About
A role-aware AI assistant that answers only from authorized data, and cites its sources. MindVault is a product developed by BRACKETS to solve the challenge of grounding AI answers in a company's own data, scoping them by project and permission, and citing sources.
Challenge, approach, and impact
Grounding AI in private data
A challenge addressed by ensuring that answers are strictly grounded in the company's own knowledge, tied to real sources, and not based on generic AI model training.
Answers bounded by permission
A challenge addressed by building access control into the AI assistant to provide answers based on the user's authorization to view specific data, ensuring that each user receives relevant and permitted information.
Provenance people can check
A challenge addressed by making sure that every AI assistant response includes the source of information, allowing users to verify the credibility of the answers quickly and trust the AI assistant over company knowledge.
Scoped, not a flat blob
A challenge addressed by structuring company knowledge into projects and typed memories to keep retrieval relevant and scoped, enabling the system to serve different teams, ventures, and contexts without mixing their data.
How we built
Testimonials
Samuel Trstensky, Solution Architect and Engineering Lead @ BRACKETS
BRACKETS
“Samuel Trstensky, as the Solution Architect and Engineering Lead at BRACKETS, highlights the innovative approach of MindVault in grounding AI answers in a company's own data, ensuring permission-based access, and citing sources. The product's design and development have successfully addressed key challenges in AI assistance.“
Team structure
Client team
Pavol Perdik
CEO
Project stakeholder
The client stakeholders at BRACKETS were working closely with the team at BRACKETS
Agency team
1 x AI Engineer & Tech Lead
Production
1 x Backend Developer
Production
