AI Design Patterns

MOD-044

Human Review and Approval

Require an accountable person with relevant expertise and authority to inspect, correct, interpret, approve, reject, or escalate an output or action.

Canonical module

Capability contract

Require an accountable person with relevant expertise and authority to inspect, correct, interpret, approve, reject, or escalate an output or action.

Focused components

Used by patterns

Associated pattern workflows

This reusable capability appears in the canonical workflows below. The diagrams show each complete pattern context; they are not separate module diagrams.

DP-001 — Scholarly Book Development
DP-001 | Scholarly Book Portrait workflow diagram for Creating a Scholarly Book DP-001 | Scholarly Book
Canonical workflow · DP-001Scholarly Book Development
DP-002 — Meeting Capture and Action Recording
DP-002 | Meeting Capture Portrait workflow diagram for Capturing Things in a Meeting DP-002 | Meeting Capture
Canonical workflow · DP-002Meeting Capture and Action Recording
DP-003 — Note Organisation and Retrieval
DP-003 | Note Organisation Portrait workflow diagram for Organising Notes DP-003 | Note Organisation
Canonical workflow · DP-003Note Organisation and Retrieval
DP-004 — Research Project Website
DP-004 | Research Website Portrait workflow diagram for Website to Support a Research Project DP-004 | Research Website
Canonical workflow · DP-004Research Project Website
DP-005 — Persistent Project Management
DP-005 | Project Management Portrait workflow diagram for Persistent Project Management DP-005 | Project Management
Canonical workflow · DP-005Persistent Project Management
DP-006 — Reference Discovery and Citation Management
DP-006 | Reference Editing Portrait workflow diagram for Reference Finding and Editing DP-006 | Reference Editing
Canonical workflow · DP-006Reference Discovery and Citation Management
DP-007 — Working with Dense Policy and Legal Documents
DP-007 | Policy Documents Portrait workflow diagram for Working with Dense Policy and Legal Documents DP-007 | Policy Documents
Canonical workflow · DP-007Working with Dense Policy and Legal Documents
DP-008 — Making Specialist Language Clear
DP-008 | Jargon Clarity Portrait workflow diagram for Overcoming Jargon DP-008 | Jargon Clarity
Canonical workflow · DP-008Making Specialist Language Clear
DP-009 — Publication Venue Selection
DP-009 | Publication Venue Portrait workflow diagram for Finding Where to Publish DP-009 | Publication Venue
Canonical workflow · DP-009Publication Venue Selection
DP-010 — Finding What to Read Next
DP-010 | Reading Discovery Portrait workflow diagram for Finding What to Read Next DP-010 | Reading Discovery
Canonical workflow · DP-010Finding What to Read Next
DP-011 — Research Problem and Gap Discovery
DP-011 | Gap Hunter Portrait workflow diagram for Research Problem / Gap Hunter DP-011 | Gap Hunter
Canonical workflow · DP-011Research Problem and Gap Discovery
DP-012 — GenAI Scaffolding for Criterion-Referenced Assessment Design
DP-012 | Assessment Scaffolding Portrait workflow diagram for GPT Based Scaffolding for Criterion Referenced Assessment Design DP-012 | Assessment Scaffolding
Canonical workflow · DP-012GenAI Scaffolding for Criterion-Referenced Assessment Design
DP-013 — Socratic Dialogue
DP-013 | Socratic Dialogue Portrait workflow diagram for Socratic Dialogue DP-013 | Socratic Dialogue
Canonical workflow · DP-013Socratic Dialogue
DP-014 — Assumption Externalisation and Challenge
DP-014 | Assumption Testing Portrait workflow diagram for Challenging and Identifying Own Assumptions DP-014 | Assumption Testing
Canonical workflow · DP-014Assumption Externalisation and Challenge
DP-015 — Creative Class Activity Design
DP-015 | Learning Activities Portrait workflow diagram for Creative Class Activities and Novel Learning Experimentation DP-015 | Learning Activities
Canonical workflow · DP-015Creative Class Activity Design
DP-016 — On-the-Fly Explanation
DP-016 | Rapid Explanation Portrait workflow diagram for On the Fly Explanation Tool DP-016 | Rapid Explanation
Canonical workflow · DP-016On-the-Fly Explanation
DP-017 — Feedback Draft Assistant
DP-017 | Feedback Drafting Portrait workflow diagram for Feedback Draft Assistant DP-017 | Feedback Drafting
Canonical workflow · DP-017Feedback Draft Assistant
DP-018 — Comment Bank Enhancer
DP-018 | Comment Bank Portrait workflow diagram for Comment Bank Enhancer DP-018 | Comment Bank
Canonical workflow · DP-018Comment Bank Enhancer
DP-019 — Persistent Project Memory
DP-019 | Project Memory Portrait workflow diagram for Persistent Project Memory DP-019 | Project Memory
Canonical workflow · DP-019Persistent Project Memory
DP-020 — GenAI Critical Friend for Emerging Ideas
DP-020 | Critical Friend Portrait workflow diagram for AI as a Critical Friend for Half-Formed Ideas DP-020 | Critical Friend
Canonical workflow · DP-020GenAI Critical Friend for Emerging Ideas
DP-021 — Simulated Multi-Perspective Deliberation
DP-021 | Expert Dialogue Portrait workflow diagram for Fantasy Dinner Party of Experts DP-021 | Expert Dialogue
Canonical workflow · DP-021Simulated Multi-Perspective Deliberation
DP-022 — Iterative Scholarly Writing Partner
DP-022 | Scholarly Writing Portrait workflow diagram for Iterative Scholarly Writing Partner DP-022 | Scholarly Writing
Canonical workflow · DP-022Iterative Scholarly Writing Partner
DP-023 — Dialogic Cognitive Scaffolding
DP-023 | Cognitive Scaffolding Portrait workflow diagram for Dialogic Cognitive Scaffolding DP-023 | Cognitive Scaffolding
Canonical workflow · DP-023Dialogic Cognitive Scaffolding
DP-024 — Project Scaffolding for Cognitive Compensation
DP-024 | Project Scaffolding Portrait workflow diagram for Project Scaffolding for Cognitive Compensation DP-024 | Project Scaffolding
Canonical workflow · DP-024Project Scaffolding for Cognitive Compensation
DP-025 — Speculative Scenario Exploration
DP-025 | Scenario Exploration Portrait workflow diagram for Speculative Scenario Exploration DP-025 | Scenario Exploration
Canonical workflow · DP-025Speculative Scenario Exploration
DP-026 — Persona-Fiction Prototyping
DP-026 | Persona Prototyping Portrait workflow diagram for Persona-Fiction Prototyping DP-026 | Persona Prototyping
Canonical workflow · DP-026Persona-Fiction Prototyping
DP-027 — Generative Moodboarding
DP-027 | Generative Moodboard Portrait workflow diagram for Generative Moodboarding DP-027 | Generative Moodboard
Canonical workflow · DP-027Generative Moodboarding
DP-028 — Persona-Based Artefact Design
DP-028 | Persona Design Portrait workflow diagram for Persona-Based Artefact Design DP-028 | Persona Design
Canonical workflow · DP-028Persona-Based Artefact Design
DP-029 — Delegated Batch Scripting
DP-029 | Batch Scripting Portrait workflow diagram for Delegated Batch Scripting DP-029 | Batch Scripting
Canonical workflow · DP-029Delegated Batch Scripting
DP-030 — Conversational Coding Partner
DP-030 | Coding Partner Portrait workflow diagram for Conversational Coding Partner DP-030 | Coding Partner
Canonical workflow · DP-030Conversational Coding Partner
DP-031 — Visual Pipeline Prototyping
DP-031 | Visual Pipeline Portrait workflow diagram for Visual Pipeline Prototyping DP-031 | Visual Pipeline
Canonical workflow · DP-031Visual Pipeline Prototyping
DP-032 — Research Publication Workflow Planning
DP-032 | Publication Workflow Portrait workflow diagram for Research Publication Workflow Planning DP-032 | Publication Workflow
Canonical workflow · DP-032Research Publication Workflow Planning
DP-033 — Academic Style Alignment
DP-033 | Style Alignment Portrait workflow diagram for Academic Style Alignment DP-033 | Style Alignment
Canonical workflow · DP-033Academic Style Alignment
DP-034 — Curriculum-Grounded Teaching Design Assistant
DP-034 | Teaching Design Portrait workflow diagram for Curriculum-Grounded Teaching Design Assistant DP-034 | Teaching Design
Canonical workflow · DP-034Curriculum-Grounded Teaching Design Assistant
DP-035 — Graduate Employability Attribute Alignment
DP-035 | Employability Alignment Portrait workflow diagram for Graduate Employability Attribute Alignment DP-035 | Employability Alignment
Canonical workflow · DP-035Graduate Employability Attribute Alignment
DP-036 — Lesson Plan Development
DP-036 | Lesson Planning Portrait workflow diagram for Lesson Plan Development DP-036 | Lesson Planning
Canonical workflow · DP-036Lesson Plan Development
DP-037 — Teaching Slide Development
DP-037 | Slide Development Portrait workflow diagram for Teaching Slide Development DP-037 | Slide Development
Canonical workflow · DP-037Teaching Slide Development
DP-038 — In-Class Question Bank
DP-038 | Question Bank Portrait workflow diagram for In-Class Question Bank DP-038 | Question Bank
Canonical workflow · DP-038In-Class Question Bank
DP-039 — Industry-Authentic Assessment Reframing
DP-039 | Assessment Reframing Portrait workflow diagram for Industry-Authentic Assessment Reframing DP-039 | Assessment Reframing
Canonical workflow · DP-039Industry-Authentic Assessment Reframing
DP-040 — Academic Integrity Stress-Test
DP-040 | Integrity Testing Portrait workflow diagram for Academic Integrity Stress-Test DP-040 | Integrity Testing
Canonical workflow · DP-040Academic Integrity Stress-Test
DP-041 — Assessment Moderation Synthesis
DP-041 | Moderation Synthesis Portrait workflow diagram for Assessment Moderation Synthesis DP-041 | Moderation Synthesis
Canonical workflow · DP-041Assessment Moderation Synthesis
DP-042 — Criteria-Aligned Exemplar Development
DP-042 | Exemplar Development Portrait workflow diagram for Criteria-Aligned Exemplar Development DP-042 | Exemplar Development
Canonical workflow · DP-042Criteria-Aligned Exemplar Development