AI‐Powered Contract Analysis Flow (NDA Review) - magicplatforms/ai-workflows GitHub Wiki

Below are paper-era (circa 1925) versions of the same two workflows—no AI, no computers, no networks.
Everything runs on people, paper, ledgers, typewriters, carbon copies, and couriers.

1. Manual Discovery & Document Review (circa 1925)

sequenceDiagram
    participant Client
    participant Lawyer
    participant Clerks
    participant Copyist
    participant Courier
    participant OpposingCounsel

    Client->>Lawyer: Deliver boxes of documents
    Lawyer->>Clerks: Sort & index each page
    Clerks->>Clerks: Manual read & ledger entry
    Note right of Clerks: Weeks of review\n(error-prone)
    Clerks-->>Lawyer: Index + flagged docs
    Lawyer->>Lawyer: Decide relevance & privilege
    Lawyer->>Clerks: Select items for production
    Clerks->>Copyist: Request carbon copies
    Copyist-->>Clerks: Return duplicates
    Clerks->>Courier: Package production set
    Courier->>OpposingCounsel: Hand-deliver docs
    OpposingCounsel-->>Courier: Confirm receipt
    Note over Lawyer,OpposingCounsel: High cost & long delays
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Key differences from today

Aspect 1925 Modern AI Workflow
Search & classification Human clerks skim every page and hand-write indexes Predictive coding/TAR classifies millions of docs in minutes
Turnaround Weeks to months Hours to days
Cost driver Billable reviewer hours, couriers, copies Platform fees, minimal human validation
Accuracy Depends on tired clerks; inconsistent > 90 % consistent accuracy



2.) Manual NDA / Contract Review (≈ 1925)

sequenceDiagram
    participant Business
    participant Counsel
    participant Paralegal
    participant Typist

    Business->>Counsel: Send draft NDA (paper)
    Counsel->>Paralegal: Initial clause check
    Paralegal-->>Counsel: Mark-ups & risk notes
    Note right of Paralegal: Compare clauses to\nprecedent binders
    Counsel->>Counsel: Detailed legal analysis
    Counsel->>Typist: Dictate revisions & memo
    Typist-->>Counsel: Typed clean NDA
    Counsel->>Business: Return revised contract
    Note over Counsel,Business: Turnaround in days via post or courier
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Aspect 1925 Modern AI Workflow
Clause spotting Manual reading; rely on memory, books NLP instantly flags risky / missing clauses
Redlining Red pencil, re-typing entire contract Instant tracked-changes in Word/CLM tool
Throughput 1–2 NDAs/hour at best Dozens per minute
Resource mix Lawyer + paralegal + typist Lawyer validates AI suggestions; no typing pool
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