AI Law framework proposed to process Camp Lejeune Justice Act claims at 3.2 minutes per file, reducing per-claimant cost from $3,500 to around $40

An architecture combining AI-119 Vulcan QAIA and ACTi Athena platforms was revealed on May 31, 2026, designed to address a backlog of 440,040 non-debtor veteran claimants in Camp Lejeune Justice Act (CLJA) cases across U.S. Bankruptcy Court for the District of Colorado and U.S. District Court for the Eastern District of North Carolina.

The dual-engine pipeline assigns the Ingest Refinery (AI-119 Vulcan and AI Legal Mate) to extract military and health data with sub-10ms latency while a 10% master control loop uses licensed lawyers, CPAs, and medical auditors for quality control; the Strategic Front-End (ACTi Athena and Holmes) models federal negotiation variables and identifies contradictions in opposing briefs.

The system projects processing each file in 3.2 minutes, reducing administrative overhead per claimant from an estimated $3,500.00 to around $40.00, and securing total class expenditure of less than $20 million with an estimated overall savings of over $1.52 Billion and a 99.7% automated compliance rate.