Under the Hood
Built API-first for maximum flexibility and integration.
API-First Architecture
Every feature in Privaulta is accessible via REST API. This isn't a bolted-on afterthought—it's the foundation.
- Full OpenAPI documentation
- Integrate with existing workflows and systems
- Build custom interfaces for specific practice areas
- Automate document ingestion pipelines
Graph + Vector Hybrid Search
Privaulta combines two complementary approaches to understanding your documents:
- Vector search: Semantic similarity—find documents that mean the same thing, even with different words
- Graph search: Relationship reasoning—traverse connections between entities, concepts, and documents
- Multi-hop queries: Answer questions that require connecting information across multiple sources
Your Infrastructure, Your Control
Privaulta runs entirely within your environment. Nothing leaves your building.
- No API calls to external AI services
- No cloud dependencies for core functionality
- You own the hardware, the data, and the model
- Air-gapped deployment available for high-security environments
Full Audit Trail
Complete transparency for compliance and governance:
- Every query logged with timestamp and user
- Every answer attributed to specific source documents
- Relevance scores for each citation
- Export-ready for compliance reviews
Questions about technical implementation?
Schedule a Technical Discussion