After ServiceNow AI lens generates a business process map (BPM) diagram from an uploaded image, review the diagram and resolve any low-confidence shapes, and accept or discard it.
Before you begin
Note: Depending on your license, you will have access to certain application features, generative AI skills, agentic workflows, and AI agents. For more information, see
ServiceNow product tiers.
Procedure
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Navigate to .
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Open the Modeling page by selecting the Enterprise Modeling and Visualization icon (
).
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Open the BPM diagram that is in review state.
The canvas header displays an
AI converted diagram badge. The upper pane shows the generated diagram and the lower pane shows the uploaded source image. The
Accept and
Discard buttons are visible at the top right.

Note: The Share button, Show Version, and the more actions menu are hidden until the diagram is accepted.
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Verify that shapes, pools, lanes, and connections are correctly identified by comparing the generated diagram in the upper pane against the source image in the lower pane.
Check the following:
- Node accuracy: Confirm shape types and names match the source image. AI Lens extracts names from the image text.
- Events, gateways, and activities: Confirm that event, gateway, and activity shapes from the image are correctly represented with the corresponding shape types in the diagram.
- Edge accuracy: Confirm connections between shapes are correctly placed and that any labels on those connections are correctly captured.
- Pools and lanes: Confirm the number of pools and lanes in the diagram matches the source image.
- Grouping: Confirm shapes that were grouped in the source image are also grouped on the canvas. You can resize pools and lanes by dragging their borders.
- Generic rectangles: Shapes that AI Lens could not match to a known type in the shape library appear as generic rectangles. Identify the intended shape type and replace them using the Shape
Type drop-down in the Data panel.
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To replace a shape with a different type, select the shape on the canvas and then select the open the side panel icon (
).
The Data panel is diplayed.
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In the Shape Type field, open the drop-down and select the correct shape type from the list.
The shape updates to the selected type. All existing connections to the shape and their labels are retained.
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To update the ServiceNow® record a shape is linked to without changing its shape type, perform the following: select the shape to open its Data panel, then use Choose
Existing to link it to a different existing record, or Create new to stage a new record.
- Select the shape on the canvas and then select the open the side panel icon (
).
- Select Choose Existing to link it to a different existing record.
- Select Create new to link to an existing record.
This allows you to correct entity links independently of shape types.
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If the Shapes with low confidence scores drop-down is visible in the canvas banner, select it to view the list of shapes identified with a low confidence score.
Affected shapes are marked with an orange border on the canvas. Select each affected shape to open its Data panel, then take one of the following actions:
- Change the Shape Type in the Data panel to the correct type. The orange border is removed and the low-confidence count in the banner disappears.
- Select Accept to accept all AI-generated shapes as-is and clear all low-confidence indicators at once.
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Verify entity sync for shapes that represent records, by selecting each shape and checking the Data panel.
- Choose Existing: AI Lens found a matching record in the corresponding database table and linked the shape to it automatically.
- Create new: No matching record was found. A temporary record is staged for the shape and will be committed following the standard approval workflow for that table, provided you
have the appropriate permissions for that table.
Note: Users without access to create records in a given database table will not have new records committed for the corresponding shapes, even after accepting the diagram.
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When satisfied with the diagram, take one of the following actions:
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To accept the diagram, select Accept at the top right of the canvas.
The diagram transitions to draft state and the reference image pane closes. New records staged during diagram generation are committed following the standard approval workflow for the respective tables.
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To permanently delete the diagram, select Discard at the top right of the canvas. On the Discard Review dialog box, select Discard to confirm.
Important: Discarding an AI-generated diagram deletes the diagram, all associated versions, the artifact, and the uploaded image. You're returned to the diagrams list view. This action can't be
undone.
What to do next
After accepting, the diagram is in draft state and behaves as any other diagram in EA Workspace. The Share button, Show Version, and the more actions menu are restored. You can
share the diagram with other users, associate it with an architectural artifact, and continue editing it as needed.