Features
Real-time hot topic detection with sliding time window
WOLDA algorithm for streaming topic modeling
Sentiment analysis combining SVM and logistic regression
Lexicon-based sentiment features from 5 sentiment lexicons
Representative tweet extraction via KL-mean, cosine distance, maximum entropy
Dynamic vocabulary management (handles new words, slang)
Integration with Twitter Streaming API (v1.1)
Topic evolution treemap visualization
Bubble chart visualization of topic-word distributions
Sunburst chart for hierarchical topic-word display
Hashtag frequency bar and trend charts
Geolocation heatmap visualization
Sliding window forgetting to detect new topics
Resource-efficient incremental model updates
POS tagging with CMU ArkTweetNLP
Quick-Start Drafting for legal documents, clauses, emails, contracts
Comprehensive Document Analysis for insights and summarization
Contextual Legal Research across US federal and state law (50 states)
Medical Chronologies generation for personal injury cases
Medical Billing Summaries generation
Thought Partnership (AI as team member providing insights)
Secure closed model for data confidentiality
SOC 2 compliance certification
Enterprise admin controls and user management
Collaboration features for shared document sets
Priority support with account manager (Enterprise)
Multi-practice area support (PI, family, employment, criminal, corporate)
