm Governance spaces requiring distinct methodological
controls. Recursive Lifecycle Principle

HAGA™ does not assume that Harm moves through its lifecycle only once.

A governed Harm may change after Determination.

During its lifecycle:

Harm State may change.

Harm may accumulate.

Harm may compound.

Harm may propagate or cascade.

Containment may fail.

Mitigation may require renewed action.

Recovery may regress.

Residual Harm may increase, decrease, or become newly recoverable.

Resolved Harm may degrade.

Closed Harm may require Reopening.

The lifecycle may therefore proceed:

Governed Harm → State Change → Containment → Mitigation → Recovery →
Residual Harm → Resolution → Closure

and where material reality changes:

Closure → Reopening → Appropriate HAGA™ Re-Entry Point → Renewed
Governance → Resolution → Closure

Only when sufficient terminal conditions exist does the lifecycle proceed
to:

Finality

Reopening does not erase legitimate historical Resolution or Closure.

Finality does not erase Harm history. Foundational Architecture Principles

HAGA™ governs Harm — not the mechanism that produced it.

Exposure ≠ Harm.

Harm-Relevant Occurrence ≠ Established Harm.

Unrecognized Harm may still be existing Harm.

Harm does not require a linguistic decision, explicit reasoning trace,
discrete incident, or single identifiable action in order to exist.

The absence of a single harmed subject does not preclude governed Harm.

The absence of a single Harm-producing action does not preclude governed
Harm.

Harm may emerge from a composite operation even where no individual
action, output, session, agent, or component independently constitutes the
complete Harm-producing condition.

Physical contact is an operational mechanism. Harm is a governed
consequence.

Termination of the originating mechanism does not necessarily terminate
the Harm lifecycle.

Containment ≠ Mitigation.

Containment prevents additional Harm. Mitigation reduces Harm that already
exists or reduces its existing consequences.

Mitigation ≠ Recovery.

Recovery does not necessarily restore the pre-Harm state.

Recovery does not necessarily eliminate Residual Harm.

Recovery governs what returns. Residual Harm governs what remains.

Residual does not mean inactive.

Residual does not mean permanent.

Recovery ≠ Resolution.

Resolution ≠ Closure.

Closure ≠ Finality.

Residual Harm Exists ≠ Resolution Impossible.

Residual Harm Exists ≠ Finality Impossible.

Closure must reduce active governance without destroying future
governability.

Reopening does not erase legitimate historical Resolution.

Finality closes active Harm governance. It does not erase Harm history.

Harm Finality ≠ Harm Erasure. Canonical Principle

HAGA™ does not govern the operational mechanism that produced Harm,
perform general incident investigation, determine general causation,
allocate accountability or liability, administer claims or compensation,
determine Value consequences, perform evidence governance, make validation
determinations, or substitute for legal, medical, safety, regulatory, or
domain-specific decision systems. HAGA™ governs the methodological
conditions under which Harm becomes contextually identifiable,
exposure-aware, emergent, recognizable, bounded, determinable,
state-governed, traceable through change and propagation, containable,
mitigable, recoverable where possible, distinguishable from Residual Harm,
legitimately resolvable, closable, reopenable when reality changes, and
capable of reaching governed Finality throughout its lifecycle.

Harm may begin before it is recognized, continue after its cause has
stopped, propagate beyond its original boundary, remain after Recovery,
and exist without liability having been determined. HAGA™ provides the
governance architecture for that entire lifecycle.

HAGA™ governs Harm from exposure to finality.