Custom AI Workflows for Real Estate Save 350+ Hours of Manual Work
We build custom AI workflows for property & land search, automated city zoning & deal math, direct property owner lookups, CRM pipeline sync, and client follow-ups. Need something custom engineered for your firm? Book a meeting and we'll see what we can build for you.
The Cost of Manual Parcel Analysis & Zoning Code Reviews
Manual Work Reclaimed
Eliminate weeks spent pulling county tax rolls, reading 200-page municipal zoning PDFs, and constructing pro-forma spreadsheets.
Zoning Code PDFs Parsed
Instant AI extraction of Floor Area Ratios (FAR), setback buffers, height limits, and maximum unit density directly into structured database tables.
Off-Market LLC Unmasking
Unmask corporate managing entities, skip-trace owner phone numbers and emails, and auto-generate acquisition proposals for direct outreach.
5-Stage Real Estate Workflow Engine
We design and build custom AI workflows for property search, automated city zoning & deal math, direct owner lookup, CRM sync, and client follow-ups tailored specifically to your real estate firm.
Automated Property & Land Search
Automated parcel discovery connecting county tax rolls, parcel boundaries, and location data into custom interactive maps.
- Automated spatial parcel storage & boundary indexing
- Multi-source county tax roll & parcel API connectors
- Address cleaning, normalization, & location searches
AI Zoning & Document Reader
Document AI engine reading 200+ page city zoning code PDFs. Instantly extracts density, setback rules, height limits, and unit rules.
- AI vector search trained on city zoning code documents
- Automatic extraction of height limits, setbacks, and density
- Real-time zoning comparison across target properties
Property Envelope & Size Math
Automated setback math deducting required front, side, and rear buffers from parcel boundaries to compute net buildable footprints.
- Automated setback deductions from parcel boundaries
- Net buildable ground footprint & total square footage math
- Maximum allowable unit capacity modeling
Instant Deal Math & Financial Pro-Forma
Automated financial modeling calculating project value, construction hard/soft costs, and maximum viable purchase price (Residual Land Value).
- Instant land purchase value & Residual Land Value math
- Hard cost & soft cost pro-forma modeling algorithms
- One-click export of PDF & Excel executive deal memos
Direct Property Owner Lookup & Skip-Tracing
Secretary of State entity scrapers and owner lookups to unmask corporate LLC owners, find phone/email contacts, and send offer letters.
- State Secretary of State corporate LLC owner unmasking
- Direct phone & email contact lookup
- Automated offer letter & proposal generation for direct outreach
Manual Work Reclaimed Calculator
See how many engineering and research hours your real estate development firm reclaims by automating parcel discovery, zoning reviews, and pro-forma underwriting.
Manual Hours Saved per Parcel
Monthly Labor Hours Reclaimed
Annual Team Capacity Reclaimed
Engineered with Enterprise Spatial & AI Infrastructure
Frequently Answered Questions
Everything you need to know about our Real Estate Development & Site Acquisition Platform.
How does the AI Zoning Parser read 200+ page city zoning documents?
Our document AI engine converts unstructured municipal zoning code PDFs into high-dimensional vector embeddings stored in Qdrant. When analyzing a parcel, the engine queries specific zoning classification rules (FAR, front/side/rear setback buffers, maximum height limits, and unit density formulas) and extracts precise, structured data points into your PostgreSQL spatial database.
How does the buildable envelope geometry calculation work?
Using PostGIS spatial geometry algorithms, the engine automatically buffers front, side, and rear setback requirements inwards from the raw parcel polygon boundary. It then calculates the net buildable ground footprint, multiplies by the allowable Floor Area Ratio (FAR) and height limits, and outputs the total allowable buildable square footage.
How does the Residual Land Value (RLV) pro-forma model work?
The underwriting engine calculates Gross Development Value (GDV) based on target unit yields and prevailing market sales prices, then deducts estimated hard construction costs, soft costs, developer profit margins, and financing costs to determine the maximum viable purchase price (Residual Land Value) for a parcel.
How does LLC owner unmasking & skip-tracing work?
When a property is owned by a shell LLC, our workflow queries Secretary of State registration databases to identify managing members and registered agents, then retrieves verified phone numbers, email addresses, and mailing locations for direct acquisition outreach.
What spatial data sources do you integrate with?
We build native API connectors to Regrid, ATTOM Data Solutions, county GIS tax roll feeds, and state Secretary of State databases. We can also integrate existing proprietary property data from CSV/Excel files or Airtable databases.
Book a Meeting
Schedule a 20-minute meeting to discuss your custom real estate workflow requirements and target markets.