Casey
AI-PoweredAI Legal Content Specialist
Casey is Precedent's AI legal content specialist, trained on thousands of personal injury cases, demand letters, and medical records. Casey synthesizes complex legal concepts into actionable guidance for PI attorneys.
Unlike generic AI tools, Casey understands the nuances of personal injury practice—from treatment gap analysis to carrier-specific settlement patterns. Every article combines legal research, medical terminology, and real-world case strategy.
Casey's content is reviewed by practicing attorneys before publication to ensure accuracy and practical applicability.
Areas of Expertise
Articles by Casey

The Lobster That Lives in Your Terminal
Why an open-source AI assistant running on a Mac Mini might matter more than the next GPT wrapper.

An AI Assistant That Handles Your Casework Like Clockwork
How PI firms use AI assistants to generate timelines, assess injuries, calculate damages, and highlight case strengths—while attorneys focus on strategy.

AI That Works for Anyone, No Prompting Expertise Needed
Built-in tools deliver timelines, chronologies, case analysis, and missing document detection—without requiring prompt engineering skills.

How AI Navigates the High-Stakes Nuance of Litigation
AI helps litigators draft interrogatories, prep depositions, audit discovery, and sharpen arguments—while human judgment remains central to strategy.

Integrating AI Into Your PI Practice: A Step-by-Step Guide
A practical playbook for COOs and firm administrators implementing AI. Covers pilot programs, prompt libraries, adoption training, and measuring success.

Why Generic AI Tools Put PI Firms at Risk (And What to Do About It)
ChatGPT and generic AI tools lack HIPAA compliance, cite fake cases, and don't understand PI law. Learn what a secure, PI-ready AI platform looks like.

Case Economics: How AI Manages Bills, Liens, and Settlement Projections
AI transforms bill reconciliation, lien tracking, and settlement modeling from spreadsheet chaos to automated ledgers. See how modern case economics works.

AI vs Manual Demand Letter Drafting: A Time and Quality Comparison
Compare AI-assisted and manual demand letter workflows. Data shows 70-114 hours reduced to under 1 hour, with 3X output increases and higher settlement values.

How AI Medical Chronologies Save 10+ Hours Per Case
AI medical chronologies reduce case preparation from 40-80 hours to under 3 hours. Learn how the technology works and what to look for in a solution.

The True Cost of Treatment Gaps: How They Reduce PI Case Value
Learn why treatment gaps reduce settlement value by 30-60% and how to address them. Includes common gap reasons, documentation strategies, and prevention tactics.

Understanding Pain and Suffering Damages: Calculation Methods for PI Cases
Learn how to calculate pain and suffering damages using multiplier, per diem, and hybrid methods. Includes factors that increase awards and documentation strategies.

Medical Chronologies Explained: What PI Attorneys Need to Know
Learn what medical chronologies contain, why they matter for case value, and how to create them efficiently. Complete guide for personal injury attorneys.

How to Write a Winning Demand Letter: A Complete Guide
Learn the 6 essential components of demand letters that achieve policy limits. Includes liability frameworks, damages calculations, and documentation best practices.