AI-Powered Transaction Intelligence

Know every risk
before you close

Upload inspection reports and disclosures. Get AI-powered risk scores, cost-to-cure estimates, permit history, and negotiation framing — in minutes.

From $49/report  ·  No subscription  ·  Credits never expire
8+Document types
<10minReport delivery
$49Starting price
29%Saved on 10-Pack
6Intelligence modules
What You Get

Six intelligence modules,
one powerful report

Everything you need to negotiate confidently — delivered minutes after upload.

Disclosure Verification

Cross-reference every seller disclosure against all inspection findings. Flag omissions before you're legally bound.

Cost-to-Cure Estimates

Localized repair pricing for every issue — critical, moderate, and cosmetic — so you know exactly what to negotiate.

Permit History & Flagging

Full building permit record. Unpermitted additions and expired permits surfaced with clear implications.

Home Depot Bill of Materials

Localized materials list for every issue — a concrete starting point for repair scoping and contractor talks.

Risk Scores

Priority ranking so deal-breakers are immediately visible and cosmetic issues can be skipped in negotiations.

Negotiation Framing

Ready-to-use request language and strategy for every finding — backed by data, not guesswork.

Who It's For

Built for every professional
in the transaction

Home Buyers

Understand exactly what you're buying before you're legally bound.

  • Negotiate with data-backed confidence
  • Catch seller omissions before closing
  • Know what each issue costs to fix

Real Estate Professionals

Empower your clients with precision, data-backed intelligence in seconds, not hours.

  • Outpace the market with AI-driven analytics that reveal hidden value
  • Enter every room with total informational dominance and unshakeable prep
  • Cement a legacy of elite outcomes that turn every closing into a referral engine

Real Estate Attorneys

Comprehensive risk analysis and disclosure discrepancy reports.

  • Catch omissions early with documented evidence
  • Support transactions with structured data
  • Streamline pre-closing review workflows

Home Inspectors

Enhance your deliverables with richer context and cost data.

  • Add localized cost estimates automatically
  • Surface permit history alongside findings
  • Position your services at a premium tier
Document Support

Every document in your transaction, analyzed

Most tools handle one type. Liminal Spaces reads the entire transaction stack and finds connections across every page.

  • Standard home inspection reports
  • Transfer Disclosure Statement (TDS)
  • Seller Property Questionnaire (SPQ)
  • Agent Visual Inspection Disclosure (AVID)
  • Termite reports and work orders
  • Fumigation Completion Certificate & SPCB notice
  • Roof, Pool, Spa, HVAC, Plumbing & Sewer inspections
  • Any repair receipt or contractor quote
Why It Matters

TDS vs. Inspection

Sellers must disclose known defects. Our AI catches what was missed — or intentionally omitted.

Permit History Matters

Unpermitted additions can become the buyer's liability. We pull the full permit record for every property.

Local Pricing = Real Numbers

Cost estimates use local labor and material rates — not national averages — for precise negotiation leverage.

FAQ

Common questions

Every report includes full AI-powered property analysis, permit history and flagging, repair cost estimates with a Home Depot bill of materials, a negotiation summary, and contractor recommendations. Disclosure verification automatically cross-references all uploaded documents.
Most reports are delivered within 10 minutes. Complex transactions may take slightly longer but rarely exceed 20 minutes.
No. 5-Pack and 10-Pack credits never expire. There's no deadline and no monthly reset.
Yes. All payments use Stripe with 256-bit SSL encryption. Documents are processed securely and deleted after report generation. We comply with CCPA, CPRA, and GDPR.
We're currently optimized for California real estate, including TDS, SPQ, AVID forms and localized cost data. Additional states are in development.
Under CCPA/CPRA, California residents may request access, deletion, correction, and portability of personal data, and opt out of data sale/sharing. Under GDPR, EU/UK residents have the same rights plus the right to restrict processing. Email donnabower@liminalspaces.ai with "Privacy Request" in the subject line. We respond within 30 days.

Stop guessing.
Start negotiating with data.

Upload your transaction documents and get a complete intelligence report in minutes.

The Process

From documents to
negotiation-ready

No expertise required. Our AI reads every page, cross-references every disclosure, and delivers actionable intelligence in minutes.

Step by Step

Three steps, complete intelligence

01

Upload Your Transaction Documents

Drop in any combination of inspection reports, TDS, SPQ, AVID, termite reports, or other transaction documents. PDFs and scanned files both work. Upload all documents from a single transaction at once — the more you provide, the richer the cross-referencing.

Inspection ReportsTDS / SPQ / AVIDTermite ReportsHVAC / Roof / SewerRepair Receipts
02

AI Analyzes & Cross-References Everything

Our AI reads every page simultaneously, cross-references disclosures against inspection findings, identifies unpermitted work by pulling live permit records, assigns risk scores, and calculates localized repair costs using regional data.

Disclosure vs. InspectionLive Permit DataRisk ScoringLocal Cost Data
03

Receive Your Complete Intelligence Report

Within minutes: risk-prioritized findings, cost-to-cure estimates, Home Depot bill of materials, contractor recommendations, and ready-to-use negotiation framing. Everything you need to walk in with data, not instinct.

Risk ScoresCost EstimatesBOM ListNegotiation FramingContractor Recs
Your Report

What you receive in every report

Six intelligence modules delivered in a single comprehensive report — usually within 10 minutes.

Disclosure Verification

Side-by-side comparison of TDS disclosures vs. inspection findings. Every discrepancy flagged with supporting evidence.

Cost-to-Cure Estimates

Localized repair pricing organized by urgency: critical (negotiate now), moderate (schedule), cosmetic (skip).

Permit History Report

Full building permit record. Unpermitted additions flagged with their legal and financial implications.

Home Depot Bill of Materials

Itemized materials list for every repair — with local pricing — so you and contractors start from the same page.

Risk Priority Scores

Each finding scored by impact, urgency, and negotiation leverage so you instantly see where to focus your ask.

Negotiation Framing

Ready-to-send language for each repair request, structured as a professional credit or concession ask.

The Difference

Without Liminal Spaces vs. with it

✕ Without Liminal Spaces
  • Skim the inspection summary and hope you caught everything
  • Guess at repair costs or pay for a separate estimate
  • Miss seller omissions hidden in the TDS fine print
  • Negotiate on instinct with no data to back your ask
  • Discover unpermitted work after closing
✓ With Liminal Spaces
  • Every finding risk-scored and prioritized automatically
  • Localized cost-to-cure estimates for every issue in minutes
  • TDS vs. inspection discrepancies flagged with documentation
  • Ready-to-use negotiation language backed by data
  • Full permit history pulled and flagged before you commit

Ready to see it
on your transaction?

Get your first report in under 10 minutes, starting at $49.

Plans & Pricing

Simple, transparent
pricing

No subscriptions. No commitments. Start free with our Beta — or go straight to a paid plan.

View Sample Report

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Beta Program — Now Open

Try Liminal Spaces completely free

We're onboarding our first 50 beta users at no cost. In exchange, we ask for your honest feedback and participation. As our thanks, beta members lock in a 25% lifetime discount when they upgrade to a paid plan.

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1 full AI-powered report — free in exchange for your feedback
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25% lifetime discount when you upgrade
Apply for Beta →
  • 1 free AI-powered report
  • Permit history & flagging
  • Repair cost estimates with BOM
  • Negotiation summary
  • Contractor recommendations
  • Disclosure verification
  • Add your branding to each report
Pay As You Go
Single Report
Full AI-powered property report — pay once, use once
$49
per report
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  • Full AI-powered property report
  • Permit history & flagging
  • Repair cost estimates with BOM
  • Negotiation summary
  • Contractor recommendations
  • Secure checkout via Stripe
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5 reports — credits never expire, use anytime
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  • Everything in Single Report
  • 5 property reports
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  • Customized reports via direct contact
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  • Everything in Single Report
  • 10 property reports
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  • Customized reports via direct contact
  • Add your branding to each report
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Full feature comparison

Feature
Beta · $0
Single · $49
5-Pack · $199
10-Pack · $349
Pricing
Price per report
$0
$49.00
$39.80
$34.90
Savings vs. single
Free
Save 19%
Save 29%
Credits expire?
N/A
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Never
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Every Report Includes
Full AI-powered property analysis
Permit history & flagging
Repair cost estimates
Home Depot bill of materials
Negotiation summary
Disclosure verification
Pack Extras
Customized reports via contact
Add your branding to each report
Credits never expire
N/A
N/A
Add-Ons

Enhance any report

Available on top of any single report or pack.

Rush Delivery

Guaranteed report delivery in under 3 minutes. Ideal for same-day negotiations or tight contingency windows.

$19 per report

Re-Analysis Credit

New documents mid-transaction? Re-run full analysis with updated files and get a fresh report.

$29 per re-run

Expert Review Call

30-minute video call with a transaction intelligence specialist to walk through your report and strategy.

$149 per session
Billing FAQ

Pricing questions answered

No. 5-Pack and 10-Pack credits never expire. Use them weeks, months, or years after purchase.
We accept Visa, Mastercard, and American Express via Stripe. All transactions use 256-bit SSL. We do not store card details.
Yes. 5-Pack and 10-Pack customers can contact donnabower@liminalspaces.ai to request custom report formats.
Purchase multiple packs — they stack and never expire. For high-volume or brokerage needs, contact us at donnabower@liminalspaces.ai.
Beta access is completely free — we cover your first full AI-powered report at no cost. In exchange, we ask that you complete a short feedback survey after receiving your report and share your honest thoughts on what worked, what didn't, and what you'd like to see. As our thank-you for participating, all beta members receive a 25% lifetime discount when they upgrade to any paid plan. Beta spots are capped at 50 users and may close at any time.
Yes. Beta participants who upgrade to any paid plan — Single Report, 5-Pack, or 10-Pack — receive 25% off for life. The discount applies to every purchase you make as long as you remain an active user. Email donnabower@liminalspaces.ai with your beta feedback submission to claim your discount code.

Start free with Beta —
or jump straight to a plan.

50 beta spots available. No setup. No subscriptions. Know every risk before you close.

Insights & Guides

The Transaction Intelligence Blog

Expert guides on real estate due diligence, negotiation strategy, and AI-powered transaction analysis.

Latest Articles

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AI-powered inspection analysis from $49. No subscriptions.

Our Team

The people behind
Liminal Spaces

A team of real estate professionals, engineers, and AI researchers building better tools for smarter transactions.

Meet the team

Donna Bower
Founder & CEO
Real estate professional and entrepreneur building AI tools that give buyers and agents the data edge they need in every transaction.
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What Drives Us

Built on a belief that data wins

Every feature comes from a simple conviction: better information leads to better real estate decisions.

Accuracy First

Every cost estimate, risk score, and permit flag is grounded in real, localized data — not national averages or guesswork.

Speed Matters

Real estate deals move fast. We deliver comprehensive intelligence in minutes so you're never left waiting when it counts most.

Built for Professionals

We built Liminal Spaces alongside agents, buyers, inspectors, and attorneys — every feature solves a real problem they told us about.

Join professionals
closing smarter deals.

Get your first AI-powered transaction report in under 10 minutes.

Sample Report

See exactly what
you'll receive

A real AI-generated transaction intelligence report — Sunset Ridge Estate, Dana Point CA.

Jane Doe
Real Estate Agent | DRE #734742849
contactme@test.com | (555) 555-5555
742 Oceanview Terrace
Dana Point, CA 92629
Liminal Spaces
info@liminalspaces.ai | (949) 841-5161
Generated: April 2, 2026
Risk Score
MEDIUM
Property Overview
Sunset Ridge Estate
742 Oceanview Terrace, Dana Point, CA 92629
Listing Price: $2.8M | Type: House | Bedrooms: 5 | Bathrooms: 6 | Sqft: 4,870
Seller: John Smith | Buyer: Jane Doe | Agent: Jane Doe
Escrow: Pacific Coast Escrow, File #PCE-26104 | Closing: May 29, 2026
Documents Analyzed
Document NamePages
General Home Inspection Report.pdf258
Termite & Pest Inspection.pdf12
Natural Hazard Disclosure (NHD).pdf34
12 Total Issues
3 Unpermitted
$18,134 Est. Repair Cost
0.6% of Listing Price
Property Issues
12 total
Critical Issues — Fix Before Closing
These items pose safety, structural, or legal risks and should be addressed before closing.
6 items | $13,075
IssueSubsystemStatusDisclosureCost Est.Details
Flashing Maintenance Needed Roofing Open undisclosed $3,250 Based on the current age of the roof system, all roof penetrations and flashings should be resealed to prevent leaks during the rainy season.
Senate Bill 442 Pool Safety Compliance Pool & Spa Open undisclosed $2,875 A minimum of two drowning prevention methods must be installed by the sellers prior to transfer. The home had none installed.
Missing AFCI Circuit Breakers Electrical Open undisclosed $1,040 The 2020 NEC requires all 120v 15 and 20 amp branch circuits be protected by AFCI breakers to reduce fire risk.
Child Barrier Fence Recommended Landscaping & Grounds Open undisclosed $2,587.50 A properly installed child barrier fence is highly recommended for pool safety.
R-22 Refrigerant Warning HVAC Open undisclosed $2,000 The EPA has mandated cessation of R-22 refrigerant distribution. Servicing R-22 equipment will become cost prohibitive.
Corrosion Noted at Plumbing Plumbing Open undisclosed $1,322.50 Evidence of corrosion was noted. Prone to leaks. Replacement recommended.
Moderate Issues — Negotiate or Budget
These items should be negotiated as credits or budgeted for post-closing repair.
3 items | $1,909
IssueSubsystemStatusDisclosureCost Est.Details
Water Stains in Garage Ceiling Interior & Finishes Open undisclosed $1,500 Water stains were noted in the garage. No moisture on the day of inspection. Hidden damage may exist in areas not readily visible.
Smoke Detector Outdated Fire Safety Open undisclosed $150 Smoke detector is outdated. Replacement recommended per current standards with combination smoke and carbon monoxide detector.
Calcium & Corrosion at Shut-Off Valve Other Open undisclosed $259 Calcium and corrosion at the hot water heater shut-off valve. Early indication of valve failure, subject to future leaks.
Minor Issues — Monitor
Low-priority items to be aware of. Monitor over time.
3 items | $3,150
IssueSubsystemStatusDisclosureCost Est.Details
Furnace System Outdated HVAC Open undisclosed $1,400 The furnace system is outdated and considered inefficient. Client should consider the cost of upgrades prior to close of escrow.
Ductwork Resealing Needed HVAC Open undisclosed $1,400 Based on age and condition, ductwork should be resealed for energy savings and cleaned for indoor air quality.
Grease Buildup on Vent Hood Other Open undisclosed $350 Grease buildup was noted on the vent hood. Cleaning is recommended as part of regular maintenance.
Total Estimated Repair Costs
$18,134
Unpermitted Work
3 unresolved | 3 critical
Electrical
No permit found — Missing AFCI Circuit Breakers
High Open
Permits & Compliance
No permit found — Rodent activity present in attic
High Open
Pool & Spa
No permit found — Child barrier fence is required for pool safety
High Open
Negotiation Leverage
Ask for Credit
$18,134
Basis
Based on 12 unresolved issues — 0.6% of the $2.8M listing price. All undisclosed by seller on TDS.
Cost Breakdown by Subsystem
HVAC$4,800
Roofing$3,250
Pool & Spa$2,875
Landscaping & Grounds$2,587.50
Interior & Finishes$1,500
Plumbing$1,322.50
Electrical$1,040
Other$609
Fire Safety$150
Total$18,134
Permit History
4Total Permits on Record
$40.31Total Fees Paid
1Open Permit — Requires Attention
$18.34
B20-1118
Pool and Spa
492 s.f. Pool and spa with related equipment
2020-07-28 → 2021-02-12 | Type: Poolspa
✓ Final
$6.52
E18-0472
Electrical Panel Upgrade
200 amp electrical panel upgrade and rewiring of garage sub-panel
2018-04-02 → 2018-09-20 | Type: Electrical
✓ Final
$4.25
B16-2201
Reroof
Remove existing and install new composition shingles (4,200 sq ft)
2016-11-18 → 2017-01-10 | Type: Roofing
✓ Final
$11.20
⚠ M24-0893 — HIGH
Kitchen Remodel
Relocate gas line, add island plumbing, new exhaust ventilation
2024-09-03 | Type: Building | Issued — never finaled
⚠ Open — Code compliance risk
AI Permit Analysis

The permit history for this property shows four documented projects. In late 2016, a full reroof (4,200 sq ft) was completed and finalized in January 2017. In 2018, a 200 amp electrical panel upgrade was completed. In 2020, a 492 sq ft pool and spa was added and finalized in February 2021. Most recently, in August 2024, a kitchen remodel permit was filed for gas line relocation, island plumbing, and exhaust ventilation.

Patterns & Recurring Issues

The first three permits follow a healthy pattern of distinct, well-documented improvements. However, the most recent kitchen remodel permit (M24-0893) breaks this pattern — it was issued in September 2024 but has not been finalized after more than 18 months. This is a significant red flag.

⚠ WARNING — Permit M24-0893 (Kitchen Remodel) is OPEN and has no final inspection on record.
Gas line relocation and plumbing modifications require final inspection sign-off. The absence of a final inspection after 18+ months raises serious concerns: gas line work without final inspection poses a potential safety hazard; the buyer may inherit liability for uninspected work; the City may require the new owner to open walls for re-inspection; insurance companies may deny claims related to uninspected work.

Recommendations for Buyers

  1. 1Demand Permit Closure — Request the seller obtain final inspection sign-off on permit M24-0893 before close of escrow. Do not accept the property with open permits involving gas work.
  2. 2Gas Line Safety Inspection — Hire a licensed plumber to pressure-test the relocated gas line and verify it meets current code, regardless of permit status.
  3. 3Escrow Holdback — If the seller cannot finalize the permit before closing, negotiate an escrow holdback of at least $5,000–$10,000 to cover potential re-inspection and remediation costs.
  4. 4HVAC Assessment — No HVAC permits on record. Given the R-22 refrigerant concern flagged in the inspection, an HVAC contractor evaluation is critical before closing.
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