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

Claim 0:
1. A method for collaborative matter management comprising:
continuously gathering intelligence to a matter from all collaborative elements of the matter, wherein said gathering intelligence comprises listening and collecting user activities and data in the collaborative elements, 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 training a machine learning algorithm using the intelligence as training data, 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 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;
the machine learning algorithm continuously reviewing and adjusting the confidence level of each of the one or more documents in the queue and ordering the documents in the queue based on the confidence level;
obtaining inputs from a user's evaluation of documents in the queue to identify any document in the queue for promotion to the evidence database or for return to the review tool, wherein the review tool interacts with the collaborative element including the calendar, wherein the calendar automatically create later and linked entries for a briefing schedule;
updating said intelligence for said active training of said machine learning algorithm if the user identifies one or more of the documents in the queue for promotion to the evidence database or for return to the review tool;
returning to the review tool the one or more documents in the queue identified for return by the user; and
promoting to the evidence database said one or more documents in the queue identified for promotion by the user.