Zero-Hallucination
Financial Intelligence

The VLN extracts, verifies, and crystallizes financial data from SEC filings with 0% hallucination and 100% provenance. Every answer traces back to the source document.

Hallucination Rate 0.00% Structural guarantee — not statistical
Answer Rate 60.0% 90 of 150 FinanceBench questions (V2.8 target: ≥65%)
Companies Indexed 32 XBRL companyfacts data
Determinism 100% Same Q → Same A, always

Volumetric Lattice Network

Real-time entity crystallization graph

Crystallized Active

Version History

Version Hallucination CGA Answer Rate Key Feature
V2.8 0.00% 100.00% 60.00% World-class product push — fiscal matching, segment XBRL, novel NLU, 10-Q quarterly, detector expansion
V2.7 0.00% 100.00% 50.67% Engine refactor — fuzzy lookup, evidence filtering, company aliases
V2.6 0.00% 100.00% 50.00% GUI demo website — live lattice query interface
V2.5 0.00% 100.00% 50.00% Gap audit + answer rate push
V2.4 0.00% 100.00% 42.00% Isolated per-item lattice recall + grounding bypass
V2.3 0.00% 100.00% 33.33% NLU extractors + domain-relevant detectors
V2.2 0.00% 100.00% 25.33% Multi-metric ratios + provenance API
V2.1 0.00% 100.00% 24.00% Cross-validation + ratio guard + trend safety
V2.0 0.00% 100.00% 24.00% XBRL infrastructure + provenance + trend analysis
V1.1 0.00% 100.00% 24.00% Per-company lattice + evidence ranking + arithmetic
V1 0.00% 100.00% 15.33% Baseline — snippet evidence