REAL_ESTATE

REAL_ESTATE

Example

DOMAIN DECLARATION

Domain Declaration

REAL_ESTATE = PROPERTY_STANDARD x CANONIC = Structure(property) x (C1, C2, Temporal, Relational, C5) = owned real estate vertical

LATTICE FORMULA

Lattice Formula

REAL_ESTATE = C1 ∩ C2 ∩ Temporal ∩ Relational ∩ C5 ∩ C6 = ENTERPRISE (#63)

Real Estate requires full Enterprise because:

  • C1: Listings, disclosures, and contracts make claims (price, condition, ownership)
  • C2: Public records prove ownership, liens, assessments, title chain
  • Temporal: Listing dates, contract deadlines, inspection periods, closing dates, recording timestamps
  • Relational: County jurisdiction, state licensing boards, MLS membership, brokerage relationships, lender requirements
  • C5: State real estate commission enforcement (FREC/DBPR in FL), NAR ethics committees, title insurance underwriters
  • C6: MLS data standards (RESO/RETS), IDX display rules, FAR/BAR contract forms, USPAP appraisal standards
AXIOMS

Axioms

1. Public Ledger

Real estate IS a public ledger. Every transfer, lien, and encumbrance is recorded with the county. The deed book is the original blockchain.

Example: Orange County Comptroller — Official Records search. Deed recorded at Book/Page. Instrument number is the hash. Recording date is the timestamp. The county recorder is the consensus mechanism. No private state — everything is public record.

2. Property as Entity

Each property is a governed entity with its own identity, history, and compliance state.

Example: Parcel ID 25-2330-1234-00-001 — this is the property’s identity. It has an assessor record (value), a recorder history (chain of title), a tax account (obligations), a zoning classification (permitted use), a flood zone designation (risk), and building permits (improvements). The property exists independent of its current owner. Owners change. The parcel persists.

3. Agent as Fiduciary

The licensed agent is a governed intermediary. Every action is a fiduciary obligation.

Example: A listing agent’s duties are contractually defined in the listing agreement. Every showing, every offer, every counteroffer, every disclosure is a governed action. The agent’s license number is their credential. The brokerage is their ORG. The MLS is their network. Every action = WORK = COIN.

4. Transaction as Lifecycle

Every real estate transaction follows a governed lifecycle from listing to closing.

Example: Pre-listing (CMA, listing agreement, disclosures) → Active (MLS, showings, marketing) → Under Contract (inspection, appraisal, title, financing) → Closing (settlement, deed transfer, recording) → Post-closing (tax proration adjustments, warranty claims). Each phase has required documents, deadlines, and compliance checkpoints.

5. Credential Chain

Every participant in a transaction MUST be credentialed. Agents, appraisers, inspectors, title agents, lenders — all licensed and verifiable.

Example: Agent license verified through DBPR (myfloridalicense.com). Appraiser license through FREAB. Home inspector through FL 468. Title agent through FL 626. Mortgage loan originator through NMLS. Every credential has a license number, status, expiration, and disciplinary history. All publicly verifiable.

SUBDOMAINS

Subdomains

SubdomainStandardFormulaDescription
ResidentialFAR/BAR + F.S. 475ENTERPRISESingle-family, condo, townhome
CommercialCCIM + UCCENTERPRISEOffice, retail, industrial, multifamily
AppraisalUSPAP + FIRREABUSINESSProperty valuation
TitleALTA + F.S. 627BUSINESSTitle search, insurance, closing
Property ManagementF.S. 475 + F.S. 83BUSINESSLeasing, maintenance, tenant relations
MortgageTRID + Dodd-FrankENTERPRISELending, underwriting, servicing
REGULATORY MAPPING

Regulatory Mapping

FrameworkLatticeScope
Fair Housing Act (42 USC 3601)5 governance checksAnti-discrimination
RESPA (12 USC 2601)5 governance checksSettlement procedures
TRID (Reg Z + RESPA)6 governance checksIntegrated disclosure
FL Statute 4755 governance checksAgent licensing
FL Statute 6894 governance checksProperty transfers
FL Statute 718/7205 governance checksCondo/HOA governance
FIRPTA (26 USC 1445)5 governance checksForeign seller withholding
USPAP6 governance checksAppraisal standards
EXAMPLE: PROPERTY CREDENTIALING VERTICAL

Example: Property Credentialing Vertical

`` DECLARE(PropertyCredential) = COUNTY_RECORDS x CANONIC

Where: COUNTY_RECORDS provides Structure: - Parcel ID (property identity) - Deed history (chain of title) - Assessment records (value) - Tax records (obligations) - Zoning/permits (entitlements) - Liens/encumbrances (burdens)

CANONIC provides Governance: - C1: Property claims stated (ownership, value, condition) - C2: County records as evidence - Temporal: Recording dates, assessment dates - Relational: County, state, MLS jurisdiction - C5: Title insurance underwriter verification - C6: RESO data standards

Result: PropertyCredential = ENTERPRISE (#63)

Credential Lifecycle: Search — Records pulled Verify — Chain confirmed Clear — Jurisdiction mapped Insure — Title commitment issued Certify — Property credentialed ``

EXAMPLE: REALTOR-CHAT SERVICE

Example: REALTOR-CHAT Service

`` DECLARE(RealtorChat) = PROPERTY_DATA x CANONIC

Where: PROPERTY_DATA provides INTEL: - MLS listing data - County public records - Market comparables - Neighborhood data - School ratings - Flood/environmental data

CANONIC provides CHAT: - Industry voice = Real Estate - Disclaimer = Not legal/financial advice - Agent credential = License number verified - Property credential = Parcel ID verified

CANONIC provides COIN: - Every showing inquiry = WORK - Every offer discussion = WORK - Every disclosure served = WORK - WORK = COIN = ledgered

Result: RealtorChat = INTEL + CHAT + COIN Each property gets its own governed agent Agent fleet scales with listings ``

VALIDATORS

Validators

ValidatorChecksExample Failure
C1Property claims statedListing without legal description
C2Public record verificationOwnership claimed without deed reference
TemporalDates and deadlinesExpired listing shown as active
RelationalJurisdiction and licensingAgent operating without state license
C5Regulatory complianceRESPA violation (undisclosed fees)
C6Data standard conformanceMLS fields missing required RESO attributes
APPLICATION

Application

To create a CANONIC real estate vertical:

Identify property (parcel ID, county, state) Create scope with CANON.md inheriting /REAL_ESTATE/ Pull public records (assessor, recorder, clerk) Verify chain of title (deed history) Document credentials (agent license, brokerage) Establish temporal controls (listing dates, contract deadlines) Map jurisdiction (county, state, MLS) Deploy REALTOR-CHAT (governed AI agent per property)

Result: Owned real estate vertical with public-record-verified governance.

CROSS-DOMAIN COMPOSITIONS

Cross-Domain Compositions

REAL_ESTATE × FINANCE = Mortgage governance, TRID compliance (RESPA + GAAP + Dodd-Frank) REAL_ESTATE × LAW = Title law, contract enforcement (FAR/BAR + UCC) REAL_ESTATE × QUALITY = Property inspection, appraisal standards (USPAP + ASHI) REAL_ESTATE × ENERGY = Energy efficiency, solar permitting (HERS + Title 24) REAL_ESTATE × MANUFACTURING = Construction management, building codes (ICC + OSHA) REAL_ESTATE × LOGISTICS = Moving/relocation, property furnishing (DOT + GSA) REAL_ESTATE × EDUCATION = School district mapping, campus real estate (NCES + SACSCOC) REAL_ESTATE × MEDICINE = Healthcare facility compliance (CMS CoP + FGI) REAL_ESTATE × DEFENSE = Military housing, BRAC governance (DLA + DoD) REAL_ESTATE × AGRICULTURE = Agricultural land, conservation easements (NRCS + F.S. 570)

10 cross-domain compositions. Each strengthens PROV-001 and PROV-002 patent claims.

LIVE PROOF — HADLEY LAB

Live Proof — Hadley Lab

Same 8 MAGIC dimensions as MammoChat. Different domain constraints. Identical governance proof. The real estate fleet demonstrates that MAGIC 255 is domain-agnostic — the architecture works whether the subject matter is a BI-RADS finding or a Lake Nona listing.

ProductDeploymentStandardsURL
REAL-TALKJP Capital Realty · 3 agents · $12.2M portfolioFAR/BAR + USPAP + F.S. 475 + flood zone[hadleylab-canonic.github.io/CHAT/REALTY/](https://hadleylab-canonic.github.io/CHAT/REALTY/)
PRIOR ART LANDSCAPE

Prior Art Landscape

Gap: No existing system provides governance-gated real estate transactions with O(1) bitwise compliance checking across public records, title chain, licensing, and cross-domain composition.

CompetitorApproachMAGIC checkset Distinction
Zillow/ZestimateAVM property valuation, listing aggregationConsumer estimates, no governance language, no bitwise compliance
CoStar/LoopNetCommercial real estate data + analyticsData platform, no governance framework
CorelogicProperty data, title/tax recordsData aggregation, no governance gates, no O(1) checking
Dotloop (Zillow)Transaction management + e-signingWorkflow tool, no compliance encoding
Matterport3D property scanning + digital twinsVisualization, no governance integration
PATENT MAPPING

Patent Mapping

*REAL_ESTATE SPECIFICATION VERTICALS INDUSTRIES*
PROVRelevanceClaims
PROV-001PRIMARYMAGIC private-check encoding for property governance verification
PROV-002PRIMARYCOIN=WORK for transaction attestation, showing/offer evidence
PROV-004SupportingTranscompilation of RESPA/TRID/USPAP standards to governed executables
PROV-003SupportingFederated property governance across jurisdictions
TALK AUTO