The Intelligent Real Estate Agent
An always-on AI agent that understands a specific home and acts on behalf of the homeowner across buying, owning, and selling. Not a chatbot. Not a dashboard. A persistent intelligence layer for homeownership.
Understands the Asset
Property details, history, upgrades, and comparable sales data.
Watches Continuously
Monitors prices, demand, rates, taxes, and buyer behavior in real-time.
Reasons in Context
Evaluates homeowner goals and tradeoffs for personalized recommendations.
Acts Proactively
Recommends and eventually executes optimal actions autonomously.
Lifecycle Coverage
What the Agent Does Over the Life of a Home
A decade-long AI relationship managing a $500K–$2M asset through every phase of homeownership.
1
Buying
Monitors neighborhoods, pricing momentum, and competition. Advises when to move or wait based on market conditions.
2
Owning
Tracks valuation and neighborhood trends. Identifies financial leakage. Flags refinance and equity opportunities proactively.
3
Preparing to Sell
Simulates future sale scenarios. Recommends ROI-positive improvements that maximize return on investment.
4
Selling
Optimizes timing and pricing strategy. Adapts approach based on real-time buyer interest and market dynamics.
First Action
The First Autonomous Action
Automated Property-Tax Optimization
Why This Comes First
  • High-confidence financial upside with measurable results
  • Structured rules and data make automation feasible
  • Deeply manual and recurring process ripe for disruption
  • No behavioral change required from homeowners
What the Agent Does
  1. Detects overassessment through comparative analysis
  1. Prepares evidence and filings automatically
  1. Interacts with county systems on behalf of owner
  1. Tracks outcomes over multiple years

The first time the agent proves it can act independently and save money, establishing trust for future autonomous actions.
Growth Path
From First Action to Full Agent Commerce
Autonomy expands. Revenue compounds. Each phase builds trust and unlocks new capabilities.
Trust-Building Action
Property-tax optimization establishes credibility and demonstrates autonomous value creation.
Financial Optimization
Refinance timing and execution. Insurance optimization and equity planning strategies.
Asset Value Creation
ROI-driven renovation planning. Contractor orchestration and project management.
Exit Optimization
Sale timing, pricing strategy, and market positioning for maximum return.
Value Proposition
Value Proposition for Realtors
The Intelligent Agent makes great agents dramatically more effective.
What Realtors Get
Predictive intelligence, not intuition
Buyer demand signals, listing momentum, and timing insights powered by real engagement data.
Always-on client value
The agent keeps realtors relevant between transactions, not just at buy/sell moments.
Better listing outcomes
Data-backed pricing, open-house timing, and improvement recommendations.
Time leverage
Automated insights, follow-ups, and preparation instead of manual analysis.
Why This Agent Wins
Asset-Specific Intelligence
Built around a specific asset, not generic prompts. Deep understanding of individual properties creates unmatched personalization.
Proprietary Data Advantage
Powered by proprietary, hyper-local data that competitors cannot easily replicate or access.
True Autonomy
Acts autonomously, not just advisory. Executes decisions and manages workflows without constant human intervention.
Long-Term Fiduciary
Positioned as a long-term fiduciary for homeowners, aligning incentives over years and decades.
Defensibility comes from relationship, data, and execution—not just technology.
Business Model
The Business Model in an Agent Economy
Revenue expands as autonomy expands. Multiple monetization streams unlock as the agent proves value and earns trust.
Outcome-Based Actions
Tax optimization services with performance-based fees tied to actual savings delivered.
Financial Optimization
Refinance and insurance referrals generating commission revenue from partner networks.
Asset Improvements
Renovation planning and marketplace commissions from contractor and materials partnerships.
Exit Events
Sale optimization services and strategic partnerships with real estate brokerages.
Why Now
Agent Commerce Emerging
Agent commerce is becoming the default interface for complex decisions across industries.
Market Volatility
Real estate markets are volatile and hyper-local, creating urgent need for intelligent guidance.
Digital Infrastructure
MLS and county systems are finally digitized, enabling programmatic access to critical data.
Agentic AI Maturity
Agentic AI can now run long-lived workflows with reliability and sophistication.

This platform was not possible five years ago. The convergence of these factors creates a unique window of opportunity.
The Ask
Join Us in Building the Future of Homeownership
Why We're the Team to Build This
  • Prior experience building and exiting an AI startup with proven track record
  • Deep hands-on work with agentic AI systems and cutting-edge technology
  • Lived experience navigating broken real estate workflows as homeowners
This idea comes from capability and friction. We've built the technology and felt the pain.
How We Start
1
Phase 1
Launch first autonomous action (tax optimization)
2
Phase 2
Expand into financing and ownership decisions
3
Phase 3
Cover full lifecycle: improvements and sale
Start narrow. Earn trust. Expand autonomy.
Raising up to $1M
Seed capital on a convertible note
This Enables:
  • First autonomous agent in-market
  • Core agent infrastructure development
  • Data integrations and early market expansion
Goal: Become the default interface for homeownership.
Meet the Founders
Our diverse team brings together deep expertise in AI, real estate, and scalable tech, united by a shared vision to revolutionize the real estate industry.
Satish Mandalika
MBA from UC Berkeley . Serial entrepreneur who sold his last startup to Mediaocean. - A multi Billion Dollar Ad-tech platform. ( https://www.mediaocean.com/mediaocean-acquires-drishyam-ai)
Superpower: Product Management 🧠
Horacio Zambrano
BS(Computer engineering) and MBA from Stanford. A serial entrepreneur and a former Wall street exec.
Superpower: Sales and Market Maestro 🏘️
Manoj Gootam
BS from IIT Madras and a masters in Data Sciences from GWU. Data Scientist and serial entrepreneur who created algorithms for Fannie Mae
Superpower: Statistics and Data Scientist 🚀