AI & Intelligence
AI-assisted deal discovery, not fake underwriting.
PlotCipher uses AI to detect opportunity signals in public parcel, zoning, ownership, and market data — then surfaces the anomalies worth investigating. It does not predict profits, guarantee returns, or fabricate financial projections.
What the model identifies
Pricing anomalies
Parcels assessed far below comparable zone transactions.
Redevelopment capacity
Underbuilt lots with unused floor area based on current zoning.
Zoning-use mismatch
Properties whose current use doesn’t match their highest permitted use.
Underbuilt parcels
Land with significant buildable capacity relative to its size and zone.
Acquisition signals
Deal archetypes: vacant corner, tiny res on large lot, parking to high-density, and more.
Owner patterns
Absentee ownership, out-of-state holders, and entity vs. individual signals.
Market movement
ZIP-level appreciation, permit velocity, and days-on-market trends.
Risk flags
Environmental constraints, deed restrictions, zoning edge cases, and execution complexity.
How it works
PlotCipher ingests Dallas County Appraisal District records, county deed transfers, municipal zoning databases, and ZIP-level market metrics from real sold listings. Every parcel is scored against comparable transactions, its current vs. permitted use, and ownership signals derived from public records.
The output is a ranked list of parcels where the data suggests a gap between current market pricing and underlying potential — not a prediction, but a prioritized research queue for investors who then verify findings with licensed professionals.
How the Deal Score is built
Every parcel receives a 0–100 opportunity score. Rather than a single formula, the score combines several independent signals — how a parcel's assessed value compares to recent transactions in its zone, the gap between its current use and its highest permitted use, unused building capacity under current zoning, and ownership patterns that correlate with seller motivation.
A parcel scores high only when multiple signals agree. A low price on its own isn't enough — the platform looks for parcels where pricing, zoning capacity, and the owner's situation all point the same direction.
What the AI will not do
No synthetic cap rates. No hallucinated rents. No fabricated comps or return projections. When coverage is thin, PlotCipher says “insufficient data” instead of inventing a number — every figure traces to a public record or a real sold comp.