Efficient Data Management for a Complex Legal Dispute

Three million documents. A previous vendor’s dataset that needed completeness verification before anything else could start. Lineal took over, verified the data, and deployed the full AmplifyAI™ inside Relativity. Email Threading cut 641,098 documents. Lineal Images identified 246,477 image files and excluded 99,441 from review. BotDetector flagged 111,300 automated messages and suppressed 87,292. PrivFinder ring-fenced 731,681 documents for targeted privilege review. Snippets excluded another 87,233 through keyword refinement. Each tool took a layer off. What remained was actionable.