Patent ID: 11886796
Assignee: nan
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 7:
8. A method for collaborative matter management comprising:
continuously gathering intelligence comprising user activities and data on all collaborative elements of a matter, wherein the collaborative elements comprise a group of at least one of an evidence database, feeds, witness lists, Master Files, Players, Syncing the Master File with an Electronic Court Docket, Automatic Document Linking, Authentication, Discovery Tools, video and transcript management, Confidentiality Designations, Spoliation Analysis, Text message Management, Calendar, Print to Cloud, and notes, wherein the evidence database comprises one or more key documents and wherein the notes are associated with the one or more key documents;
actively using the intelligence as training data for a machine learning algorithm, wherein the intelligence is updated on a real time basis;
continuously applying said trained machine learning algorithm to a plurality of documents in a review tool to identify and elevate one or more potentially documents in said plurality of documents to a queue;
the machine learning algorithm assigning a confidence level and providing a justification for each of the one or more documents elevated to the queue, wherein the justification is an indication of a basis for elevation to the queue including similarities in language with highest rated documents that have already been promoted to the evidence database and relationship with at least two players already associated with documents in the evidence database; and
the machine learning algorithm continuously reviewing and adjusting the confidence level of each document in the queue and ordering the documents in the queue based on the confidence level.