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Eight years of digitized zoning and development data across 300+ U.S. cities,
now deployed by AI agents across fund management, advisory, and software.
AI-Native Arbitrage
for Real Estate Funds
We partner with existing and newly formed capital vehicles to deploy capital into repeatable real estate arbitrage opportunities. Our AI agents use proprietary regulatory, parcel, and development intelligence to identify, evaluate, and execute across U.S. markets.
Behind that execution is a set of internal systems for property canvassing, contextual market analysis, and portfolio management - the systems that allow our strategies to scale.
Strategic Advisory
for the AI Transition
We advise real estate operators, investors, and municipalities on building AI-driven workflows. Our work structures the technical, data, and strategic foundation required to turn fragmented processes into scalable, machine-operated systems.
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Software Architecture
Designing the technical structure for real estate products, platforms, and internal tools.
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Agentic Pipelines
Building AI agent workflows that replace manual analysis, monitoring, and reporting.
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Arbitrage Strategies
Structuring repeatable models that exploit regulatory and market asymmetries at scale.
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Automation
Replacing manual sourcing, underwriting, and operations with autonomous processes.
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Structured Data
Converting ordinances, parcels, and market data into structured, machine-readable formats.
Case study: This video highlights AI-HBU, where 30 AI models were orchestrated to produce comprehensive highest and best use reports, enabling a client to assess opportunities, refine assumptions, and make faster real estate decisions.
Developer: Feasibility
at the Speed of a Sketch
Developer is a real estate feasibility tool built around the variables behind a true back-of-the-envelope calculation. It models income, expenses, vacancy, construction costs, unit density, and FAR in one workflow. As users adjust the program — including unit mix, commercial uses, areas, rents, cost per square foot, and purchase price — the software automatically updates the 3D massing model, return on capital calculation, and PDF report.
Most of Developer’s core functionality is available in the free demo. We encourage users to test the platform on a few real projects first, explore the workflow, and see how quickly it can move a site from early assumptions to a structured feasibility output.
ALGORITHMS
Scan hundreds of thousands of properties to identify sites that match specific investment and development criteria.
Evaluate each opportunity against surrounding development activity, zoning shifts, and market growth patterns.
GO TO ALGORITHMS
ChatDB: Instant
Market Intelligence
ChatDB is a market research tool for querying demographic and economic data across cities, zip codes, neighborhoods, and census tracts. Through a conversational interface, users can generate rankings, maps, and trend visuals from structured datasets without building reports manually. It is designed to accelerate early-stage market analysis and make local patterns easier to compare, interpret, and present.
ChatDB
Query demographic and economic data across cities, zip codes, neighborhoods, and census tracts to identify high-growth markets.
Generate rankings, maps, and trend visuals from structured public data through a conversational interface.
GO TO CHAT
DEV
Model the core variables behind early-stage feasibility, including income, expenses, vacancy, construction costs, unit density, and FAR.
Adjust unit mix, uses, rents, costs, and purchase price in real time while the 3D model, return on capital, and PDF report update automatically.
GO TO DEV
TESTIMONIAL
