# Create an AI Explanatory Diagram from Approved Text

> Choose a diagram that preserves the relationships in approved text, then inspect labels, arrows and the exported visual before reuse.

Choose a diagram that preserves the relationships in approved text, then inspect labels, arrows and the exported visual before reuse.

A useful explanatory diagram preserves the meaning of an approved paragraph. It can simplify reading, but its labels and visual relationships must remain faithful to the source. The review task is to check what the visual says through arrangement, arrows, quantities and omissions, including what a reader might infer without reading its caption.

Work on one bounded explanation at a time. This is different from planning a complete presentation or documenting software architecture. A paragraph about a service does not establish component topology, and a good-looking sequence does not prove that the source described a process. Name the relationship you need to communicate before asking a tool to choose a layout.

## Freeze the source paragraph

Record the paragraph text, version, owner, intended audience and delivery context. Mark exact phrases that must survive, plus qualifications or unresolved points. If the source is still disputed, resolve it with its owner or retain the uncertainty explicitly. Do not use diagram generation as a way to decide which interpretation is correct.

Choose the communication question: “What are the two options?” differs from “What happens next?” and “What belongs under this topic?” The first suggests comparison, the second sequence, and the third hierarchy. If the material needs a broader conceptual overview before one explanation can be selected, use the [source-grounded mind map workflow](/guides/workflow/source-grounded-ai-mind-map).

Make a label and relationship table. Give each displayed element an ID, approved text, source phrase and role. For every proposed connector, name its meaning and source support. A line can indicate sequence, assistance, membership or contrast; the meaning must not be left to whichever arrow style the generator prefers.

## Work through two refill options

This example is fictional. The approved refill-station paragraph reads:

> Visitors may bring their own container or borrow a station container at the desk. Either option uses the refill dispenser. After filling, return to the desk for a refill label. The brief does not provide usage shares or say that visitors repeat this activity.

The audience needs to compare the two container options. The label table could be:

| ID | Label | Source support | Visual role |
| --- | --- | --- | --- |
| L1 | Bring your container | First sentence | Left option |
| L2 | Borrow a station container at the desk | First sentence | Right option |
| L3 | Use the refill dispenser | Second sentence | Shared instruction |
| L4 | Return to the desk for a refill label | Third sentence | Shared instruction |

Use two parallel columns for L1 and L2, followed by a shared instruction area containing L3 and L4. A short connector can indicate that both options lead to the same instructions, provided the caption explains it. Do not make the two columns different sizes in a way that suggests popularity or preference.

The word “return” describes a return to a location after filling. It does not establish a recurring cycle. A circular diagram would add a claim about repetition. Similarly, a percentage icon beside either option would suggest a measured share that the source does not supply. Reject both even if they make the illustration feel more polished.

## Generate a draft with constraints

[Napkin AI](https://www.napkin.ai/) describes turning text into editable visuals. The [Napkin AI profile](/tools/napkin-ai) offers a proposed one-diagram evaluation. [Miro's AI documentation](https://help.miro.com/hc/en-us/articles/28782102127890-Miro-AI-with-Diagrams-and-mindmaps) also describes editable diagrams; the [Miro profile](/tools/miro) covers a canvas review approach.

Supply the approved paragraph and label table, then ask for a comparison rather than a general “engaging infographic.” Keep the instruction concrete:

> Draft two equal option columns using L1 and L2, with shared L3 and L4 instructions below. Preserve the stated sequence within the shared instructions. Do not add recurrence, measured quantities, preference rankings or new steps. Keep a review copy of the IDs and identify any shortened wording.

This prompt does not guarantee fidelity. It makes the review criteria explicit. If the tool offers several layouts, judge each by those criteria before judging color or style. A simpler layout is preferable when a decorative convention carries an unintended meaning.

## Review the semantics before styling

Compare each label with the source phrase. “Borrow at the desk” should not become “free container” because cost was not stated. “Return for a refill label” should not become “return your container,” which changes the action. Have a reviewer describe the diagram in their own words, then compare that description with the approved paragraph.

Check connectors separately from labels. A draft can preserve every word while implying that the bring-container option requires borrowing first. Trace each route through the layout and record where a reader might misunderstand it. Repair the relation table or layout without rewriting the approved source to excuse the draft.

Keep a discrepancy log with element ID, observed implication, source support, proposed correction and owner decision. If a needed relationship is missing from the text, ask its owner to clarify it. Leave the visual incomplete or marked unresolved until that decision exists; do not invent a likely operational step.

## Inspect the delivered view

Export in the format available to the selected account and inspect the actual output at its intended delivery size. A canvas view is not the same as a diagram embedded in a narrow document column or a slide. Check that shared instructions remain associated with both options, captions are readable and connector labels have not been cropped or obscured.

Preserve a text equivalent containing the two options and shared instructions. Include the source version and an evidence note with the diagram, or in a clearly associated review record. This makes the explanation inspectable when the visual cannot be viewed and gives future editors a way to recover its intended meaning.

If the diagram will enter a deck, use the [report-to-presentation workflow](/guides/workflow/ai-presentation-from-report) to connect it to the audience’s decision and surrounding claims. The owner should approve the diagram version, source paragraph, export and remaining limitations together. That approval supports one explanation in its checked context; it does not certify the full deck or establish facts absent from the source.

## Sources and further reading

- [Napkin AI](https://www.napkin.ai/) — Napkin AI
- [Miro AI with Diagrams and mindmaps](https://help.miro.com/hc/en-us/articles/28782102127890-Miro-AI-with-Diagrams-and-mindmaps) — Miro

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_Source: https://agentscamp.com/guides/design/ai-explanatory-diagram-from-text — Guide on AgentsCamp._