trusted

trusted ads backed by c2pa

Trust is at the core of Mosaic’s design. We actively extract user feedback and invite users to share their sentiment, creating a transparent loop that improves every recommendation. This process allows the user to train our advice engine directly, establishing an ongoing relationship that encourages utilization and builds confidence in the advice they receive.

Mosaic also ensures that participation is consensual and safe. Users are opted into the process and become part of shaping their experience, while Mosaic never extracts or stores personally identifiable information. This commitment to privacy respects the integrity of the interaction and keeps the exchange focused solely on intent and context rather than intrusive data collection.

To further reinforce credibility, Mosaic is a proud member of C2PA, the leading standard for content authenticity. Every visual and video asset processed through our system is verified for provenance, giving users clarity and assurance that what they see is authentic. By embedding trust into every layer of our ecosystem, Mosaic ensures that predictive advice is not only effective but also reliable, transparent, and respectful of the user.