AI-Accelerated Legal Research for Attorneys

Legal Research Support
for Attorneys & Law Firms

Citation-verified legal research and cite-checking, AI-accelerated and verified by hand against primary sources. Contract-researcher turnaround, without the hallucination risk of AI alone. For attorneys and law firms only — I'm not an attorney, and I work under your direction as counsel of record.

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How I Help

How I Help Attorneys

Citation-verified legal research, AI-accelerated and verified by hand — for attorneys and law firms only.

Adversarial Case Review

Research into the counterarguments and adverse authority opposing counsel is likely to raise, so you see the weak points before they do — not a case-strength score, just the research.

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Citation & Case Law Verification

Every quote, holding, and citation checked against primary sources — not just AI output taken at face value.

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Litigation Memo Cite-Checking

Redline review of research memos and briefs before they go out, catching misattributed holdings and weak citations.

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Statutory & Regulatory Research

Deep-dive analysis of statutes, regulations, and case law for a specific matter, scoped to what you need.

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Fast, Contract-Rate Turnaround

AI-accelerated research at contract-researcher rates, without the multi-week wait of hiring an associate.

Also available: AI Consulting, Web Development, App Development →

Why Me

A Real Track Record, Not Just a Pitch

You're trusting a specific person with your research — here's what that trust is actually based on.

20+ Years Building Software & AI Systems

From founding SaaS products to shipping production AI systems that serve thousands of users.

A Verification Method Built Under Real Stakes

Developed and refined through real, high-stakes litigation work — not a hypothetical process.

A Real, Paid Track Record

Completed a paid engagement providing citation verification and legal research support to an attorney of record in an active California civil matter.

Published Author, 14+ Books

The same ability to communicate complex ideas clearly that goes into every research memo.

Full bio
Expertise

Research You Can Verify

I've built production AI systems using Claude, OpenAI, and custom architectures — and I apply that same rigor to legal research. Every citation gets checked against primary sources before it reaches you, not taken on AI's word.

Citation Verification Discipline
Every claim checked against primary sources before delivery
Claude AI Research Acceleration
Production AI implementations, not black-box output
Primary-Source Cross-Checking
FindLaw, CourtListener, Justia, official code text
Statutory & Regulatory Analysis
Deep doctrinal research across practice areas
Litigation Memo Review
Redlines that catch misattributed holdings
Fast Turnaround
Contract-rate pricing, days not weeks
See AI implementations
ai-integration.ts 
const response = await anthropic.messages.create({
  model: "claude-sonnet-4-20250514",
  max_tokens: 4096,
  tools: generateTools(practiceArea),
  messages: conversationHistory,
  system: buildSystemPrompt(firmData)
});

// Process structured AI responses
const result = processToolCalls(response.content);
return {
  assessment: result.routing,
  confidence: result.score
};
Let's Work Together

Need Research Support on an Active Matter?

Let's discuss your research needs — citation verification, cite-checking, or statutory research, scoped to your matter and billed like a contract researcher.

Typically respond within 24 hours
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