Property intelligence infrastructure

The operating system for
title resolution.

ParcelForge builds complete property intelligence, constructs the chain of title, detects defects, classifies severity, recommends the cure, and generates the legal documents — in minutes instead of days. We're launching in Mississippi, the most manual title environment in the country, and expanding nationwide.

Live across all 82 Mississippi counties 8 defect categories · 103 curative templates
Return on investment

What you save, after what it costs.

Every manual hour is time a title company pays for — and every defect caught early is a closing that doesn't stall. This nets your labor savings against your actual plan cost. Move the sliders to your own numbers.

Your numbers

Defaults reflect typical Mississippi residential work.
Plan
Properties per month20
Hours per file, by hand6.0 hrs
Blended labor rate$100/hr
TitleCure AI completes a comparable file in about 45 minutes. Legal: $199/mo + $35 per property processed. Estimates only; adjust to your own figures.
Net monthly savings
$9,601
labor saved, after your TitleCure plan
$10,500labor saved / mo
$899TitleCure cost / mo
$115Knet per year
12×return on spend
At the Solo Legal plan, every $1 spent on TitleCure returns about $12 in labor saved.

TitleCure AI isn't here to replace experienced abstractors and title professionals.

It's here to eliminate the thousands of hours spent gathering information, so those professionals can spend more time applying their expertise where it matters most.

The status quo

Title defect work is still done by hand — usually with a legal pad.

Before any home, farm, or commercial property can be bought, sold, or financed, someone has to prove the owner owns it free and clear: no hidden liens, no missing heirs, no tax sale buried in a county record from 30 years ago.

In most of the country that's done entirely by hand. An attorney or abstractor drives to the courthouse, pulls physical deed books, searches handwritten indexes 40–60 years back, and pieces the chain together one document at a time. When they find a problem — and they usually do — they draft the cure from scratch. In Mississippi alone, more than 1,500 real estate attorneys do this across 82 counties.

By hand, today
2–3 hrs
per property · $500–$1,200 in attorney time
With TitleCure AI
30–45 min
per property · defects found, classified, drafted
Where we fit

It starts where every other piece of title software stops — the moment something is broken and an attorney has to fix it before the deal can close.

It's stayed unsolved because it takes two things that rarely meet: deep state-specific property law and structured software logic. Closing platforms like SoftPro and RamQuest assume a clean chain of title. TitleCure begins the moment that assumption breaks.

Not a closing tool Not a data API Not document retrieval A defect resolution engine ✓
How it works

From parcel to marketable title.

One continuous pipeline turns a raw parcel into a cured, marketable title — the manual work of days, in minutes.

Parcel
Property Intelligence
Chain Construction
Defect Detection
AI Analysis
Curative Documents
Attorney Review
Marketable Title
VOIDthe deal can't close
VOIDABLEfix it before closing
CAUTIONdocument it and move on
NON-FATALnote for the record
AtlasVA· Virtual Abstractor

The abstractor that works the courthouse for you.

Enter a parcel and AtlasVA does what used to take a courthouse trip and a legal pad — it finds the property, pulls every recorded instrument, reads each one into structured data, and assembles a lineage-complete chain of title. Across all 82 Mississippi counties, in minutes.

8-stage ingestion pipeline All 82 MS counties 40, 60-year & custom search windows Instruments cached & reused Flood, wetlands & water-adjacency

Find any property

Search by parcel ID, PPIN, address, or owner name. AtlasVA confirms ownership, legal description, assessed value, and last sale before it begins.

County-aware retrieval

It knows the right records source for each of the 82 counties and pulls the recorded instruments automatically — no courthouse trip, no manual index searching.

Reads every instrument

AtlasVA captures each record image and TitleCure AI reads it into structured data — recording and execution dates, book/page, grantor and grantee, grantor capacity, spousal joinder, consideration, and legal description.

Classifies and builds the chain

Every instrument is normalized to a standard type, then assembled into the grantor-to-grantee chain, oldest to most recent, with gaps flagged along the way.

Parcel-lineage reconstruction

It detects parcel creation anchors and resolves subdivision parent-tracts, retrieving upstream instruments for a lineage-complete abstract — not a search-window-limited list.

Feeds the assessment modules

The structured chain auto-answers a large share of the statutory assessment questions, so examiners spend their time on judgment calls — not data entry.

A previously seen instrument is served from AtlasVA's index cache instantly — so parcels in the same subdivision or chain reuse work already done.
See it in action

From a parcel to a cured chain, on screen.

The real workflow: find a property, pull its full profile, and build the chain in the Abstract Builder — then run the modules and generate the documents.

Step 1 · Property Intake

Start with any property

Open with Property Intake and search, or reload a recent property to pick up exactly where you left off — every file remembers its prior work.

TitleCure AI
Title Defect Resolution Platform
Property Intake
Your recent properties
LOW
PPIN 118204
100 EXAMPLE DRIVE, GULFPORT, MS 39500
DOE, JANE A
0 issues · 0 inst11m ago
Step 2 · Property Profile

One property profile, shared everywhere

Search by parcel, PPIN, address, or owner and the profile auto-populates — ownership, legal description, values, section/township/range, instruments, and tax history. Enter it once, use it in every module.

Property Profile
Property Intelligence
PPIN118204
OwnerDOE, JANE A
Address100 Example Drive, Gulfport, MS 39500
LegalLot 12 Example Subd Phase 1
Total Value$120,000
Instruments42 on record · no tax sales found
Step 3 · Abstract Builder

Build the chain in the Abstract Builder

Let AtlasVA assemble the chain automatically in Virtual Abstractor mode, or record instruments yourself with Guided and Direct Entry. Set the window — 40, 60-year, or custom — and work across Chain of Title, Instruments, Gaps & Flags, and the final Abstract.

Abstract Builder
✨ Virtual Abstractor Guided Mode ⚡ Direct Entry
Chain of Title Instruments Gaps & Flags Abstract
Title Abstract
Parcel 118204 · Harrison · Jan 1, 1986 – present
40-year search ▾
New Property — Start Your Abstract
Run the Virtual Abstractor, or enter instruments manually as you find them at the courthouse.
+ Start Adding Instruments
Step 4 · The Abstract

A court-quality abstract, generated

Every section a title attorney expects — chain of title, encumbrances, easements, judgments, probate, tax, exceptions, and certification — assembled into one document, flagged for review, with a PDF copy of every recorded instrument appended, and exportable to Word. Here's a live sample.

Download sample abstract (PDF)
Title Abstract · 42 instruments
TITLE ABSTRACT
Harrison County, Mississippi
§ I-AChain Status
Chain completenessContinuous
GIS matchVerified
Anchor instrument19900008153
Corp authorityVerify
Defect detection flags

• Corporate authority — officer confirmation required
• Spousal joinder — confirm on vesting deed

§ IVChain of Title
Warranty Deed
Roe, John B → Doe, Jane A · Bk D / 0 · 2/3/2020
Deed of Trust · open
Doe, Jane A → Community Mortgage Inc · Bk T / 0
§ XIVTitle Exceptions
Ownership chain continuousRecording dates presentLegal description verifiedTax status verified
Compiled by AtlasVA. Subject to examination and title opinion by a licensed Mississippi attorney.
The eight modules

Every Mississippi title defect category, encoded to statute.

Authored by a practicing Mississippi title attorney from over 25 years of active case work — not secondary research.

Tax Sale Notification

28 questions · 23 defects
Ch. 27-41 / 27-43

Heirship & Probate

17 questions · 13 defects
§§ 91-1, 91-7 · UPHPA

Lien Release

17 questions · 13 defects
§ 89-5-25 · § 85-7-131

Deed & Conveyance

14 questions · 11 defects
§ 89-1-29 · § 89-5-1

Mineral Rights

10 questions · 8 defects
§ 89-1-1 · § 53-3-7

Boundary & Survey

12 questions · 9 defects
§ 15-1-7 · § 65-7-77

Divorce Conveyance

9 questions · 7 defects
§ 93-5-1

HOA & Easements

13 questions · 8 defects
§ 89-9-1
8modules 120assessment questions 93defect codes 103curative templates 82MS counties, live
Inside every file

The whole property, on one screen.

Every file opens on the Property Dashboard: overall risk, module progress across all eight statutory modules, and an AI case brief — before you run a thing. Two live chain views then keep the history readable end to end.

Property Dashboard
AI ANALYZED42 instruments · 3 findings
MEDIUM
PPIN 118204
100 EXAMPLE DRIVE, GULFPORT, MS 39500
Harrison County
Owner: DOE, JANE A
Legal: LOT 12 EXAMPLE SUBD PHASE 1
Instruments
42
Findings
3
Defects
1
Modules done
5 / 8
Module Progress
Deeds
Clean
2
Heirship
2 caution
Divorce
Clean
1
Liens
1 voidable
Minerals
Running
HOA, POA & Easements
Clean
Boundary
Not run
Tax Title Intelligence
Not run
Executive Summary

ParcelForge Case Overview

Five of eight modules complete. One voidable lien and two advisory flags detected — resolve the lien and finish the remaining modules to clear for confirmation.

Overall Risk
MEDIUM
Void Defects
0
Voidable
1
Caution / Non-Fatal
2
Modules Run
5 / 8
Unresolved
3
AI Case Brief

What TitleCure AI Sees

One voidable defect and two advisory flags detected. Resolve the voidable lien, then run the Boundary and Tax Title Intelligence modules to clear the file for confirmation review.

Recommended next actions
  1. Clear the voidable lien flagged in the Liens module.
  2. Complete the Boundary and Tax Title Intelligence modules.
Visual Chain of Title

Every instrument, oldest to most recent

The full chain lays out left to right — each recorded instrument as a card showing the FROM and TO parties, the instrument type, and its book and page, with "continues" links tracing the conveyance forward. Color-coded by book type: deed, trust, and plat.

Chain of Title
42 instruments — oldest to most recent
5/7/1991
Easement
FROM
Coastal Land Company
TO
Gulf Power Association
Bk D / Pg 165
Continues
2/6/1995
Partial Release
FROM
Sunbank, N.A.
TO
Harbor Properties Inc
Bk T / Pg 148
Continues
9/6/1995
Partial Release
FROM
Fidelity Holdings Inc
TO
Terry Realty Inc
Bk T / Pg 591
Continues
Grantor / Grantee Chronology

The same chain, as a sortable table

Date, grantor, grantee, instrument type, and book/page in one sortable view. Type badges are color-coded by book — deed, trust, and plat — and chain gaps, unreleased encumbrances, missing spousal joinder, and tax-sale indicators are flagged automatically.

Grantor / Grantee Chronology
DateGrantorGranteeTypeBook/Page
5/7/1991Coastal Land CompanyGulf Power AssociationDeed Bk-EasementD / 165
2/6/1995Sunbank, N.A.Harbor Properties IncTrust Book-PartialT / 148
9/6/1995Fidelity Holdings IncTerry Realty IncTrust Book-PartialT / 591
7/7/2010Home Finance LLCGrand Realty LLCTrust Book-ReleaseT / 0
4/3/2018Example HOA IncExample Subdivision Ph 1Deed Bk-AmendmentD / 0
2/3/2020Roe, John BDoe, Jane ADeed Bk-WarrantyD / 0
2/3/2020Doe, Jane ACommunity Mortgage IncTrust Bk-Deed of TrustT / 0
8/13/1990Coastal Land CompanyThe PublicPlat Book-PlatP / 17
Who it's for

Built for everyone who touches the chain of title.

From the abstractor at the courthouse to the attorney who signs the opinion — TitleCure meets each role where the work actually happens.

Title & closing attorneys

Issue title opinions on every transaction. Cut 2–3 hours of defect research and drafting to under an hour, with citations attached.

Core workflow user

Tax-sale attorneys

Run 50–200 property batches through confirmation. The Tax Sale module maps notification, redemption, and chancery confirmation defects at portfolio scale.

Highest-volume segment

Abstractors

Build and export a clean abstract in the Abstract Builder, with instruments parsed and the chain assembled automatically from courthouse records.

Primary daily user

Title companies & agents

Standardize defect assessment across every file and every county. One engine, 82 counties, consistent statutory classification firm-wide.

Multi-user teams

Real estate lenders

Title has to be clear on every loan you fund. Surface curable defects early, before they stall a closing or a funding.

Every funded loan

Investors, realtors & researchers

Catch title problems before they kill a deal. Look up a parcel, let AtlasVA assemble the chain, and know what needs curing — no courthouse trip required.

Pre-deal diligence
Pricing

A monthly base plus per-property usage.

Every plan includes all eight modules and all 82 counties, and is billed by named users. A property search stays valid for 60 days — re-work inside that window is never re-billed.

Solo Researcher
$49/mo
+ $8 / property
1 named user · 3 properties included / mo
Investors, realtors, wholesalers, and acquisition teams running pre-deal diligence.
Solo Abstractor
$99/mo
+ $15 / property
1 named user · 5 properties included / mo
Independent abstractors and title searchers building chains for attorney clients.
Solo Legal
$199/mo
+ $35 / property
1 named user · pay per property
Solo attorneys and title professionals who take a file all the way to a legal opinion.
Professional
$399/mo
+ $25 / property
3 named users
Title companies and firms running steady volume — a lower per-property rate for the team.
Business
$799/mo
+ $15 / property
5 named users
Growing title operations that need the lowest per-property rate across the team.
Enterprise
Custom
SSO · API · White Label
Volume tiers · named users per contract
Enterprise title and lending operations with custom security, integration, and branding needs.
What each plan can access
Capability Researcher Abstractor Legal Professional Business Enterprise
AtlasVA
Property Intake
Property Summary
Risk Analysis
Instrument Search
OCR Review
Chain Creation
Final Abstract
Defect Analysis
Curative Module
Legal Opinions
Curative Approval
Multiple Users
SSO / SAML
API & Integrations
White Label
Why Mississippi

We started where title work is hardest — on purpose.

Mississippi wasn't a fallback — it was built in the most difficult title environment in America, on purpose. Get it right in the toughest jurisdiction in the country, and the rest of the map gets easier, not harder. Now we're expanding nationwide.

Every module, question, and defect code in TitleCure AI was authored from active Mississippi title practice — not secondary research.
01

The hardest environment in the country

No central title database, no title plants, no shortcuts. Every chain is rebuilt by hand at the county Chancery Clerk's office, 40–60 years deep, across all 82 counties. A platform that can resolve title here can resolve it anywhere.

02

That complexity is the point

The eight modules, 120 questions, and 93 defect codes were built against the hardest version of the problem. Every edge case that exists in the simpler states already exists in Mississippi — so expanding is a content exercise, not a rebuild.

03

Built by someone who does this work

TitleCure's statutory content comes from a practicing Mississippi title attorney and live Gulf Coast case experience — every question, citation, and curative path reflects how the job is really done, backed by real relationships across the state bar.

Coverage

Mississippi is the beachhead — not the destination.

The hard part is done. Expanding is a content exercise, not a rebuild — the platform architecture doesn't change, only the statutory content. Each new state is 3–4 months of content on the same engine.

Phase 1● Live

Mississippi

All 82 counties, 1,000+ practices, zero competing software. Proving the model on real files with real attorneys — building usage data and paying users before expansion.

Phase 2Next

The Southeast

Alabama first, then Georgia, Florida, and Texas — the same abstract-state framework and the same courthouse-research problem. The platform is already built; only the statutory content changes.

ALGAFLTX
Phase 3Vision

National infrastructure

Every abstract processed leaves a structured record. Over time that compounds into a title plant — a queryable property knowledge graph covering every parcel in every abstract state.

Property knowledge graph
Where this goes

Title search becomes a database query.

In Texas and California, title companies keep private title plants — databases of every recorded instrument, so a search is instant. Mississippi and most abstract states have nothing like it; every search starts cold. ParcelForge is building the public-access version: a continuously updated knowledge graph where every parcel, deed, mortgage, lien, tax sale, and release is a node — and the relationships between them are queryable.

One parcel, resolved into a graph
Parcel Owner Deed Mortgage Lien Release Tax Sale Probate
What takes an abstractor two to four hours at the courthouse takes seconds — and it compounds. A parcel searched once is already partly built the next time, its known defects already flagged. No competitor can replicate that without the same years of volume.
Technology

Not an LLM wrapper. An intelligence platform.

ParcelForge pairs AI with deterministic legal reasoning over a proprietary property knowledge graph — a rules engine, graph algorithms, and encoded statute working together, not a single model guessing.

AI + deterministic reasoning

It reasons like a title attorney — and shows its work

Every finding traces a deterministic path: from the instrument, to the rule it triggers, to the statute, to the severity, to the recommended cure — with a confidence score attached. Explainable, repeatable, defensible. No black box.

Knowledge graph Rules engine Graph algorithms Chain analysis
Live reasoning · Parcel 118204
Warranty DeedRoe → Doe · Bk D / 0
Grantor mismatch detectedvested owner ≠ grantor of record
Missing probatedeceased co-owner, no estate of record
Severity: VOID§ 91-1 · chain broken
Recommended cureAffidavit of Heirship
Confidence98.7%
System architecture

Disconnected records in. Legal intelligence out.

County RecordsGISTaxProbateCourtRecorderAssessments
ParcelForge Platform
ingestion · county normalization · OCR
Property Knowledge Graph
parcels · parties · instruments · relationships
TitleCure AI
AI + deterministic legal reasoning
Defect Detection → Curative Generation → Attorney Review
Marketable Title
Competitive moat

Why nobody else can build this.

Four layers of proprietary work — each a multi-year effort on its own, and only valuable when combined.

Proprietary county normalization

82 counties, one clean schema

Every Mississippi county records differently — different systems, book/page conventions, and document formats. ParcelForge normalizes all 82 into one structured schema, with OCR tuned on real courthouse records.

  • Recording systems
  • Book/Page variations
  • OCR normalization
  • 82 counties
Property knowledge graph

Every entity, connected

Grantors, grantees, parcels, tax, GIS, probate, court actions, and ownership history linked as a queryable graph — the substrate that turns disconnected records into legal intelligence.

  • Grantors & grantees
  • Parcels
  • Tax & GIS
  • Probate & courts
  • Ownership history
Attorney-authored legal reasoning

Encoded property law

Thousands of rules authored by a practicing title attorney — statutes, recording requirements, and curative workflows mapped to how the work is really done. Not scraped, not guessed.

  • Attorney-authored rules
  • Mississippi statutes
  • Recording requirements
  • Curative workflows
Patented technology

Defensible by design

The chain-construction, defect-classification, and curative-generation methods anchor a growing patent portfolio — protecting the core of how a parcel becomes marketable title.

  • Chain analysis
  • Defect classification
  • Curative generation
AI + deterministic reasoning

Not simply an LLM wrapper.

Anyone can call a model. ParcelForge combines a proprietary knowledge graph, a deterministic rules engine, graph algorithms, encoded legal workflows, and chain analysis — so results are explainable, repeatable, and defensible in front of an attorney. The AI accelerates the work; the reasoning is deterministic.

Knowledge graphRules engineGraph algorithmsLegal workflowsChain analysis
Comparison

Why ParcelForge.

Traditional title search retrieves documents. Other AI tools stop at extraction. ParcelForge takes a parcel all the way to marketable title.

CapabilityTraditional Title SearchOther AI SolutionsParcelForge
Document Retrieval
OCR
Chain ConstructionManualPartial
Ownership Graph
Defect DetectionPartial
Severity Classification
Curative Recommendations
Curative Document Generation
Knowledge Graph
Mississippi Legal Rules
Patent Portfolio
Enterprise APIsPartial
The vision

Every real estate transaction begins with trusted property intelligence.

ParcelForge is building the operating system that transforms disconnected county records into structured legal intelligence. Today we solve title defects. Tomorrow we power every property decision.

The company

ParcelForge is building the infrastructure layer for property intelligence.

TitleCure AI is where we start: eliminating the inefficiency of manual title defect resolution, beginning in Mississippi and expanding into the definitive infrastructure layer for property records nationwide.

ParcelForge, Inc. · Delaware HQ · MS Gulf Coast Founded · 2025
82-county API is live Parser tested on real abstracts Document export works

The product is not a pitch. It runs.

Skip NegrottoCEO & Co-founder

Practicing Mississippi title attorney with 25+ years handling complex title defects across dozens of counties. He designed every module from live case experience — every question, statute citation, and curative path reflects how he actually does this work today.

Daryl GambrellCTO / COO & Co-founder

Technology executive with 25 years in enterprise software and cloud architecture — prior VP and executive roles with P&L responsibility across AI/ML operations, security compliance, and large-scale infrastructure. Sole builder of the entire platform.

See TitleCure on one of your own files.

The product is built. The data pipeline is live. There's no competing software. Bring a parcel or an abstract you're working, and we'll walk the chain, surface the defects, and generate the curative documents — live.

Prefer email? support@parcel-forge.com
Opens your email client, addressed to support@parcel-forge.com.
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