SAI 2’s strengths reveal a clear trade-off: it’s not ideal for workflow-heavy tasks that require advanced photo-editing, non-destructive adjustments at scale, or enterprise-level asset management. It doesn’t try to replace multipurpose apps; it complements them. The best use-case is as a painter’s primary canvas for concepting, illustration, and character work — a place to iterate rapidly before exporting to a heavier compositing or finishing tool if needed.