All images processed through the Sohera Group platform are "Virtually Staged" using generative artificial intelligence. These enhancements are for aesthetic visualization purposes only and are intended to represent the potential of a space, not its current physical state. Sohera Group does not digitally repair structural defects, omit permanent fixtures, or modify material facts that would impact a property’s valuation or safety.

While Sohera Group strives for visual accuracy, these renderings are mathematical approximations. Prospective buyers are hereby advised to conduct a physical inspection of the property to verify all dimensions, fixtures, and conditions. Sohera Group LLC, its founders, and its affiliates expressly disclaim any liability for decisions made based solely on virtually staged assets. The "Original Asset" remains the legal benchmark for the physical condition of the property.

In compliance with California state law, all Sohera Group outputs contain embedded C2PA metadata and manifest watermarking identifying the content as "AI-Generated." Use of this website may involve interaction with automated AI systems (the "Sohera Core"). By using this platform, you acknowledge that you are interacting with a non-human interface and that all generated media must be disclosed as "Virtually Staged" in any public real estate listing or advertisement.