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🏢 Real Estate Tech🏗️ 4 Tech Levels🚀 Production-Grade

Real Estate Investment Analysis AI

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

September 5, 2025
demointeractiveinvestment-analysisreal-estate-techmulti-agent
🤖Demo 1 of 4

Advanced Multi-Agent Investment System

BOFU: Production LangGraph with Router → Market Analyzer + Property Evaluator + Risk Assessor → Portfolio Optimizer

1. Select Analysis Scenario

Query requiring market analysis + property evaluation + risk assessment for 3-property portfolio acquisition
Competitors: Property A: 123 Main St, Austin TX (4-unit multifamily), Property B: 456 Oak Ave, Austin TX (8-unit multifamily), Property C: 789 Elm St, Austin TX (12-unit multifamily)

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 Tool Use Pattern

TOFU: LLM calls real estate tools via Model Context Protocol - see property data retrieval in action

Automation Task

User query → LLM decides get_property_data() tool → Executes Zillow API call → Returns listing details

Monitoring:123 Main St, Austin TX 78701
ai-agent-terminal

Terminal ready. Run simulation to begin.

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🔍Demo 3 of 4

RAG-Based Property Intelligence

MOFU: Search 100+ property documents, market reports, appraisals with vector similarity

Search Query

"Search Historical Deal Assumptions"

Embed query → Search vectors (100+ property docs) → Retrieve relevant chunks (5 Dallas multifamily deals from 2024) → Generate answer with citations

Document Sources:Dallas Multifamily Deal 1 (Q1 2024) - Appraisal ReportDallas Multifamily Deal 2 (Q2 2024) - Investment MemoDallas Multifamily Deal 3 (Q3 2024) - Financial ModelDallas Multifamily Deal 4 (Q4 2024) - Due Diligence Report

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 Portfolio Orchestration

MOFU: Multiple tools working together automatically - daily portfolio monitoring and reporting

ROI Analysis

Orchestrator calls: Zillow Scraper (25 properties) + CoStar Analyzer (5 markets) + Financial Modeler (update all ROI calcs) + Reporter (3 formats) + Alert System (route notifications) → All execute in parallel → Aggregate results → Deliver multi-format outputs

Integrations:Property 1: 123 Main St, Austin TXProperty 2: 456 Oak Ave, Phoenix AZProperty 3: 789 Elm St, Dallas TX... (22 more properties across 5 markets)Total: 25 properties monitored daily
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 Real Estate Investment System?

We'll build your custom system: MCP tools (TOFU - try property analysis) → RAG search (MOFU - search 100+ deal docs) → Multi-tool (MOFU - daily portfolio monitoring) → Multi-agent (BOFU - autonomous investment analysis). From demos to deployment in 8 weeks.

Book Architecture ReviewStart with MCP Tools (TOFU)
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