AI is used in a verification pass to identify factual claims, dates, quotes, citations, weak reasoning, unreliable clause language, and internal inconsistencies; label what is primary, secondary, or inference; and flag anything unverified before legal work reaches clients, USCIS, counterparties, or courts.
The lawyer must independently confirm citations, facts, reasoning, and contract language against trusted sources and the actual record, protect client confidentiality, decide which issues are material, and take ethical responsibility for final accuracy.
AI scans a draft brief or petition, extracts every citation and quoted proposition, and flags authorities that cannot be confirmed against trusted legal sources.
CoCounsel / Westlaw Precision AIAI reviews declarations, emails, and draft filings to compile dates, names, and factual assertions, highlighting items that lack documentary support.
Claude / CoCounselAI marks statements in a research memo as primary authority, secondary commentary, or attorney inference before the lawyer finalizes the work product.
Lexis+ AI / Westlaw Precision AII help companies navigate AI adoption -- from strategy to production. Whether you are building your first LLM-powered feature or scaling an agentic system, I can help you get it right.
Design and build LLM-powered products and agentic systems
Go from idea to production with a clear implementation roadmap
Build AI with human-in-the-loop in regulated environments
A Step-By-Step Guide for Knowledge Workers
Since April 2025, I have spent hundreds of hours turning chaotic AI output into something I can rely on in my day job as an immigration attorney.
The most important lesson I’ve learned is figuring out how to stop writing scattered prompts and start building structured sequential workflows.
Every legal team hears that AI will change contract work. But we also hear the horror stories about relying on it too much. Where is the practical advice for your daily work?
Join our next session to get real, honest guidance.
What you will learn:
🛠️ Where AI works and where it fails: The truth about AI in drafting and review.
❗ Risk framework: How to easily spot mistakes in AI content.
⭐ Smart prompting: Techniques to get reliable results every time.
We will show you these strategies live in LawVu Draft using real contract examples.
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