Workflows / Research & Analysis / AI-assisted research & summarisation / pp-0065 pp-0065 Litigation team needs to know how the assigned judge actually rules — summary judgment, Daubert, claim construction, sentencing — but that intelligence is locked in thousands of unstructured docket entries, so strategy runs on anecdote and a partner's memory 4 vendors roles affected 3 practice areas 2
Also reported as Patent case outcomes depend heavily on the assigned judge and PTAB panel — but there's no systematic way to analyze how a specific judge has ruled on Alice/Section 101 motions, Markman hearings, or damages calculations without manually reading hundreds of orders Litigation team preparing for trial needs to understand how a specific judge rules on summary judgment motions, Daubert challenges, and sentencing — but there's no systematic analytics on judge behavior, so strategy relies on anecdotes from colleagues who've appeared before that judge Who feels this pain
Practice areas ip litigation
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