Use the speaker's approved biography and current appearance as the factual base. A neutral portrait can support an event listing. A generated stage, audience or conference badge can accidentally imply an appearance or credential that never occurred.
Separate biography facts from image direction
Confirm the published name, role and event participation with the organizer. These facts belong in proofread text, not inferred from a suit or a microphone. Request an authorized current photo and note the organizer's crop and background requirements.
In Imagild's Skill Market, choose an available professional portrait style if appropriate. Do not assume a style called professional establishes expertise, employment or event attendance. It describes an appearance, not a verified qualification.
Keep the setting appropriately neutral
A fictional workshop facilitator needs an image for a timetable. A restrained background, ordinary clothing and a recognizable expression are sufficient. Generating a packed auditorium adds an unsupported claim without making the speaker easier to identify.
Review likeness, clothing and props. Exact badges and company marks should be supplied and checked separately if required. If the image materially changes the source, disclose that it is an AI-assisted or generated portrait according to the context and organizer's rules.
Prepare the organizer's crop
Check both the full image and the actual timetable crop. Leave room around the face rather than relying on a layout system to avoid clipping hair. Provide the portrait and biography as separate assets so an organizer can revise wording without altering the image.
Ask the speaker to approve the final crop. Record whether it is a current photograph, edited photograph or generated portrait. Keep this note with the delivery file; otherwise a future organizer may describe the image incorrectly when reusing it.