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AI-Native Real Estate Fund

Built for Bethun Bhowmik (ex-Oracle, ex-Amazon, ex-Ola). Discovers distressed properties (foreclosures, tax liens, probate, short sales) and land for data centers, solar farms, and wind farms. 4 AI agents handle scouting, underwriting, outreach, and deal structuring.

Overview

4 AI agents powering a Scout, Underwrite, Outreach, Deal Structure pipeline. 13-rule distress detection engine. XGBoost ML scoring (0-100% investment score). Claude underwriting agent generates Buy/Pass/Watch briefs. Claude deal structuring agent selects from a 9-strategy library. 3D Mapbox with Street View popups. Subscription tier gating across SFR, multifamily, commercial, and land.

Specs

AI Agents4 agents: Scout, Underwrite, Outreach, Deal Structure

Detection13-rule distress detection engine with tier-1 definitive and tier-2 probabilistic signals

MLXGBoost ML scoring (0-100% investment score), Claude underwriting agent

StackNext.js, TypeScript, Supabase, Prisma, XGBoost, Claude API, Mapbox GL

Features

3 parallel data providers: ATTOM (8 API endpoints), RESO MLS (OData client), Probate (signal-based detection)
13-rule distress classification across 2 tiers
XGBoost on Flask for distress scoring (11 features)
Claude agents for underwriting briefs and deal structuring from 9-strategy library
3D Mapbox with Street View popups
Subscription tier gating across SFR, multifamily, commercial, and land

Tech Stack

Next.jsTypeScriptSupabasePrismaXGBoostClaude APIMapbox GLPython

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