Build a presentation through outline, research, and review stages
Turn an analytical document into a coherent deck by separating story design, missing-evidence research, assembly, and quality review.
How this works
Turn an analytical document into a coherent deck by separating story design, missing-evidence research, assembly, and quality review. Use this when an analytical document needs to become a coherent presentation and its argument contains evidence gaps. Separating outline, research, assembly and review prevents attractive slides from concealing unsupported claims.
Extract the document's argument, design a decision-oriented outline, research only the missing material and maintain provenance. Build slides from the reviewed outline, then inspect both factual accuracy and rendered presentation quality. Keep added evidence distinguishable from the original author's statements.
Before you start
Source document
Obtain the intended version and its supporting references.
Presentation brief
Confirm audience, purpose, length and decision sought.
Research scope
Define which evidence gaps may be investigated and permitted sources.
Prepare the inputs
- document
- Required
text, tables and source references
Preserve uncertainty and original claim context.
- audience_goal
- Required
decision, knowledge level and format
Avoid adding an unrelated sales narrative.
- evidence_gaps
- Required
questions requiring support
Prioritize gaps that affect the main argument.
- design_constraints
- Required
template, aspect ratio and delivery format
Use available presentation tooling or a structured outline fallback.
Implementation, step by step
Extract the argument
- Identify the main claim, supporting evidence and limitations.
- Separate facts, interpretation and recommendations.
Checkpoint: An argument map preserves the document's meaning.
Design the outline
- Create a logical sequence of questions and answers for the audience.
- Assign one clear purpose to each slide and flag unsupported transitions.
Checkpoint: The outline is reviewable before design.
Research the gaps
- Find primary evidence for the selected missing claims.
- Record source, date and applicability; do not force sources to support the preferred story.
Checkpoint: The evidence ledger resolves or preserves each gap.
Assemble the deck
- Build slides and charts from the reviewed outline and verified figures.
- Keep source notes and uncertainty visible where needed.
Checkpoint: A complete draft exists.
Review the rendered result
- Check claims, arithmetic, narrative continuity and visual legibility.
- Inspect exported slides for clipping and missing content before handoff.
Checkpoint: The deck is ready for owner review.
Decisions along the way
Research contradicts the original argument
Revise the outline or show the disagreement rather than hide it.
Evidence remains unavailable
Narrow or qualify the claim.
Requested length is too short for the evidence
Move detail to notes or an appendix without dropping material caveats.
What you will produce
researched-presentation.pptx
PresentationA coherent deck based on reviewed evidence.
Include: argument · slides · charts · notes · limitations
presentation-evidence.csv
CSVA traceability ledger for original and added material.
Include: slide · claim · source · applicability · status
Check the result
- Trace every material claim to the source document or research ledger.
- Recalculate chart values and units.
- Inspect the actual rendered slides for readability.
- Confirm uncertainty did not disappear during summarization.
When something goes wrong
Source document has unreadable tables
Obtain a better export before charting.
Research source is secondary or unsupported
Find primary evidence or label the limitation.
Export corrupts layout
Repair affected slides and inspect the final artifact again.
A worked example
SYNTHETIC EXAMPLE · NOT A REPORTED BUSINESS RESULT
Request
Synthetic: turn a process review into six slides.
Inputs
The document reports 20 observed handoffs and hypothesizes that a shared checklist will reduce delays; no test of the checklist exists.
Expected result
Synthetic result: present the observed handoff issues, label the checklist as a proposed intervention and include a pilot slide. Do not portray the proposal as a measured improvement.
Run a small pilot
Start small
Produce one deck from a bounded analytical document.
Record the baseline
Record review rounds and evidence gaps found.
Agree success criteria
Agree factual integrity and audience clarity before repeating the pipeline.
Stop or revise
Stop distribution if a headline claim lacks support or the exported artifact is unreadable.
Keep the scope clear
- Research and slide design cannot convert hypotheses into verified outcomes.
- Preparing the deck does not authorize publication or external distribution.
Check before using
The workflow is reported as a participant-built pipeline without a full implementation demonstration. Check added evidence and ensure the outline does not turn uncertainty into confident claims.
Business activities
- Create and publish content
- Coordinate meetings and follow-ups
FROM A RECIPE TO YOUR WORKFLOW
Bring the company context together.
This workflow needs reliable inputs before it needs a better prompt. Moat8 Vault brings working information into a readable archive for the AI tools you use.
For this recipe: Analytical document · Intended audience and decision · Permitted research sources
Start with one recurring task, agree which sources to use, and review the first result with your team.
Discuss this workflow