Conformance – AI Governance Control Plane

Independent Runtime Governance Verification

AGCP Conformance validates whether an implementation satisfies the deterministic runtime governance requirements defined by the AGCP specification.

Conformance evaluates observable runtime governance behavior including:

runtime admissibility enforcement
execution-bound authorization
deterministic governance mediation
evidence continuity
replayability
tenant isolation
operational governance integrity

Organizations may:

independently implement AGCP
align existing governance architectures internally
work with third-party implementation partners
optionally engage AGCP advisory services prior to evaluation

Schedule Conformance Review View Specification

WHAT CONFORMANCE MEANS

Runtime Governance Verification

AGCP Conformance evaluates whether runtime governance behavior conforms to the governance semantics defined by the AGCP specification.

Conformance focuses on observable runtime behavior including:

lifecycle integrity
governance mediation ordering
policy and constraint enforcement
admissibility evaluation
HITL authorization integrity
execution gating
replay determinism
governance evidence consistency
tenant isolation behavior

Conformance does not evaluate:

model quality
AI ethics scoring
enterprise cybersecurity maturity
regulatory compliance maturity
model-training methodology
generalized AI governance posture

OPEN IMPLEMENTATION MODEL

Open Governance Architecture

AGCP is an open runtime governance specification.

Conformance does not require:

proprietary AGCP implementation tooling
AGCP-managed infrastructure
AGCP-developed software
AGCP advisory participation

Assessment targets may:

implement AGCP internally
align existing governance systems to AGCP semantics
expose implementation-specific APIs
integrate AGCP behavior through third-party governance platforms

Conformance evaluates governance behavior through mapped runtime semantics and supervised runtime validation rather than requiring identical implementation structures or endpoint models.

FUNCTIONAL CONFORMANCE MODEL

Behavior-Based Governance Validation

AGCP Conformance evaluates runtime governance behavior rather than implementation-specific software composition.

Conformance does not require:

AGCP runtime libraries
AGCP SDK integration
AGCP-managed middleware
AGCP-specific orchestration platforms
proprietary AGCP execution components

Assessment targets may implement equivalent governance behavior using internally developed systems, third-party infrastructure, existing orchestration environments, or custom runtime governance architectures.

Conformance evaluation focuses on whether the assessed system correctly enforces AGCP governance semantics including:

runtime admissibility evaluation
ordered governance mediation
execution-bound authorization
deterministic lifecycle behavior
replay integrity
governance evidence continuity

AGCP Conformance therefore operates as a functional runtime governance assessment rather than a software-dependency certification model.

IMPLEMENTATION REVIEW & CODE ANALYSIS

Optional Implementation Inspection

AGCP Conformance primarily evaluates observable runtime governance behavior through functional assessment and supervised runtime validation.

However, implementation inspection and repository analysis may optionally be incorporated into the assessment process to:

validate governance implementation integrity
improve assertion-mapping accuracy
verify lifecycle enforcement mechanisms
assess replay implementation consistency
evaluate governance-control placement
strengthen conformance confidence

Implementation review activities may include:

repository inspection
governance code-path review
lifecycle enforcement analysis
authorization-flow analysis
trace-generation validation
replay-mechanism review
governance artifact correlation

When implementation inspection is performed, repository analysis may occur either:

within AGCP-controlled external assessment environments intended for conformance evaluation activities
within customer-controlled AI and repository-analysis environments, provided sufficient repository and contextual access is available to support effective governance evaluation

Assessment repositories, source code, artifacts, and implementation materials are not used for AI model training purposes.

AGCP works with assessment targets to:

minimize unnecessary code exposure
prevent unintended disclosure of proprietary implementation details
support controlled repository access
preserve governance evidence integrity
maintain controlled assessment conditions throughout the conformance process

Assessments performed without implementation inspection or repository review may be designated as:

Limited Conformance Assessments
Limited Scope Reviews
Runtime-Only Assessments

depending on assessment scope and available evidence.

Assessment reports may identify whether implementation-level analysis was included as part of the conformance process and whether the assessment was:

runtime-only
limited-scope
implementation-informed
customer-environment-assisted
externally assessed

CONFORMANCE LEVELS

AGCP Conformance Levels represent progressively stronger runtime governance guarantees and verification depth.

LEVEL 1 — SCHEMA & ENVELOPE VALIDATION

Verifies:

AGCP schema compliance
envelope integrity
required metadata handling
structured rejection semantics
interoperable governance message structure

LEVEL 2 — ORDERED GOVERNANCE MEDIATION

Verifies:

deterministic evaluation ordering
policy resolution sequencing
constraint and invariant evaluation
governance decision recording
rejection behavior consistency
governance mediation integrity

LEVEL 3 — DETERMINISTIC GOVERNANCE

Verifies:

replayable governance behavior
deterministic decision consistency
invariant preservation
reproducible governance outcomes
deterministic governance enforcement

LEVEL 4 — EXECUTION AUTHORIZATION CONTROL

Verifies:

HITL enforcement integrity
quorum and cosign enforcement
execution authorization gating
execution commit validation
execution-bound governance mediation

LEVEL 5 — MULTITENANT GOVERNANCE ISOLATION

Verifies:

tenant isolation enforcement
cross-tenant access protection
governance namespace isolation
multitenant governance integrity
tenant-scoped execution mediation

Discuss Assessment Scope

CONFORMANCE TESTING

Assertion-Driven Validation

AGCP Conformance uses:

normative assertions
deterministic test vectors
lifecycle transition validation
runtime execution traces
replay verification
governance evidence analysis
rejection-path validation

to verify runtime governance behavior against the AGCP specification.

Assessment targets may expose implementation-specific:

APIs
execution surfaces
governance pipelines
authorization models
operational architectures

Conformance validation evaluates externally observable governance behavior and runtime semantics rather than requiring implementation-specific software dependencies or embedded AGCP runtime components.

Conformance evaluates governance behavior through mapped runtime semantics and supervised runtime validation rather than requiring identical implementation structures or endpoint models.

SUPERVISED CONFORMANCE EXECUTION

Observed Runtime Governance Validation

AGCP Conformance is performed through supervised runtime governance evaluation using tailored conformance test suites executed within the assessment target’s operational environment.

Assessment activities include:

target-specific test-suite tailoring
runtime governance mapping
controlled test execution
governance trace generation
lifecycle validation
replay verification
artifact capture
governance evidence review

Conformance execution is performed under direct observation by AGCP conformance personnel to validate:

runtime governance behavior
execution authorization integrity
rejection semantics
evidence continuity
deterministic governance operation

Captured artifacts may include:

governance traces
lifecycle records
execution decisions
rejection events
ledger evidence
replay outputs
conformance validation records

Schedule Technical Scoping Session

GOVERNANCE TRACE VALIDATION

Operational Governance Evidence

Conformance assessment evaluates runtime governance traces including:

lifecycle transitions
admissibility decisions
governance mediation ordering
HITL workflows
execution authorization
execution commit validation
rejection handling
replay behavior
cross-tenant isolation
governance evidence continuity

Representative trace families include:

SUBMITTED → AUTHORIZED
SUBMITTED → PENDING_HITL
SUBMITTED → REJECTED
PENDING_HITL → AUTHORIZED
PENDING_HITL → REJECTED
AUTHORIZED → EXECUTED
replay rejection paths
execution authorization failures
cross-tenant access rejection paths

GOVERNANCE ARTIFACT HANDLING

Confidentiality, Redaction & Evidence Retention

AGCP Conformance assessments may involve operational governance artifacts containing confidential, proprietary, regulated, or security-sensitive information.

Assessment targets may redact:

proprietary implementation details
confidential operational data
protected tenant information
internal identifiers
sensitive infrastructure references
regulated business information

provided the resulting artifacts remain sufficient to validate runtime governance behavior and conformance assertions.

AGCP Conformance personnel work with assessment targets to:

minimize unnecessary data exposure
support appropriate artifact sanitization
preserve governance trace integrity
maintain evidentiary continuity throughout the assessment process

Captured governance artifacts, traces, replay records, lifecycle evidence, and conformance validation outputs are retained by AGCP as part of the formal conformance record.

AGCP maintains administrative, operational, and technical safeguards intended to protect retained conformance evidence from unauthorized disclosure, modification, or access.

Artifact retention supports:

conformance verification integrity
replay and audit validation
dispute resolution
registry substantiation
longitudinal governance assurance review

GOVERNANCE LIFECYCLE VERIFICATION

Lifecycle Integrity

AGCP Conformance verifies that implementations correctly enforce normative governance lifecycle semantics.

Assessment includes validation of:

permitted lifecycle transitions
terminal-state enforcement
deterministic state derivation
ordered ledger semantics
replay-safe execution behavior
governance evidence continuity

Lifecycle state must remain derivable from governance evidence and operational trace history.

EXECUTION GOVERNANCE VALIDATION

Bind-Time Governance Enforcement

AGCP evaluates whether consequential execution is correctly mediated at runtime authorization boundaries.

Conformance assessment validates:

execution authorization requirements
runtime admissibility enforcement
authorization-reference integrity
execution replay rejection
rejection-path consistency
governance-controlled execution gating

Execution authority must remain valid under current runtime governance conditions at the point of consequential execution.

ASSESSMENT TARGET DOCUMENTATION

Governance Surface Mapping

Conformance assessment begins with documentation of the operational system under evaluation, including:

governance surfaces
execution boundaries
runtime authorization paths
lifecycle ownership
operational dependencies
tenant scope
governance-controlled execution domains

This information is used to map AGCP governance semantics to the implementation-specific operational environment and tailor the conformance test suite accordingly.

CONFORMANCE REGISTRY

Public Verification Registry

Organizations that successfully complete AGCP Conformance may optionally participate in the AGCP Conformance Registry.

Registry entries may include:

supported conformance levels
validated governance capabilities
implementation profiles
governance trace characteristics
verification scope
authorized conformance badge designation
conformance status

Registry participation is optional.

Confidential governance artifacts and retained conformance evidence are not publicly disclosed through registry participation.

Registry participants may optionally authorize publication of designated conformance reports, summaries, or validated governance findings.

CONFORMANCE MARKS & BADGES

Verified Conformance Designations

Organizations that successfully complete AGCP Conformance may be authorized to use AGCP conformance badges and related designation marks identifying the verified conformance level achieved during assessment.

AGCP conformance designations indicate successful completion of the applicable runtime governance assessment scope and should not be interpreted as generalized regulatory, cybersecurity, or legal certification.

Badge designations may include:

Level 1 Conformant
Level 2 Conformant
Level 3 Conformant
Level 4 Conformant
Level 5 Conformant

Authorized badge usage may apply to:

corporate websites
governance documentation
procurement responses
audit materials
implementation documentation
product materials
operational governance disclosures

Conformance badges indicate that the assessed implementation successfully completed the corresponding AGCP conformance evaluation scope at the time of assessment.

Conformance designation rights are contingent upon:

successful completion of the assessment process
adherence to AGCP designation-use requirements

Unless otherwise specified within the assessment agreement or registry designation terms, conformance assessments are not required to be performed periodically to maintain use of the designation. However, the Registry will include the date of the last assessment.

CONFORMANCE REPORTING

Formal Conformance Assessment Reports

AGCP Conformance assessments produce formal conformance reports documenting the scope, results, observations, and governance findings associated with the assessment process.

Conformance reports may include:

assessed operational components
evaluated governance surfaces
assessed conformance level(s)
assertion and trace-validation outcomes
lifecycle validation findings
replay and execution-governance observations
governance evidence notations
implementation-review scope designation
runtime-only or implementation-informed assessment designation
authorized conformance designation status
final conformance determinations

Assessment findings may identify:

Fully Met
Partially Met
Not Met
Informational Observations

for evaluated governance requirements and conformance assertions.

Reports may also include:

implementation-specific assessment notes
governance boundary clarifications
environmental limitations
operational assumptions
artifact-handling notes
replay or trace-validation observations

Formal conformance reports are retained as part of the AGCP conformance evidence record and may support:

internal governance review
enterprise assurance activities
regulatory or audit support processes
vendor governance validation
procurement review
operational governance substantiation

Organizations participating in the AGCP Registry may optionally authorize publication or downloadable distribution of designated conformance reports or summary findings through the AGCP Registry.

Sample conformance reporting templates and example assessment summaries will be made available as the AGCP ecosystem expands.

OPEN SPECIFICATION

Open Runtime Governance Standard

AGCP is developed as an open runtime governance specification intended to support interoperable governance mediation across AI-enabled enterprise and autonomous operational systems.

The specification includes:

normative lifecycle semantics
governance schemas
assertion registries
deterministic test vectors
rejection registries
governance evaluation mappings
runtime governance reference architectures

View AGCP Specification Schedule Conformance Review

TOWARD VERIFIABLE EXECUTION GOVERNANCE

As AI-enabled systems become increasingly operationally consequential, governance architectures must support observable, testable, and replayable runtime governance behavior.

AGCP Conformance establishes a formal framework for validating deterministic runtime execution governance across distributed enterprise operational environments.