AI Agent Infrastructure

Deploy intelligent agents that learn, remember, and act on behalf of your portfolio.

Moonwalk Labs builds the runtime layer for AI in commercial real estate — purpose-built for asset managers, operators, and advisors.

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Products Built for Real Estate

Three layers of intelligence. One unified ecosystem.

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Moonwalk Runtime
Agent Orchestration Layer

The foundational infrastructure for deploying AI agents in real estate. Multi-agent coordination, persistent memory, tool execution, and gateway integrations — all running on your infrastructure.

  • Multi-agent ringleader architecture
  • Persistent memory synthesis (MEMORY.md)
  • Email, calendar, and Telegram gateway
  • Tool skill registry with sandboxed execution
  • PM2-managed, VPS-deployed — you own the stack
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Eva Sophina
Featured Runtime Agent

A contemporary art consultant persona with deep CRE expertise — the first agent deployed on the Moonwalk Runtime for a live operator. Eva demonstrates what Runtime enables at the portfolio edge.

  • Richmond market knowledge (CoStar-sourced)
  • Three-tier knowledge hierarchy
  • Scott's Addition, Manchester, Old Town coverage
  • Built for asset manager Tom Papa's portfolio
  • Microsoft Teams + Telegram gateway

How Moonwalk Works

From raw data to deployed intelligence — in three stages.

01
Upload & Connect

Connect your financials, market data, and operational documents. Lens ingests T12s, rent rolls, and CoStar exports. Runtime hooks into your existing communication channels.

02
Runtime Learns

The platform synthesizes your data into structured wiki nodes and vector embeddings. The delta engine establishes baselines. Agents build persistent memory of your portfolio's ground truth.

03
Agents Deliver

Ask questions in natural language. Receive anomaly alerts. Let agents draft outreach, pull market comps, and surface insights — all grounded in your actual data, not hallucination.

Built for Real Estate Operators

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Asset Managers

Manage 20–200 properties without adding headcount. Moonwalk Lens gives you an always-on analyst that knows every line of your financials — and flags what changed before your next board call.

Portfolio Intelligence Anomaly Detection Market Context T12 Analysis NOI Tracking
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Brokers & Advisors

Deploy client-facing agents that know your market cold. Automate outreach pipelines, pull deal intelligence on demand, and give your clients a white-glove experience powered by AI infrastructure.

Client Agents Outreach Automation Deal Intelligence BOV Generation Market Analysis

Built by Operators, for Operators

Moonwalk Labs was founded by people who live and work in the industry it serves.

MM
Marty Mooradian
Co-Founder & Chief Architect

Associate Vice President of Multifamily Investment Sales at Colliers Virginia, with 14+ years in commercial real estate and 18+ years of self-taught software engineering. Marty built the entire Moonwalk stack — Runtime, Lens, the SDK, and the agent ecosystem — from the ground up.

Colliers Virginia — AVP, Multifamily Investment Sales
Previously Marcus & Millichap Senior Associate
Node.js / TypeScript / PostgreSQL / Ruby on Rails
Richmond, Virginia
TP
Tom Papa
Co-Founder & Strategic Partner

Asset manager overseeing approximately 2,000 multifamily units across 20–50 properties in Virginia. Tom is the first operator to run a live AI agent on the Moonwalk stack — his portfolio is the proving ground for every product the company builds.

~2,000 units across Virginia
20–50 properties under active management
Pilot operator for Moonwalk Lens & Eva Sophina
Virginia

The future of real estate runs on agents.

Moonwalk Labs is in private beta. Apply for early access and be among the first operators to deploy production AI infrastructure on your portfolio.

Private beta · Limited seats · No spam

✦  We'll be in touch. Welcome to the stack.