LawTech

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Idea in Artificial Intelligence

(15.390)

Introduction

LawTech is an AI decision-support tool for large tax law firms. It helps associates and partners quickly synthesize relevant tax authorities and prior matters, generate structured case assessments, and create defensible, client-ready reasoning with citations and an audit trail—so teams can work faster and advise with more confidence.


Problem

Tax matters often require estimating likely outcomes, timelines, and value under uncertainty. Today this is done through manual research, fragmented knowledge, and partner judgment that is hard to document consistently. The result is slow turnaround, inconsistent analyses across teams, and difficulty producing defensible, repeatable rationales for clients—especially under tight deadlines.


Opportunity

Provide a secure, firm-ready AI workflow that:

Ingests/organizes relevant authorities and firm knowledge (as permitted)

Produces structured case assessments (key factors, scenarios, confidence)

Explains “why” with citations and an auditable reasoning trail

Fits existing workflows (e.g., matter-centric organization, permissions, export to memo/email)

If you tell me your exact beachhead wording (e.g., “AmLaw 100 tax practices” vs “large tax law firms”) and your top 2–3 MVP features, I’ll tailor this to match your slides perfectly.