Inkwell uses transformer-based NLP to automatically redact sensitive information, extract contractual clauses, and build relationship graphs from litigation document bundles. Serving as a pre-processing layer for major Australian law firms, the platform reduces associate manual review time by 65% while maintaining audit compliance for privileged material.