Best for
- Starting a new deliverable (slide deck, monograph, manuscript, training material) and establishing structure before writing
- Translating a briefing document or messaging framework into a content plan
- Organising multiple source documents into a coherent narrative
- Preparing an outline for client or internal review before committing to a full draft
Inputs
- Key messages or messaging framework (ideally from the Extract key messages workflow)
- Source materials (papers, data packages, briefing documents)
- Deliverable specifications: format, audience, channel, and length requirements
- Any existing templates or structural requirements for the deliverable type
- Client or internal briefing document (if available)
Steps
Clarify deliverable requirements
Confirm the format, audience, purpose, and any structural constraints before generating an outline. If the deliverable has a mandated template (e.g., CSR, regulatory submission), use that directly instead of this workflow.
Gather inputs
Assemble key messages, source materials, and any approved messaging framework. If you have not yet extracted key messages, complete the Extract Key Messages workflow first.
Provide inputs to the AI
Include the key messages, audience specification, format requirements, and approximate scope. The more context you provide, the more relevant the structure.
Generate a draft outline
Use the prompt pattern below. Consider requesting two structural options (e.g., disease-first vs. product-first) so the team can compare approaches.
Review structure and flow
Assess whether the outline matches the deliverable type and narrative strategy. A slide deck for an advisory board needs a different architecture than a monograph. Read the outline as a narrative sequence and check that the audience can follow it without backtracking.
Refine and annotate
Adjust section order, add or remove sections, and annotate with specific content notes or source references. Match section count to the deliverable scope — a 10-slide deck needs 5–7 content sections, not 15.
Output
A structured outline with 5–12 main sections (depending on deliverable type), each with clear headings, a one-sentence content description, mapped key messages, and approximate length guidance. The outline follows a logical narrative progression and includes a defined safety/tolerability section. Any sections with insufficient source evidence are flagged.Prompt pattern
Why this works
AI generates a logical structure and organises multiple key messages into a coherent sequence in minutes, producing a working framework the writer can evaluate and reshape. The human writer then applies the strategic and editorial judgement (narrative approach, audience-appropriate depth, source allocation, and alignment with the broader communications plan) that turns a generic structure into a fit-for-purpose outline.Common mistakes
Generic textbook structure
Generic textbook structure
AI defaults to “Background - Methods - Results - Conclusions” when the deliverable needs a story-led flow (unmet need - evidence - clinical impact). Assess whether the structure matches the deliverable type and narrative strategy before accepting it.
Missing required sections
Missing required sections
The outline omits a safety section or skips a competitive context section that the brief requires. Cross-check every requirement in the project brief against the outline and verify all key messages are allocated to at least one section.
Illogical narrative flow
Illogical narrative flow
Evidence sections appear before clinical context is established, or the mechanism section follows efficacy data instead of preceding it. Read the outline as a sequence and ask: would the audience follow this without backtracking?
Over-structured output
Over-structured output
AI generates 15 subsections for a 10-slide deck. Match section count to deliverable scope. If it does not translate to the final format, it is not a useful outline.
Unallocated key messages
Unallocated key messages
Key messages from the brief or messaging framework are missing from the outline entirely. Check that every message is mapped to at least one section before signing off.
Tool stack
Alternatives: Gamma for presentation-specific outlines and slide structuring. Napkin for visual concept mapping during early planning.
Review checklist
Human review checklist
Human review checklist
- Every key message from the brief or messaging framework is allocated to at least one section
- No key messages are duplicated across multiple sections without purpose
- The narrative arc makes sense for the target audience (e.g., disease burden → unmet need → evidence → clinical implications for an HCP audience)
- The structure matches the deliverable format (e.g., slide count for a deck, page allocation for a monograph, module structure for a website)
- Safety and tolerability have a defined section — not appended as an afterthought
- No sections exist purely as structural filler (e.g., a “Background” section with no defined content scope)
- The outline is consistent with the project brief, brand guidelines, and any communications strategy
- Section lengths are realistic: a 3-slide section in a 10-slide deck should not contain 5 key messages
- Source materials are sufficient to populate each section; flag any section where evidence gaps exist
Next steps: From your outline, proceed to Write a Manuscript, Draft a Regulatory Document, Create a Medical Slide Deck, or Adapt for Different Audiences. Run the completed deliverable through Final Human Review.
Last reviewed: 15 April 2026