Two Independent AI Agents for Legal Research and Law Monitoring
Experience our AI agents in action. Click any demo below to get started:
Ask legal questions and receive comprehensive analysis with Bluebook citations. Try sample questions or enter your own.
Try QA Agent →See how the system detects legal changes and generates comprehensive 5-section impact reports with update proposals.
Try Up2Date Agent →Browse all 15 legal entries across 5 practice areas. Search by statute, case name, or topic.
Browse LawGuide →This demo system contains two independent AI agents built for StepToe, a law firm requiring intelligent legal research and automated law monitoring capabilities.
Legal question-answering system with constitutional input/output classifiers
Automated law monitoring pipeline that detects changes and proposes LawGuide updates
User Question
↓
[INPUT CONSTITUTION] — Fast classifier (gpt-4o-mini)
↓ PASS / BLOCK
[RETRIEVER] — Search LawGuide
↓ Retrieved context
[QA ENGINE] — Generate answer (gpt-4o)
↓ Draft answer
[OUTPUT CONSTITUTION] — Quality validator
↓ PASS / REWRITE / BLOCK
Final Answer to User
[SOURCE MANAGER] — Fetch current law page
↓
[CHANGE DETECTOR] — Compare vs snapshot
↓ No change → stop / Change → continue
[LAWGUIDE SEARCHER] — Find affected entries
↓
[IMPACT ASSESSOR] — LLM: Update needed? (gpt-4o)
↓ No → log / Yes → continue
[PROPOSAL GENERATOR] — Draft update (gpt-4o)
↓
[NOTIFIER] — Generate HTML report
↓
[REPORT] — Saved to reports/ folder