Legal Research Assistant

AI legal researcher that builds case knowledge and tracks precedents

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Overview

A legal research assistant with memory accelerates case preparation by accumulating relevant precedents, understanding case strategy, and remembering the specific legal arguments being developed. Over time, it becomes deeply familiar with your practice areas and client matters.

Memory Architecture

Case Knowledge

Deep understanding of active matters:

  • Key facts and timeline
  • Parties and their interests
  • Claims and defenses
  • Evidence inventory
  • Strategic objectives
  • Legal Research

    Accumulated precedent knowledge:

  • Relevant cases and their holdings
  • Statutory interpretations
  • Regulatory guidance
  • Persuasive vs. binding authority
  • Jurisdiction-specific nuances
  • Document History

    Everything produced and reviewed:

  • Briefs and motions drafted
  • Contracts analyzed
  • Discovery documents
  • Correspondence
  • Revisions and reasoning
  • Client Context

    Understanding across matters:

  • Client's business and industry
  • Risk tolerance and priorities
  • Past legal issues
  • Key contacts and preferences
  • Billing and engagement terms
  • Legal Workflows

    Case Research

    "Find cases supporting our damages theory"

    With memory:

  • Knows the specific theory being advanced
  • Excludes cases already reviewed
  • Prioritizes relevant jurisdictions
  • Understands the factual distinctions that matter
  • Recalls opposing counsel's likely counterarguments
  • Document Drafting

    "Draft the motion to compel"

    With context:

  • Knows the discovery dispute history
  • References specific requests at issue
  • Uses firm's preferred formatting
  • Cites relevant local rules
  • Maintains consistent voice with prior filings
  • Contract Review

    "Review this NDA against our standard"

    Agent provides:

  • Clause-by-clause comparison
  • Deviations from standard terms
  • Risk assessment based on past positions
  • Suggested redlines
  • Historical negotiation context
  • Deposition Preparation

    "Prepare me for tomorrow's deposition"

    With case memory:

  • Key facts to establish
  • Documents to reference
  • Prior testimony to impeach
  • Areas of sensitivity
  • Examination outline
  • Practice-Specific Memory

    Litigation

  • Case timeline and key events
  • Pleadings and their allegations
  • Discovery status and gaps
  • Motion practice history
  • Settlement discussions
  • Transactional

  • Deal structure and terms
  • Due diligence findings
  • Negotiation history
  • Closing checklist status
  • Post-closing obligations
  • Regulatory

  • Applicable regulations
  • Agency guidance and interpretations
  • Compliance history
  • Investigation status
  • Remediation efforts
  • Example Research Session

    **Initial Query:**

    "What's the standard for piercing the corporate veil in Delaware?"

    **Follow-up with Memory:**

    "Based on the Zara Corp case facts you shared, the alter ego theory seems strongest. I found three Delaware Chancery cases with similar single-shareholder LLCs where courts pierced. However, I should note - the commingling of funds you mentioned is weaker than in those cases. Would you like me to find cases where courts declined to pierce despite some commingling, so we can distinguish them?"

    Ethical Considerations

  • Client confidentiality across matters
  • Conflict checking capabilities
  • Privilege preservation
  • Accurate citation verification
  • Clear AI vs. attorney work product