If Photoshop refuses to load your custom panels, Adobe Bridge is often a more robust tool for managing complex metadata. It rarely suffers from the same "STI" panel errors and allows for batch editing of XMP data across different file types. A Note on Hardware XMP

: Custom panels can be tailored to meet unique organizational needs, such as tracking specific project IDs or scientific classifications.