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⚖️ Legal🏗️ 4 Tech Levels🚀 Production-Grade

Contract Review AI

See 4 architectures solve real problems: MCP → RAG → Multi-Tool → Multi-Agent

July 18, 2025
demointeractivecontract-reviewlegal-aimulti-agent
🤖Demo 1 of 4

Advanced Multi-Agent Contract System

BOFU: Production LangGraph with Router → Specialized Legal Agents → Aggregation

1. Select Analysis Scenario

50-page SaaS contract requiring clause extraction, risk scoring, compliance check, obligation tracking
Competitors: Vendor A (SaaS Provider), Internal Compliance Requirements, Industry Standard Terms

2. Monday's Prompt

This positioning analysis prompt from Monday's insight will be processed by Tuesday's agents in Wednesday's workflow.

3. Run Multi-Agent Workflow

You'll see 5 AI agents: Data Collector → Messaging Analyzer → Position Mapper → Strategy Advisor → Insight Generator
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🔌Demo 2 of 4

MCP Legal Tool Use Pattern

TOFU: LLM calls legal tools via Model Context Protocol - see real tool execution

Automation Task

User asks 'What are the payment terms?' → LLM decides to call extract_clause(clause_type='payment') → Executes → Returns structured data

Monitoring:Sample NDA Contract
ai-agent-terminal

Terminal ready. Run simulation to begin.

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🔍Demo 3 of 4

RAG-Based Contract Search

MOFU: Search 1000+ contracts with vector similarity

Search Query

"Search Force Majeure Clauses Across 500 SaaS Contracts"

Embed query: 'force majeure clauses in SaaS deals' → Search 500 contract vectors → Retrieve top 10 matching clauses → Generate comparative analysis

Document Sources:Contract_2023_SaaS_VendorA.pdfContract_2023_SaaS_VendorB.pdfContract_2022_SaaS_VendorC.pdfContract_2024_SaaS_VendorD.pdfContract_2023_SaaS_VendorE.pdf

RAG Vector Search Network

Embedding
Searching
Generating
Query
Vector
Documents
Result

Search Results

Run visualization to see results

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🛠️Demo 4 of 4

Multi-Tool Contract Processing

MOFU: Multiple legal tools working together automatically

ROI Analysis

Orchestrator calls: extract_clauses(contracts) → identify_risks(clauses) → extract_obligations(clauses) → check_compliance(clauses) → generate_report(all_data) → alert(high_risk_contracts) [ALL IN PARALLEL]

Integrations:Contract 1: NDAContract 2: SaaS AgreementContract 3: MSAContract 4: Employment AgreementContract 5: Vendor Agreement
Manual Process

Time to Complete

240 min

Cost per Analysis

$850

Data Points Analyzed

150

Accuracy Rate

73.0%

Reports per Day

2

Error Rate

18.0%

Ready for Production Contract Review System?

We'll build your custom system: MCP tools (TOFU - try clause extraction) → RAG search (MOFU - search 1000+ contracts) → Multi-tool (MOFU - daily processing pipeline) → Multi-agent (BOFU - autonomous 24/7 review). From demos to deployment in 8-12 weeks.

Book Architecture ReviewStart with MCP Tools (TOFU)
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