AI Technical Documentation Standard

Document Type: Standard
Standard ID: STD-AI-004
Standard Title: AI Technical Documentation Standard
Version: 1.0
Effective Date: 2025-08-01
Next Review Date: 2026-08-01
Review Frequency: Annually or upon regulatory change
Parent Policy: POL-AI-001 - Artificial Intelligence Policy
Owner: Chief Technology Officer
Approved By: AI Governance Committee Chair
Status: Draft
Classification: Internal Use Only

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TABLE OF CONTENTS

1. Document History
2. Objective
3. Scope and Applicability
4. Control Standard
5. Supporting Procedures
6. Compliance
7. Roles and Responsibilities
8. Exceptions
9. Enforcement
10. Key Performance Indicators (KPIs)
11. Training Requirements
12. Definitions
13. Link with AI Act and ISO42001

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DOCUMENT HISTORY

Version	Date	Author	Changes	Approval Date	Approved By
0.1	2025-06-25	David Lee, Chief Technology Officer	Initial draft	-	-
0.2	2025-07-10	David Lee, Chief Technology Officer	Added Annex IV details	-	-
0.3	2025-07-23	David Lee, Chief Technology Officer	Incorporated legal feedback	-	-
1.0	2025-08-01	David Lee, Chief Technology Officer	Final version approved - GRC restructured	2025-07-25	Jane Doe, AI Governance Committee Chair

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OBJECTIVE

This standard defines requirements for creating and maintaining comprehensive technical documentation for high-risk AI systems in compliance with EU AI Act Article 11 and Annex IV.

Primary Goals:

• Create complete technical documentation per Annex IV for all high-risk AI systems
• Keep technical documentation current and accurate throughout AI system lifecycle
• Store documentation securely and make available to competent authorities per Article 18 and Article 21
• Ensure all technical documentation is reviewed and approved before use

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SCOPE AND APPLICABILITY

2.1 Mandatory Applicability

This standard is mandatory for:

• All high-risk AI systems (EU AI Act Article 11)
• All lifecycle phases requiring documentation

2.2 Recommended Applicability

This standard is recommended for:

• All AI systems for best practices
• Limited-risk and minimal-risk AI systems (voluntary)

2.3 Documentation Types Covered

• Technical documentation (Annex IV)
• Design documentation
• Development documentation
• Testing documentation
• Deployment documentation
• Maintenance documentation

2.4 Out of Scope

• General software documentation (covered by software development standards)
• Non-AI system documentation (covered by other documentation standards)
• Documentation outside EU AI Act scope

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CONTROL STANDARD

Control DOC-001: Documentation Completeness

Control ID: DOC-001
Control Name: Annex IV Documentation Completeness
Control Type: Preventive
Control Frequency: Per high-risk AI system, after substantial modifications
Risk Level: High

Control Objective

Create complete technical documentation per Annex IV for all high-risk AI systems to demonstrate compliance with EU AI Act requirements and enable conformity assessment, in compliance with EU AI Act Article 11 and Annex IV.

Control Requirements

CR-001.1: Annex IV Mandatory Elements

Technical documentation must contain all Annex IV required elements.

Annex IV Checklist (Mandatory Elements):

#	Annex IV Element	Required Content	Section
1	General description	Intended purpose, provider info, versions	Section 1
2	Intended purpose details	Use cases, users, settings	Section 1.1
3	Provider information	Name, contact, authorized rep	Section 1.2
4	Instructions for use	Complete user instructions	Section 1.2
5	System versions	Software/firmware versions, update requirements	Section 1.3
6	Development methods	Methods, steps, design specs	Section 2.1
7	System architecture	Architecture diagrams, components	Section 2.1
8	Computational resources	Resources used for development	Section 2.1
9	Data requirements	Training/validation/testing data specs	Section 2.2
10	Training methodologies	Techniques, parameters, approaches	Section 2.2
11	Data provenance	Data sources, collection methods	Section 2.2
12	Human oversight measures	Oversight design and implementation	Section 2.3
13	Output interpretation	Technical measures for interpretation	Section 2.3
14	Validation procedures	Validation approach and methods	Section 3.1
15	Testing procedures	Testing approach and methods	Section 3.1
16	Performance metrics	Accuracy, robustness, cybersecurity metrics	Section 3.1
17	Test results	Complete test reports	Section 3.1
18	Risk management documentation	Risk management system docs	Section 3.2
19	Lifecycle changes	Changes made through lifecycle	Section 3.2
20	Technical specifications	Hardware, software, network requirements	Section 3.3
21	EU Declaration of Conformity	Copy of declaration	Section 4.1
22	Conformity assessment procedure	Procedure followed (Annex VI or VII)	Section 4.1
23	Notified body details	Identification (if applicable)	Section 4.1
24	Harmonized standards	Standards applied	Section 4.2
25	Common specifications	Specs applied (if no harmonized standards)	Section 4.2
26	Post-market monitoring plan	Detailed description of post-deployment evaluation system and monitoring plan per Article 72 and Article 72(3)	Section 4.3

Mandatory Actions:

• Use Annex IV template (TMPL-AI-DOC-001)
• Complete all mandatory sections
• Obtain technical reviews
• Verify completeness against checklist
• Obtain CTO approval
• Block deployment if documentation incomplete

Evidence Required:

• Complete technical documentation package
• Annex IV completeness checklist (completed)
• Review records
• Approval signatures

Audit Verification:

• Verify 100% of Annex IV elements completed
• Confirm completeness checklist verified
• Check technical reviews completed
• Validate CTO approval obtained
• Verify deployment blocked if incomplete

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Control DOC-002: Documentation Quality

Control ID: DOC-002
Control Name: Technical Documentation Quality Assurance
Control Type: Preventive
Control Frequency: Per documentation package
Risk Level: Medium

Control Objective

Ensure technical documentation is clear, comprehensive, and accurate to enable effective use, support conformity assessment, and demonstrate compliance with EU AI Act requirements.

Control Requirements

CR-002.1: Quality Criteria Verification

Technical documentation must meet all quality criteria before approval.

Quality Criteria:

Criterion	Requirement	Verification Method	Target
Clarity	Written in clear, understandable language	Readability review (Flesch-Kincaid ≥60)	≥60
Accuracy	Technically accurate and up-to-date	Technical peer review	100% accurate
Completeness	All required information included	Completeness check against Annex IV	100% complete
Consistency	Consistent terminology and formatting	Consistency review	100% consistent
Traceability	Clear references and cross-links	Traceability audit	All claims traceable
Verifiability	Claims supported by evidence	Evidence verification	100% verifiable

Mandatory Actions:

• Conduct technical peer review
• Verify accuracy of technical details
• Check consistency across sections
• Validate all claims with evidence
• Obtain quality approval
• Block approval if quality criteria not met

Evidence Required:

• Peer review records
• Quality checklist (completed)
• Accuracy verification records
• Consistency review records
• Traceability audit records
• Evidence verification records
• Approval records

Audit Verification:

• Verify peer review conducted
• Confirm all quality criteria met
• Check evidence supports all claims
• Validate quality approval obtained

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Control DOC-003: Documentation Templates

Control ID: DOC-003
Control Name: Standardized Documentation Templates
Control Type: Preventive
Control Frequency: Continuous use, annual review
Risk Level: Low

Control Objective

Use standardized templates aligned with Annex IV structure to ensure consistent, complete documentation across all high-risk AI systems and facilitate compliance verification.

Control Requirements

CR-003.1: Template Management and Enforcement

Maintain and enforce use of standardized Annex IV documentation templates.

Template Requirements:

• Follows Annex IV section structure exactly
• Includes all mandatory elements
• Provides guidance for each section
• Enables consistent documentation
• Supports version control
• Includes quality checklists

Mandatory Actions:

• Maintain Annex IV documentation template (TMPL-AI-DOC-001)
• Update template with regulatory changes
• Train staff on template use
• Enforce template usage (mandatory for high-risk AI)
• Review template effectiveness annually
• Version control template changes

Evidence Required:

• Annex IV Documentation Template (TMPL-AI-DOC-001)
• Template version history
• Template usage records
• Training records
• Annual template reviews
• Template update approvals

Audit Verification:

• Verify template exists and is current
• Confirm template follows Annex IV structure
• Check template usage enforced
• Validate annual template review completed

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Control DOC-004: Documentation Updates

Control ID: DOC-004
Control Name: Technical Documentation Update Management
Control Type: Preventive
Control Frequency: As triggered by changes
Risk Level: Medium

Control Objective

Update technical documentation when changes occur to AI system to maintain accuracy and compliance throughout the AI system lifecycle, ensuring documentation reflects current system state.

Control Requirements

CR-004.1: Change-Driven Documentation Updates

Update technical documentation promptly when changes occur.

Update Triggers:

• Substantial modifications to AI system
• Changes to intended purpose
• Changes to deployment context
• New test results
• Risk management changes
• Conformity assessment updates
• Regulatory requirement changes

Mandatory Actions:

• Monitor for update triggers
• Assess documentation impact
• Update affected sections
• Maintain version history
• Obtain approval for updates
• Communicate changes to stakeholders
• Update within 30 days of change

Update Impact Assessment:

Change Type	Documentation Sections Affected	Update Priority	Approval Required
Substantial modification	All sections potentially	High	CTO + AI Governance Committee
Intended purpose change	Section 1.1, 2.2, 3.2	High	CTO + AI Governance Committee
Deployment context change	Section 1.1, 3.3	Medium	AI System Owner
New test results	Section 3.1	Medium	Technical Lead
Risk management changes	Section 3.2	Medium	AI System Owner
Regulatory changes	All sections potentially	High	CTO + Legal

Evidence Required:

• Change log
• Updated documentation (versioned)
• Impact assessments
• Approval records
• Stakeholder communications
• Update completion records

Audit Verification:

• Verify documentation updated within 30 days of changes
• Confirm all affected sections updated
• Check impact assessment completed
• Validate approval obtained
• Verify version history maintained

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Control DOC-005: Version Control

Control ID: DOC-005
Control Name: Documentation Version Control
Control Type: Detective
Control Frequency: Per documentation update
Risk Level: Medium

Control Objective

Maintain comprehensive version control for all technical documentation to enable traceability, support audits, and ensure ability to retrieve historical versions for compliance and troubleshooting.

Control Requirements

CR-005.1: Version Control System Implementation

Implement and maintain version control for all technical documentation.

Version Control Requirements:

• Unique version number for each revision
• Version history log
• Change description for each version
• Author and date for each version
• Approval status tracking
• Ability to retrieve previous versions
• 10-year retention of all versions

Versioning Scheme:

Version Type	Format	Use Case	Example
Major version	X.0	Substantial modifications, major changes	2.0
Minor version	X.Y	Updates, corrections, clarifications	1.5
Draft versions	X.Y-DRAFT	Work in progress	1.3-DRAFT

Mandatory Actions:

• Assign version numbers systematically
• Document changes in version log
• Store all versions securely
• Enable version retrieval
• Track approval status
• Maintain 10-year retention
• Archive old versions per retention policy

Version Log Requirements:

Field	Description	Mandatory
Version Number	Unique version identifier	YES
Date	Version date	YES
Author	Person who created version	YES
Change Description	What changed in this version	YES
Sections Affected	Which documentation sections changed	YES
Approval Status	Approved/Pending/Rejected	YES
Approver	Person who approved (if approved)	If approved

Evidence Required:

• Version control log
• All documentation versions (stored)
• Change descriptions
• Approval tracking records
• Version retrieval capability verification

Audit Verification:

• Verify version control implemented for all documentation
• Confirm version numbers assigned systematically
• Check version history complete
• Validate ability to retrieve previous versions
• Verify 10-year retention maintained

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Control DOC-006: Annual Documentation Review

Control ID: DOC-006
Control Name: Annual Technical Documentation Review
Control Type: Detective
Control Frequency: Annually
Risk Level: Medium

Control Objective

Review all technical documentation annually for currency and accuracy to ensure documentation remains current, accurate, and compliant with evolving regulations and system changes.

Control Requirements

CR-006.1: Comprehensive Annual Review

Conduct annual review of all technical documentation for each high-risk AI system.

Review Scope:

• Review each Annex IV section
• Verify accuracy against current system
• Update outdated information
• Confirm compliance with current regulations
• Check completeness
• Validate quality criteria still met

Mandatory Actions:

• Schedule annual reviews (within 12 months of last review)
• Review each Annex IV section systematically
• Verify accuracy against current system
• Update outdated information
• Confirm compliance with current regulations
• Document review results
• Obtain approval
• Update documentation if needed

Annual Review Checklist:

Section	Review Items	Status
Section 1: General Description	Intended purpose current? Provider info accurate? Versions correct?	☐
Section 2: Development	Methods current? Architecture accurate? Data requirements current?	☐
Section 3: Monitoring	Test results current? Risk management current? Specifications accurate?	☐
Section 4: Conformity	Declaration current? Standards current?	☐
Overall	Completeness? Quality? Compliance?	☐

Evidence Required:

• Annual review schedule
• Review checklists (completed)
• Review findings
• Updates made (if any)
• Approval records
• Review completion certificates

Audit Verification:

• Verify annual reviews scheduled and completed
• Confirm all sections reviewed
• Check outdated information updated
• Validate compliance verified
• Verify approval obtained

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Control DOC-007: Secure Storage

Control ID: DOC-007
Control Name: Technical Documentation Secure Storage
Control Type: Preventive
Control Frequency: Continuous
Risk Level: High

Control Objective

Store technical documentation securely with appropriate access controls to protect sensitive information, ensure availability, and comply with retention requirements per EU AI Act Article 18.

Control Requirements

CR-007.1: Secure Storage Implementation

Implement secure storage for all technical documentation.

Storage Requirements:

• Secure document management system
• Access controls (role-based)
• Encryption at rest and in transit
• Backup and disaster recovery
• Audit trail of access
• Retention for 10 years (Article 18)
• Geographic restrictions (if applicable)

Mandatory Actions:

• Store documentation in approved system
• Configure access controls
• Enable encryption (at rest and in transit)
• Implement backup procedures (daily backups)
• Log all access
• Enforce retention policy (10 years)
• Test disaster recovery annually

Security Controls:

Control	Requirement	Implementation
Access Control	Role-based access control	Document management system RBAC
Encryption at Rest	AES-256 or equivalent	Storage encryption
Encryption in Transit	TLS 1.3 or equivalent	HTTPS for all access
Backup	Daily automated backups	Backup system with 30-day retention
Disaster Recovery	RTO < 24 hours, RPO < 24 hours	DR plan and testing
Audit Trail	Log all access and modifications	Access logs with 10-year retention
Retention	10 years minimum	Automated retention policy

Evidence Required:

• Document management system records
• Access control configuration
• Encryption verification records
• Backup logs
• Disaster recovery test results
• Access audit trail
• Retention compliance records

Audit Verification:

• Verify secure storage implemented
• Confirm access controls configured
• Check encryption enabled
• Validate backup procedures operational
• Verify audit trail logging
• Check 10-year retention enforced

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Control DOC-008: Access Management

Control ID: DOC-008
Control Name: Technical Documentation Access Control
Control Type: Preventive
Control Frequency: Continuous, quarterly reviews
Risk Level: Medium

Control Objective

Provide appropriate access to technical documentation per Article 18 and Article 21 to enable authorized access while protecting sensitive information and ensuring regulatory compliance.

Control Requirements

CR-008.1: Role-Based Access Control

Implement and manage role-based access control for technical documentation.

Access Levels:

Role	Access Level	Justification	Approval Required
AI System Owner	Full read/write	Responsible for documentation	Automatic
Technical Team	Read/write (assigned sections)	Create and update documentation	AI System Owner
AI Governance Committee	Read	Oversight and approval	Automatic
Internal Audit	Read	Audit and compliance verification	Audit Manager
Competent Authorities	Read (upon request)	Regulatory oversight (Article 18, Article 21)	Legal + CTO
Notified Bodies	Read (during assessment)	Conformity assessment	CTO

Mandatory Actions:

• Define access roles and permissions
• Grant access based on role
• Review access quarterly
• Revoke access when no longer needed
• Log all access requests
• Respond to authority requests within 5 days
• Document all access grants/revocations

Access Review Process:

1. Generate access report quarterly
2. Review access for each user
3. Verify access still needed
4. Revoke unnecessary access
5. Document review results
6. Report to AI Governance Committee

Evidence Required:

• Access control matrix
• Access grant/revoke records
• Quarterly access reviews
• Access logs
• Authority request responses
• Access review reports

Audit Verification:

• Verify access controls implemented
• Confirm access granted based on roles
• Check quarterly access reviews completed
• Validate unnecessary access revoked
• Verify access logs maintained
• Check authority requests responded within 5 days

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Control DOC-009: Documentation Availability

Control ID: DOC-009
Control Name: Authority Request Response and Documentation Availability
Control Type: Preventive
Control Frequency: As requested
Risk Level: High

Control Objective

Ensure technical documentation is available to competent authorities upon request per Article 18 (retention at disposal of authorities) and Article 21 (cooperation with competent authorities) to enable regulatory oversight and demonstrate compliance.

Control Requirements

CR-009.1: Authority Request Response

Respond promptly and completely to competent authority requests for technical documentation.

Response Requirements:

• Acknowledge request within 1 business day
• Provide complete documentation package within 5 business days
• Ensure documentation in required language (if specified)
• Coordinate through legal team
• Track all requests and responses
• Maintain request log

Mandatory Actions:

• Maintain documentation in accessible format
• Respond to authority requests promptly
• Provide complete documentation package
• Track all requests and responses
• Ensure language requirements met
• Coordinate with legal team
• Document all interactions

Authority Request Process:

1. Receive request from competent authority
2. Acknowledge within 1 business day
3. Notify Legal and CTO
4. Prepare complete documentation package
5. Review for completeness
6. Provide to authority within 5 business days
7. Document request and response
8. Follow up if needed

Evidence Required:

• Authority request log
• Response records
• Documentation packages provided
• Response time tracking
• Language compliance verification
• Legal coordination records

Audit Verification:

• Verify requests acknowledged within 1 business day
• Confirm documentation provided within 5 business days
• Check complete documentation packages provided
• Validate language requirements met
• Verify all requests tracked

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Control DOC-010: Documentation Review and Approval

Control ID: DOC-010
Control Name: Technical Documentation Review and Approval Process
Control Type: Preventive
Control Frequency: Per documentation package/update
Risk Level: High

Control Objective

Ensure all technical documentation is reviewed and approved before use to verify quality, accuracy, completeness, and regulatory compliance.

Control Requirements

CR-010.1: Multi-Stage Review and Approval

Conduct technical, legal, and compliance reviews before final approval.

Review Stages:

Stage 1: Technical Review

• Technical accuracy
• Completeness per Annex IV
• Consistency with system design
• Clarity and understandability
• Evidence support for claims
• Compliance with technical standards

Stage 2: Legal and Compliance Review

• Annex IV compliance
• EU AI Act compliance
• GDPR compliance (if personal data)
• Intellectual property considerations
• Contractual obligations
• Export control (if applicable)

Stage 3: Final Approval

• Route for appropriate approvals
• Obtain all required signatures
• Document approval date
• Communicate approval status
• Archive approved version

Approval Hierarchy:

Documentation Type	Approver	Authority	Timeframe
Initial Documentation	CTO + AI Governance Committee	Full approval	< 10 business days
Major Updates	CTO + AI Governance Committee	Full approval	< 10 business days
Minor Updates	AI System Owner + Technical Lead	Delegated approval	< 5 business days
Corrections	Technical Lead	Delegated approval	< 3 business days

Mandatory Actions:

• Assign qualified technical reviewers
• Conduct detailed technical review
• Document findings
• Address all findings
• Obtain reviewer sign-off
• Submit to legal review
• Address legal findings
• Obtain legal approval
• Route for appropriate approvals
• Obtain all required signatures
• Block use until approved

Evidence Required:

• Technical review checklist
• Review findings log
• Resolution records
• Reviewer sign-off
• Legal review records
• Compliance verification
• Legal approval
• Approval records
• Signature log
• Approval workflow tracking

Audit Verification:

• Verify technical review conducted
• Confirm legal review completed
• Check all findings addressed
• Validate all required approvals obtained
• Verify documentation not used until approved

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SUPPORTING PROCEDURES

This standard is implemented through the following detailed procedures:

Procedure PROC-AI-DOC-001: Technical Documentation Creation Procedure

Purpose: Define step-by-step process for creating Annex IV documentation
Owner: Chief Technology Officer
Implements: Controls DOC-001, DOC-002, DOC-003

Procedure Steps:

1. Initiate documentation creation
2. Use Annex IV template - Control DOC-003
3. Complete all mandatory sections - Control DOC-001
4. Conduct technical review - Control DOC-002
5. Address review findings
6. Obtain quality approval
7. Submit for legal review
8. Obtain final approval - Control DOC-010
9. Store documentation securely - Control DOC-007

Outputs:

• Complete technical documentation package
• Review records
• Approval records
• Stored documentation

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Procedure PROC-AI-DOC-002: Documentation Maintenance Procedure

Purpose: Define process for updating and maintaining documentation
Owner: Chief Technology Officer
Implements: Controls DOC-004, DOC-005, DOC-006

Procedure Steps:

1. Monitor for update triggers - Control DOC-004
2. Assess documentation impact
3. Update affected sections
4. Assign version number - Control DOC-005
5. Document changes in version log
6. Conduct annual review - Control DOC-006
7. Obtain approval for updates
8. Store updated version securely

Outputs:

• Updated documentation
• Version log
• Change descriptions
• Approval records

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Procedure PROC-AI-DOC-003: Documentation Review and Approval Procedure

Purpose: Define process for reviewing and approving documentation
Owner: Chief Technology Officer
Implements: Control DOC-010

Procedure Steps:

1. Assign technical reviewers
2. Conduct technical review
3. Document findings
4. Address findings
5. Obtain technical sign-off
6. Submit to legal review
7. Address legal findings
8. Obtain legal approval
9. Route for final approval
10. Obtain all required signatures
11. Archive approved version

Outputs:

• Review records
• Approval records
• Approved documentation

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COMPLIANCE

5.1 Compliance Monitoring

Monitoring Approach: Continuous automated monitoring supplemented by monthly manual reviews and quarterly comprehensive audits.

Compliance Metrics:

Metric	Target	Measurement Method	Frequency	Owner
Documentation Completeness	100%	% of high-risk AI with complete Annex IV documentation	Monthly	Chief Technology Officer
Documentation Currency	100%	% of documentation current (< 1 year old)	Monthly	Chief Technology Officer
Review Completion	100%	% of annual reviews completed on time	Quarterly	Chief Technology Officer
Authority Response Time	< 5 days	Average days to respond to authority requests	Per request	Legal
Approval Cycle Time	< 10 days	Average days from submission to approval	Monthly	Chief Technology Officer
Version Control Compliance	100%	% of documentation with proper version control	Monthly	Chief Technology Officer
Access Control Compliance	100%	% of documentation with proper access controls	Monthly	IT Security

Monitoring Tools:

• Documentation Dashboard
• Compliance Reports
• Access Logs
• Version Control System
• Monthly compliance reports
• Quarterly AI Governance Committee reviews

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5.2 Internal Audit Requirements

Audit Frequency: Annually (minimum)

Audit Scope:

• Documentation completeness per Annex IV
• Documentation quality
• Documentation currency
• Version control implementation
• Secure storage implementation
• Access control effectiveness
• Authority request response
• Review and approval process
• Controls effectiveness (DOC-001 through DOC-010)

Audit Activities:

• Review 100% of high-risk AI documentation for completeness
• Sample 20% of documentation for detailed quality review
• Test version control system
• Verify secure storage implementation
• Test access controls
• Review authority request responses
• Interview key personnel
• Test documentation retrieval

Audit Outputs:

• Annual Technical Documentation Audit Report
• Findings and recommendations
• Corrective action plans for deficiencies

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5.3 External Audit / Regulatory Inspection

Preparation:

• Maintain audit-ready documentation at all times
• Designate Chief Technology Officer and Legal as regulatory liaisons
• Prepare standard response procedures for authority requests

Provide to Auditors/Regulators:

• Technical documentation packages (sample or all)
• Documentation templates
• Version control logs
• Access control records
• Authority request logs
• Review and approval records
• Documentation procedures
• Internal audit reports
• Evidence of controls execution

Authority Request Response:

• Acknowledge request within 1 business day
• Provide requested documentation within 5 business days
• Coordinate through Legal and Chief Technology Officer
• Document all interactions with authorities

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ROLES AND RESPONSIBILITIES

6.1 RACI Matrix

Activity	Chief Technology Officer	AI System Owner	Technical Lead	Technical Documentation Team	Legal & Compliance	AI Governance Committee	IT Security
Documentation Creation	R/A	A	R	R	C	I	I
Documentation Quality	R	A	R	R	C	I	I
Template Management	R/A	I	C	C	I	I	I
Documentation Updates	R	A	R	R	C	I	I
Version Control	R	A	C	R	I	I	I
Annual Review	R	A	R	C	C	I	I
Secure Storage	R	I	I	I	I	I	R/A
Access Management	R	A	I	I	C	I	R
Authority Requests	R	I	I	I	R	I	I
Review and Approval	R/A	A	R	C	R	A	I

RACI Legend:

• R = Responsible (does the work)
• A = Accountable (ultimately answerable)
• C = Consulted (provides input)
• I = Informed (kept up-to-date)

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6.2 Role Descriptions

Chief Technology Officer

• Primary Responsibility: Oversees technical documentation framework, ensures compliance
• Key Activities:
  • Establishes documentation framework
  • Maintains documentation templates
  • Approves documentation
  • Reports documentation metrics
  • Coordinates with authorities
• Required Competencies: EU AI Act Article 11, Annex IV, technical documentation, project management

AI System Owner

• Primary Responsibility: Accountable for documentation completeness and accuracy
• Key Activities:
  • Ensures documentation created
  • Approves documentation content
  • Coordinates documentation updates
  • Participates in reviews
• Required Competencies: AI system knowledge, documentation requirements

Technical Lead

• Primary Responsibility: Creates and maintains technical content
• Key Activities:
  • Creates technical documentation
  • Conducts technical reviews
  • Updates documentation
  • Maintains version control
• Required Competencies: Technical writing, AI system technical knowledge, Annex IV

Technical Documentation Team

• Primary Responsibility: Supports documentation creation and maintenance
• Key Activities:
  • Supports documentation creation
  • Maintains templates
  • Conducts quality reviews
  • Manages version control
• Required Competencies: Technical writing, documentation management

Legal & Compliance

• Primary Responsibility: Reviews for regulatory compliance
• Key Activities:
  • Reviews documentation for compliance
  • Manages authority requests
  • Advises on regulatory requirements
• Required Competencies: EU AI Act legal expertise, regulatory compliance

AI Governance Committee

• Primary Responsibility: Approves documentation
• Key Activities:
  • Approves initial documentation
  • Approves major updates
  • Reviews documentation metrics
• Authority: Final approval for initial and major documentation

IT Security

• Primary Responsibility: Implements secure storage and access controls
• Key Activities:
  • Implements secure storage
  • Configures access controls
  • Manages encryption
  • Implements backup and DR
• Required Competencies: Information security, document management systems

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EXCEPTIONS

7.1 Exception Philosophy

Technical documentation is a critical regulatory compliance activity for high-risk AI systems. Exceptions are granted restrictively and only where compensating controls adequately mitigate risks.

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7.2 Allowed Exceptions

The following exceptions may be granted with proper justification and approval:

Exception Type	Justification Required	Maximum Duration	Approval Authority	Compensating Controls
Extended Documentation Creation Timeline	Resource constraints prevent timely creation	30 days	CTO + AI Governance Committee	Interim documentation; Accelerated plan
Deferred Minor Section Update	Minor section update can wait	60 days	AI System Owner	Document deferral rationale; Schedule update
Simplified Documentation (Minimal-Risk AI)	AI system clearly minimal-risk	Permanent	CTO	Document simplified rationale; Annual re-confirmation

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7.3 Prohibited Exceptions

The following exceptions cannot be granted under any circumstances:

❌ Skipping Annex IV documentation for high-risk AI - Mandatory per Article 11, no exceptions
❌ Deploying without complete documentation - Regulatory violation, legal liability
❌ Skipping technical review - Required for quality assurance
❌ Skipping legal review - Required for compliance verification
❌ Operating without secure storage - Required for data protection
❌ Ignoring authority requests - Required per Article 18 and Article 21

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7.4 Exception Request Process

Step 1: Submit Exception Request

• Complete Exception Request Form (FORM-AI-EXCEPTION-001)
• Include business justification
• Propose compensating controls
• Specify duration requested
• Attach risk assessment

Step 2: Risk Assessment

• Chief Technology Officer assesses risk of granting exception
• Evaluates adequacy of compensating controls
• Documents residual risk

Step 3: Approval

• Route to appropriate approval authority based on exception type
• CTO approval: Minor exceptions
• CTO + AI Governance Committee: Significant exceptions
• AI Governance Committee: Critical exceptions

Step 4: Documentation and Monitoring

• Document exception in Exception Register
• Assign exception owner
• Set review date
• Monitor compensating controls
• Report exceptions quarterly to AI Governance Committee

Step 5: Exception Review and Closure

• Review exception at specified review date
• Assess if exception still needed
• Close exception when normal documentation completed
• Document lessons learned

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ENFORCEMENT

8.1 Non-Compliance Consequences

Violation	Severity	Consequence	Remediation Required
High-risk AI without Annex IV documentation	Critical	Immediate suspension until documentation completed	Complete documentation within 30 business days; Root cause analysis
Deploying with incomplete documentation	Critical	Immediate halt deployment; Compliance gap assessment	Complete missing sections; Re-approve; Re-deploy
Missing annual review	High	Escalation to AI Governance Committee; Freeze on new features	Complete review within 10 business days
Late authority request response	High	Written warning; Escalation to management	Respond immediately; Process improvement plan
Missing version control	Medium	Written warning	Implement version control within 5 business days
Incomplete documentation sections	Medium	Written warning	Complete sections within 10 business days

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8.2 Escalation Procedures

Level 1: Chief Technology Officer

• Minor procedural violations
• Documentation deficiencies
• Timeline delays < 5 days
• Action: Written warning, corrective action required

Level 2: Chief Technology Officer + AI Governance Committee

• Repeated violations
• Missing documentation
• Quality issues
• Action: Formal review, corrective action plan, management notification

Level 3: AI Governance Committee

• High-risk AI without documentation
• Critical compliance failures
• Regulatory violations
• Action: Immediate AI system suspension, investigation, disciplinary action

Level 4: Executive Management + Legal

• Potential regulatory enforcement action
• Significant legal liability
• Reputational risk
• Action: Executive crisis management, legal strategy, regulatory engagement

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8.3 Immediate Escalation Triggers

Escalate immediately to AI Governance Committee + Legal if:

• ⚠️ High-risk AI system operating without Annex IV documentation
• ⚠️ Authority request not responded to within 5 days
• ⚠️ Regulatory inquiry or inspection related to documentation
• ⚠️ Documentation breach or unauthorized access
• ⚠️ Critical documentation quality issues identified

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8.4 Disciplinary Actions

Individuals responsible for documentation violations may be subject to:

• Verbal or written warning
• Mandatory retraining
• Performance improvement plan
• Reassignment of responsibilities
• Suspension (with pay during investigation)
• Termination (for egregious violations, e.g., knowingly deploying without documentation)

Factors Considered:

• Intent (knowing violation vs. honest mistake)
• Severity of violation
• Impact (actual or potential)
• Cooperation with remediation
• Prior violation history

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KEY PERFORMANCE INDICATORS (KPIs)

9.1 Technical Documentation KPIs

KPI ID	KPI Name	Definition	Target	Measurement Method	Frequency	Owner	Reporting To
KPI-DOC-001	Documentation Completeness	% of high-risk AI with complete Annex IV documentation	100%	(# high-risk AI with complete docs / # high-risk AI) × 100	Monthly	Chief Technology Officer	AI Governance Committee
KPI-DOC-002	Documentation Currency	% of documentation current (< 1 year old)	100%	(# current docs / # total docs) × 100	Monthly	Chief Technology Officer	Management
KPI-DOC-003	Review Completion	% of annual reviews completed on time	100%	(# reviews on time / # scheduled reviews) × 100	Quarterly	Chief Technology Officer	AI Governance Committee
KPI-DOC-004	Authority Response Time	Average days to respond to authority requests	< 5 days	Σ (response date - request date) / # requests	Per request	Legal	Executive Management
KPI-DOC-005	Approval Cycle Time	Average days from submission to approval	< 10 days	Σ (approval date - submission date) / # submissions	Monthly	Chief Technology Officer	Management
KPI-DOC-006	Documentation Quality Score	Average quality score across all documentation	≥ 90%	Composite score from quality criteria	Quarterly	Chief Technology Officer	AI Governance Committee
KPI-DOC-007	Version Control Compliance	% of documentation with proper version control	100%	(# docs with version control / # total docs) × 100	Monthly	Chief Technology Officer	Management
KPI-DOC-008	Update Timeliness	% of documentation updates completed within 30 days	100%	(# updates within 30 days / # total updates) × 100	Monthly	Chief Technology Officer	Management
KPI-DOC-009	Access Control Compliance	% of documentation with proper access controls	100%	(# docs with access controls / # total docs) × 100	Monthly	IT Security	Chief Technology Officer
KPI-DOC-010	Template Usage	% of documentation using standardized templates	100%	(# docs using templates / # total docs) × 100	Monthly	Chief Technology Officer	Management

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9.2 KPI Dashboards and Reporting

Real-Time Dashboard (Chief Technology Officer access)

• Current documentation completeness
• Documentation currency status
• Pending reviews
• Authority requests
• Approval workflows

Monthly Management Report

• KPI-DOC-001, 002, 005, 007, 008, 009, 010
• Trend analysis (vs. previous month)
• Issues and risks
• Planned actions

Quarterly AI Governance Committee Report

• All KPIs
• Documentation completeness status
• Review completion status
• Quality assessment results
• Internal audit findings (if conducted)
• Exception register review

Annual Executive Report

• Full-year KPI performance
• Documentation maturity assessment
• Strategic recommendations
• Regulatory outlook

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9.3 KPI Thresholds and Alerts

KPI	Green (Good)	Yellow (Warning)	Red (Critical)	Alert Action
Documentation Completeness	100%	95-99%	< 95%	Red: Immediate escalation to AI Governance Committee Chair
Documentation Currency	100%	90-99%	< 90%	Red: Escalate to AI Governance Committee
Review Completion	100%	90-99%	< 90%	Yellow: Accelerate reviews; Red: Freeze new AI deployments
Authority Response Time	< 5 days	5-7 days	> 7 days	Red: Immediate escalation to Executive Management + Legal
Approval Cycle Time	< 10 days	10-15 days	> 15 days	Red: Escalate to AI Governance Committee

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TRAINING REQUIREMENTS

10.1 Training Program Overview

All personnel involved in technical documentation must complete role-specific training to ensure competency in Annex IV requirements, technical writing, and documentation procedures.

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10.2 Role-Based Training Requirements

Role	Training Course	Duration	Content	Frequency	Assessment Required
Chief Technology Officer	Documentation Management Expert Training	12 hours	EU AI Act Article 11; Annex IV; Documentation management; Quality assurance; Authority requests	Initial + annually	Yes - Written exam (≥90%)
Technical Leads	Technical Documentation Creation	16 hours	Annex IV structure; Technical writing; Quality criteria; Review process	Initial + annually	Yes - Practical documentation exercise
Technical Documentation Team	Documentation Support Training	12 hours	Template usage; Quality review; Version control; Documentation tools	Initial + annually	Yes - Practical exercise
AI System Owners	Documentation Overview	4 hours	Documentation requirements; Responsibilities; Approval process	At onboarding + annually	Yes - Knowledge check (≥80%)
Legal & Compliance	Documentation Compliance Review	6 hours	Annex IV compliance; EU AI Act Article 11; Authority requests; Legal considerations	Initial + annually	Yes - Written exam (≥90%)
All AI Development Staff	Documentation Awareness	2 hours	Documentation basics; When documentation needed; Quality awareness	At onboarding + annually	Yes - Knowledge check (≥80%)

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10.3 Training Content by Topic

Annex IV Requirements

• Complete Annex IV structure
• Mandatory elements
• Section-by-section guidance
• Completeness criteria
• Quality requirements

Technical Writing

• Clarity and understandability
• Technical accuracy
• Consistency
• Traceability
• Evidence support

Documentation Management

• Template usage
• Version control
• Update management
• Review process
• Approval workflow

Regulatory Compliance

• EU AI Act Article 11
• Annex IV requirements
• Authority requests and cooperation (Article 18, Article 21)
• Retention requirements (Article 18)

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10.4 Training Delivery Methods

Initial Training:

• Instructor-led classroom or virtual training
• Includes interactive exercises and case studies
• Hands-on practice with documentation templates
• Group discussions of complex scenarios

Annual Refresher:

• E-learning modules for core content review
• Live update sessions for regulatory changes
• Case study reviews of recent documentation
• Knowledge assessment

On-the-Job Training:

• Mentoring for new documentation staff
• Job shadowing during documentation creation
• Supervised documentation for first 3 AI systems

Just-in-Time Training:

• Quick reference guides and job aids
• Video tutorials on specific topics
• Help desk support from experienced documentation staff

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10.5 Training Effectiveness Measurement

Assessment Methods:

• Written exams for knowledge retention
• Practical exercises for skill application
• On-the-job observations for competency validation
• Feedback surveys for training quality

Competency Validation:

• Technical Leads: Must create complete Annex IV documentation for 1 sample AI system with 100% completeness before independent documentation
• All staff: Must pass knowledge assessments with minimum required scores

Training Metrics:

Metric	Target	Frequency
Training completion rate	100%	Quarterly
Assessment pass rate (first attempt)	≥ 90%	Per training
Training effectiveness score (survey)	≥ 4.0/5.0	Per training
Time to competency (Technical Leads)	< 30 days	Per person

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10.6 Training Records

Records Maintained:

• Training attendance records
• Assessment scores
• Competency validations
• Refresher training completion
• Individual training transcripts

Retention: 10 years (to align with EU AI Act documentation retention)

Access: HR, Chief Technology Officer, Internal Audit, Competent Authorities (upon request)

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DEFINITIONS

Term	Definition	Source
Technical Documentation	Documentation demonstrating AI system compliance with EU AI Act requirements (Annex IV)	EU AI Act Article 11, Annex IV
Annex IV	Technical documentation structure and contents required for high-risk AI systems	EU AI Act Annex IV
Substantial Modification	Change to an AI system after its placing on the market or putting into service which affects the compliance of the AI system with the requirements of the EU AI Act or results in a modification to the intended purpose	EU AI Act Article 3(23)
Version Control	Systematic tracking of documentation versions with change history	This Standard
Documentation Package	Complete set of technical documentation for an AI system	This Standard
Competent Authority	National authority designated to supervise application of EU AI Act	EU AI Act Article 3(48)
Notified Body	Conformity assessment body notified under EU AI Act	EU AI Act Article 3(22)
EU Declaration of Conformity	Declaration by provider that AI system conforms to EU AI Act requirements	EU AI Act Article 47
Harmonized Standard	European standard adopted by European standardization organizations	EU AI Act Article 3(27)
Common Specification	Technical specification adopted by Commission when no harmonized standards exist	EU AI Act Article 3(28)

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LINK WITH AI ACT AND ISO42001

12.1 EU AI Act Regulatory Mapping

This standard implements the following EU AI Act requirements:

EU AI Act Provision	Article/Annex	Requirement Summary	Implemented By (Controls)
Technical Documentation	Article 11	Technical documentation required for high-risk AI	All controls (DOC-001 through DOC-010)
Annex IV Contents	Annex IV	Detailed structure and contents of technical documentation	DOC-001
Documentation Updates	Article 11	Documentation must be kept up-to-date	DOC-004, DOC-006
Record-Keeping	Article 18	Documentation retention for 10 years	DOC-007
Documentation Availability	Article 18, Article 21	Keep documentation at disposal of authorities for 10 years (Art. 18); cooperate with competent authorities and provide documentation upon reasoned request (Art. 21)	DOC-008, DOC-009

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12.2 ISO/IEC 42001:2023 Alignment

This standard aligns with ISO/IEC 42001:2023 as follows:

ISO 42001 Clause	Requirement	Implementation in This Standard
Clause 7.5: Documented information	Maintain documented information	All controls (DOC-001 through DOC-010)
Clause 7.5.2: Creating and updating	Create and update documented information	DOC-001, DOC-002, DOC-004
Clause 7.5.3: Control of documented information	Control documented information	DOC-005, DOC-007, DOC-008
Clause 9.2: Internal audit	Conduct internal audits	Compliance Section 5.2
Clause 9.3: Management review	Conduct management reviews	DOC-006, DOC-010

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12.3 Relationship to Other Standards

This technical documentation standard integrates with other AI Act standards:

Related Standard	Integration Point	Rationale
STD-AI-001: Classification	Classification determines if documentation required	High-risk AI requires Annex IV documentation
STD-AI-002: Risk Management	Risk management documentation included in Annex IV Section 3.2	Risk management outputs feed into technical documentation
STD-AI-003: Data Governance	Data requirements documented in Annex IV Section 2.2	Data governance outputs feed into technical documentation
STD-AI-010: Conformity Assessment	Conformity assessment documentation included in Annex IV Section 4	Conformity assessment outputs feed into technical documentation

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12.4 References and Related Documents

EU AI Act (Regulation (EU) 2024/1689):

• Article 11: Technical Documentation
• Annex IV: Technical Documentation Contents
• Article 18: Record-Keeping Obligations (documentation retention, at disposal of authorities)
• Article 21: Cooperation with Competent Authorities (provide documentation upon reasoned request)

ISO/IEC Standards:

• ISO/IEC 42001:2023: Information technology — Artificial intelligence — Management system
• ISO/IEC 23894:2023: Information technology — Artificial intelligence — Guidance on risk management

Internal Documents:

• POL-AI-001: Artificial Intelligence Policy (parent policy)
• STD-AI-001: AI System Classification Standard
• STD-AI-002: AI Risk Management Standard
• STD-AI-003: AI Data Governance Standard
• PROC-AI-DOC-001, -002, -003: Documentation procedures

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APPROVAL AND AUTHORIZATION

Role	Name	Title	Signature	Date
Prepared By	David Lee	Chief Technology Officer	_________________	________
Reviewed By	Michael Brown	Chief Legal Officer	_________________	________
Reviewed By	Sarah Johnson	AI Act Program Manager	_________________	________
Reviewed By	Jane Doe	Chief Strategy & Risk Officer	_________________	________
Approved By	Jane Doe	AI Governance Committee Chair	_________________	________

Effective Date: 2025-08-01
Next Review Date: 2026-08-01
Review Frequency: Annually or upon regulatory change

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END OF STANDARD STD-AI-004

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This standard is a living document. Feedback and improvement suggestions should be directed to the Chief Technology Officer.