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S05-CON-010 · Draft · Imported initial source

AI Agent Architecture

Registered agents, permissions and audit

Table of contents

1. Document opening 2. PART I — Foundations, Scope & Phased Autonomy Strategy 3. 2. Scope 4. 3. System05 AI Philosophy 5. 4. AI-Assisted Engineering 6. 5. Autonomous Agent Definition 7. 6. Distinction Between AI Tools, AI Agents and the Engineering Compiler 8. 7. Initial Implementation Non-Dependency Principle 9. 8. Operations-First AI Strategy 10. 9. Phased Autonomy Model 11. 10. Human Authority and Accountability 12. 11. Non-Delegable Engineering Decisions 13. 12. Safety, Trust and Conservative Action 14. 13. Lifecycle AI Vision 15. 14. Future-Readiness Requirements 16. PART II — Core AI Agent Architecture 17. 16. Agent Types and Roles 18. 17. Agent Identity 19. 18. Agent Manifest 20. 19. Agent Capability Model 21. 20. Agent Permission and Authority Model 22. 21. Agent Registry and Discovery 23. 22. Agent Lifecycle 24. 23. Agent Runtime States 25. 24. Agent Context Architecture 26. 25. Agent Memory Architecture 27. 26. Knowledge and Retrieval Architecture 28. 27. Perception and Input Processing 29. 28. Reasoning, Planning and Recommendation 30. 29. Action and Tool-Use Architecture 31. 30. Agent Communication, Coordination and Deployment Topology 32. PART III — Building Operations AI Agent 33. 32. Building AI Clone Model 34. 33. Operational Scope and Boundaries 35. 34. Agent Activation and Commissioning 36. 35. Building and Occupant Onboarding 37. 36. Operational Baseline Establishment 38. 37. Continuous Building Condition Monitoring 39. 38. Sensor Data Interpretation and Fusion 40. 39. Anomaly Detection 41. 40. Fault Diagnosis and Root-Cause Analysis 42. 41. Node, Cartridge and Interface Health Monitoring 43. 42. Structural Condition Awareness 44. 43. Building Envelope and Moisture Monitoring 45. 44. Mechanical and HVAC Operations 46. 45. Electrical System Operations 47. 46. Plumbing, Water and Leak Management 48. 47. Indoor Environmental Quality 49. 48. Energy Management and Optimization 50. 49. Occupant Comfort, Accessibility and Preference Management 51. 50. Occupant Interaction and Natural-Language Interface 52. 51. Alerts, Notifications and Escalation 53. 52. Routine Operations and Building Automation 54. 53. Inspection Planning 55. 54. Preventive and Predictive Maintenance 56. 55. Service Request and Contractor Coordination 57. 56. Asset, Spare-Part and Warranty Management 58. 57. Component Replacement and Upgrade Support 59. 58. Configuration Impact Awareness 60. 59. Safety, Physical Security and Life-Safety Coordination 61. 60. Emergency and Recovery Assistance 62. 61. Manual, Degraded and Offline Operation 63. PART IV — Building BIOS, Digital Twin & Data Integration 64. 63. Digital Twin Integration 65. 64. BDL and Engineering Compiler Integration 66. 65. Canonical Operational State 67. 66. Operational Events and State Transitions 68. 67. Sensor Evidence and Data Quality 69. 68. Uncertainty and Confidence Management 70. 69. Time Synchronization and State Estimation 71. 70. Command, Action and Feedback Model 72. 71. Configuration Conflict and State Reconciliation 73. 72. Operational History and Data Provenance 74. 73. Recompilation and Engineering Change Triggers 75. 74. APIs and External System Integration 76. 75. Data Ownership, Portability and Interoperability 77. PART V — Authority, Safety, Security, Privacy & Trust 78. 77. Advisory, Supervisory and Autonomous Modes 79. 78. Human-in-the-Loop Requirements 80. 79. Approval Gates and Separation of Duties 81. 80. Human Override, Emergency Stop and Manual Control 82. 81. Agent Safety Envelope and Forbidden Actions 83. 82. Independence of Safety-Critical Controls 84. 83. Fail-Safe Behavior and Graceful Degradation 85. 84. Emergency Authority and Escalation 86. 85. Agent Identity, Authentication and Access Control 87. 86. Cybersecurity Architecture 88. 87. Malicious Input and Prompt-Injection Protection 89. 88. Agent Sandboxing and Tool Isolation 90. 89. Privacy and Occupant Consent 91. 90. Surveillance Boundaries and Sensitive Data 92. 91. Explainability and Decision Records 93. 92. Audit Logging and Traceability 94. 93. Secure Updates and Signed Configurations 95. 94. Accountability, Liability and Professional Boundaries 96. 95. Ethics, Fairness and Regulatory Compliance 97. 96. Security Incident Response and Recovery 98. PART VI — Future Engineering, Construction & Robotic Agents 99. 98. Architecture Readiness Without Early Dependency 100. 99. Engineering Assistance Agent 101. PART VII — Development, Verification, Certification & Governance 102. PART VIII — Implementation, Adoption & Evolution

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Chapter 10 — AI Agent Architecture & Phased Autonomy

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ARCHE-AI-009

Source ID

S05-CON-010

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Draft

Version

v0.1

Words

23,946

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3,762

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Human review required

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S05-CON-010_AI_Agent_Architecture_and_Phased_Autonomy_Draft_v0.1..docx

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ac5c5a8dd78ff8e2…

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