Professional services · legal research
LLM research assist with retrieval and review
LLM OptimizationAI Automation
Anonymized delivery pattern from a real engagement type. Outcomes below are qualitative—not fabricated percentage claims.
Challenge
Associates spent hours hunting precedents and drafting first-pass summaries from large document sets.
Approach
RAG over approved corpora, cost/latency controls, and mandatory attorney review before any client-facing use.
Results
- Faster first-pass research drafts
- Grounded answers from owned documents
- Clear human approval before send