Keep fixed architecture visible
Use a straight, well-lit photo that shows the facade, roofline, openings, and surrounding context. Decide which architectural elements must stay unchanged.
Explore finishes before committing
Compare paint, cladding, trim, doors, lighting, balcony, and terrace directions as separate decisions so the concept remains actionable.
Verify codes and buildability
AI concepts may ignore drainage, structure, weather exposure, boundaries, or local approvals. Confirm every exterior change with qualified local professionals.