Products
Two products. Proven retrieval discipline.
Disvania makes focused products for document intelligence with the retrieval, ranking, and evaluation rigor that production systems require.
Disvania Legal
Turn complex document collections into searchable intelligence.
Conversational search across case files, contracts, and research — with every answer traced to its source document and paragraph.
- Conversational search across legal, medical, and case document collections
- Citation-aware answers grounded in source material
- Cross-document discovery and chronology extraction
- Source navigation with links back to original documents
- Fact discovery for complex investigations and case preparation
Disvania Knowledge
A knowledge layer your teams actually use.
Natural-language access to policies, research, and institutional knowledge — with permission-aware search that respects existing governance.
- Natural-language search over policies, research, and internal knowledge
- Permission-aware access aligned with existing governance
- Grounded answers linked directly to source paragraphs
- Connectors for SharePoint, Confluence, Google Drive, and custom repositories
- Feedback loops that improve retrieval quality over time
Relevant experience
Large-scale search systems, built in the real world.
We built semantic search and ranking systems for recruiting workflows at multi-million-profile scale. That work sharpened how we think about retrieval, relevance, and evaluation.
Scale
2M+ candidate profiles indexed with incremental refresh and search relevance tuning.
Retrieval design
Hybrid search, ranking calibration, and query understanding shaped by production usage.
Why it matters here
The lessons from large-scale search carry directly into Disvania Legal and Disvania Knowledge: better retrieval, better ranking, and answers users can trust.
Shared foundation
Built on the Disvania platform
The product suite shares a common retrieval engine, handling document parsing, indexing, hybrid search, citation mapping, and evaluation so each product can focus on its domain.
Retrieval engine
Hybrid search with dense and sparse indexes.
Citation mapping
Every answer traces back to its source.
Evaluation framework
Built-in quality metrics and feedback loops.
Platform
See what powers the products
The product suite is built on a common retrieval platform designed for document complexity, scale, and operational reliability.