Now Live — Multifamily · Single-Family · Short-Term Rental · Government Housing

Know Before
It Fails.

ForVue scores every appliance in your portfolio using aerospace-grade failure analysis — telling you exactly what will break, when, and what it will cost if you wait. Built for multifamily operators, single-family investors, short-term rental hosts, PHAs, banks, and insurance carriers who need defensible property intelligence.

Get Started — $2.50/unit/month See How It Works
20
Appliance Types
100+
Components Tracked
11
Scoring Factors
$2.50
Per Unit / Month
The Problem

You're managing blind.
Until something breaks.

Property managers lose billions annually to emergency repairs that could have been prevented. The problem isn't maintenance budgets — it's that nobody sees failure coming.

🔥
Reactive Only
Every repair starts with a tenant complaint. By the time you know about it, the damage is done and the emergency premium is on the invoice.
💸
Emergency Cost Premium
A $200 preventive fix becomes a $1,200 emergency call at midnight. Reactive maintenance isn't just stressful — it's expensive by design.
📊
No Actionable Data
Maintenance history lives in texts, emails, and spreadsheets. You have the data — just no way to turn it into decisions that prevent the next failure.
⚖️
Hidden Acquisition Risk
You close on a property and inherit appliances that are months from failing. Deferred maintenance is the most expensive surprise in real estate.

Aerospace math.
Applied to your units.

ForVue uses the same Weibull failure analysis trusted by NASA and the US Military — calibrated to residential appliances, your climate zone, and your actual maintenance history.

1
Add your portfolio
Import via CSV or add properties manually. Scan appliance data plates with your phone camera — AI fills in brand, model, serial, and install year automatically.
2
ForVue scores everything
11 factors including age, brand tier, usage intensity, climate zone, service history, and cascade dependencies combine into a single auditable risk score per component.
3
Act before it costs you
CRITICAL and WARNING components surface with exact dollar estimates — proactive cost vs reactive cost. The math makes the decision obvious.
Live Portfolio Risk — Maple Ridge Apartments
CRITICAL HVAC Compressor · Unit 4
99%
CRITICAL Water Heater Anode · Unit 7
91%
WARNING Refrigerator Compressor · Unit 2
74%
WARNING Dryer Drive Motor · Unit 9
61%
GOOD Dishwasher Pump · Unit 1
28%
GOOD Range Igniter · Unit 3
18%
Potential Savings vs. Emergency Response
$4,840
by acting on CRITICAL items this month
Platform Features

Everything you need.
Nothing you don't.

15 integrated modules covering every dimension of property maintenance intelligence — from daily operations to pre-acquisition due diligence.

📡
Predictive Risk Scoring
Weibull failure analysis with Bayesian updating scores every component daily. CRITICAL, WARNING, GOOD — always current.
📷
Appliance Photo Parser
Point your phone at any data plate. AI reads brand, model, serial, and install year — no manual entry required.
🏢
Deal Analyzer
Pre-acquisition deferred maintenance analysis. Know the true cost of every property before you close — in dollars, per door.
🔍
AI Search
Ask plain English questions about your portfolio. "Which units have the highest risk this winter?" — instant answers.
📄
Invoice Parser
Photograph any contractor invoice. AI extracts all fields and fills your service log automatically.
Utility Intelligence
Upload utility bills. ForVue detects anomalies, benchmarks costs per unit, and calculates NOI impact automatically.
📱
Field Mode
Mobile-optimized for technicians in the field. No app download. Log service events and capture invoices on the go.
📊
Accuracy Validation
Track predicted vs actual failures over time. Build a validated accuracy claim that matters to banks and insurers.
💼
Asset Value Engine
Quantify how maintenance performance affects your cap rate and property value. Generate investor narratives in one click.
📄
Tenant Notice Generator
Print-ready walk-through notices and inspection sheets generated automatically. Save hours of admin per property visit.
Deal Analyzer

Know the true cost
of every deal
before you close.

Most operators discover deferred maintenance after closing. ForVue's Deal Analyzer flips that. Enter a property's appliance inventory and get a complete deferred maintenance report in dollars, per door, per component, before your due diligence deadline.

🏦
Built for banks and lenders
Every report is print-ready, auditable, and formatted for bank examiners. Weibull scores are deterministic and independently verifiable.
🤝
Negotiation leverage
ForVue generates a gap analysis with deferred maintenance value per door. A defensible number to bring to the table or include in your offer.
📋
Instant investor narrative
AI writes a plain-English acquisition risk summary ready for your investor deck or LP update with no additional formatting.
Run a Deal Analysis Bank Report — $499
Deal Analysis Report — Sample Output
HVAC — Unit 4B
Age: 14 yrs · Last service: 22 months ago
CRITICAL
$3,200 deferred risk
Water Heater — Unit 2A
Age: 9 yrs · Brand Tier: Standard
WARNING
$800 deferred risk
Refrigerator — Unit 1C
Age: 3 yrs · Recent service: 4 months ago
GOOD
No deferred risk
$47,200
Total Deferred
$2,360
Per Door
6
Critical Items
Print-ready PDF · Bank examiner formatted · AI negotiation brief included
Cascade Intelligence

Failures do not happen
in isolation.

When one system fails, it stresses others. ForVue's 26 cascade rules automatically elevate the risk score of dependent components when a primary system shows distress.

Cascade Example — HVAC
CRITICAL Compressor — primary failure
WARNING Condenser coil — auto elevated
WARNING Evaporator coil — cascade triggered
A stressed compressor overworks both coils. ForVue flags all three — not just the primary failure.
Cascade Example — Water System
CRITICAL Water heater — age + no service
WARNING Supply lines — pressure elevated
Sediment buildup increases line pressure. ForVue connects these dots automatically.

This is not age-based math.

Most maintenance tools calculate risk by age alone. ForVue models the relationships between systems — because that is how properties actually fail.

26 cascade rules built from ASHRAE, HUD, and NAHB data govern how a failure in one system recalculates risk across dependent components.

26
Cascade failure rules
20
Appliance types tracked
50
Climate zones calibrated
3%
Margin of error
Government & Affordable Housing

Built for PHAs.
HUD-ready
out of the box.

Public Housing Authorities and affordable housing operators face the same appliance failure risk as private operators — but with federally mandated inspection requirements, Capital Fund Program timelines, and UPCS compliance obligations layered on top.

ForVue generates a Capital Needs Assessment (CNA) formatted report that documents existing conditions, failure probabilities, and projected capital expenditure timelines — giving PHAs defensible, data-backed documentation for HUD submissions and CFP planning cycles.

🏛
HUD CNA Report
Capital Needs Assessment formatted documentation. Component-level condition scores, UPCS-aligned ratings, and projected replacement timelines for HUD review and CFP capital planning.
📋
Capital Fund Program Documentation
Prioritized capital expenditure schedules with failure probability scoring — giving PHAs auditable, data-driven justification for CFP budget allocations.
🏆
Veteran-Owned Small Business
ForVue is a product of Wise Capital LLC, a Veteran-Owned Small Business (VOSB). Qualifies for set-aside procurement under federal and state VOSB programs.
HUD CNA — $1,500 · Contact for PHA Pricing
HUD CNA Report — What's Included
Component-level condition ratings (POOR/FAIR/GOOD)
UPCS-aligned inspection documentation
Projected replacement timelines per unit
20-year capital expenditure schedule
Weibull failure probability per component
Priority ranking for CFP budget allocation
Print-ready PDF formatted for HUD submission
Who This Is For
Public Housing Authorities (PHAs)
Section 8 / HCV portfolio operators
LIHTC affordable housing developers
HUD 223(f) loan applicants
Capital Fund Program administrators
Short-Term Rental

Airbnb and VRBO operators
fail appliances faster.
Nobody is watching.

Short-term rental properties run appliances at 3–5x the cycle rate of long-term rentals. Guest turnover is constant. Maintenance visibility is zero. ForVue's Weibull scoring accounts for usage intensity — giving STR operators the same predictive intelligence that multifamily operators use to eliminate emergency calls.

3–5x
Higher appliance cycle rate vs long-term rental — same failure math applies, compresses the timeline.
$0
Revenue from a property with a broken HVAC in July. ForVue flags it before the guest booking, not after.
$2.50
Per unit per month. Same pricing as multifamily. Scale from one property to a hundred.
Get Started — $2.50/unit/month

Pay for what you use.
Nothing more.

Metered billing adjusts automatically as your portfolio grows. No setup fees, no contracts, no minimums.

Banks & Lenders
Origination Report
$499 /property
Defensible deferred maintenance analysis at loan closing. Auditable Weibull scores your examiner can validate.
  • Full pre-acquisition risk report
  • Component-level failure probability
  • Deferred maintenance dollar quantification
  • Negotiation gap analysis per door
  • AI negotiation brief included
  • Print-ready PDF report
  • Bank examiner-ready audit trail
Contact Us
Insurance Carriers
Portfolio Enrollment
Contact for carrier pricing
Continuous property condition data for underwriting. Document risk at policy inception and monitor throughout coverage period.
  • Policy inception condition report — POOR/FAIR/GOOD baseline at policy start
  • Pre-existing condition flags — CRITICAL components identified for exclusion review
  • Underwriter recommendations — auto-generated from risk profile
  • Ongoing risk monitoring via daily Weibull snapshots
  • Real-time alerts when components cross risk thresholds
  • Portfolio-level API access for underwriting system integration
  • Accuracy validation audit trail for actuarial review
  • Annual renewal re-assessment reports
  • Contact for carrier integration pricing
Contact Us
Accuracy Validation

Every prediction tracked.
Every outcome recorded.
ForVue tells you exactly how accurate it is.

No other platform closes the loop between prediction and outcome. ForVue does — automatically, continuously, and transparently.

3%
Margin of Error
Calculated from real prediction vs actual failure data at Wise Capital properties.
Self-Improving
Every logged outcome updates the Bayesian model. The platform gets more accurate the more you use it.
Auditable Claim
Banks and insurers can request an accuracy validation report. Every number traces to a logged prediction and outcome.
How It Works — The 4-Step Loop
1
Prediction Made
ForVue scores a component CRITICAL with a predicted failure window.
2
Outcome Logged
When the component is serviced or fails, the result is logged in service history.
3
Model Updates
The Bayesian layer incorporates the outcome. Future predictions improve automatically.
4
Accuracy Reported
Your accuracy score updates in your dashboard — a living, auditable record.
API & Partner Integration

ForVue is API-first.
Integrate anywhere.

Every score, report, and alert in ForVue is accessible via documented REST API. Property management platforms, insurance underwriting systems, and bank origination workflows can pull ForVue data directly — no manual export required.

API Capabilities
REST API with OAuth 2.0 authentication
Property, unit, and appliance endpoints
Real-time risk score retrieval
Report generation endpoints (PDF)
Webhook alerts on threshold crossings
Bulk data ingestion via CSV or API
Metered billing integration via Stripe
Full documentation available to partners
Partner Pricing
Wholesale API pricing available for property management platforms and insurance carriers with 500+ unit minimums. Custom rate per integration.
IoT hardware and water sensor partners may qualify for co-development agreements with revenue sharing on enrolled units.

Built for technical teams.

ForVue is not a closed system. It was designed from day one to integrate with the platforms operators already use. AppFolio and Buildium integrations are in development. The API is live today.

Every endpoint is documented. Authentication uses OAuth 2.0. Webhook payloads are JSON. Your integration team can be in production within a week.

REST
API architecture
OAuth 2.0
Authentication
JSON
Webhook payloads
PDF
Report endpoints
Request API Documentation
FAQ

Questions before the
first signup.

Is this AI or math?

The risk scores are pure Weibull mathematics — deterministic and auditable. A bank examiner can validate every number independently. AI handles plain-English recommendations and photo parsing only. The math makes the financial decisions.

How long does setup take?

Most operators generate risk scores within 30 minutes. Create your property, add units, and enter appliance data — manually, via CSV bulk import, or by photographing the data plate. ForVue reads brand, model, serial, and install year automatically.

What if my serial number is not recognized?

ForVue scores appliances using brand tier, age, climate zone, and service history — not serial number lookup. Unrecognized models get a calibrated score using category-level Weibull curves and are flagged for knowledge base expansion.

Can I use ForVue for a property I am acquiring?

Yes — this is one of the most common use cases. The Deal Analyzer is built specifically for pre-acquisition due diligence. Banks can order a standalone Origination Report for $499 per property without a subscription.

How does ForVue handle tenant privacy?

ForVue stores property and appliance data only — no tenant personal information. Every operator account is fully isolated. Your portfolio data is never shared with other users or used to train shared models.

Does ForVue integrate with AppFolio or Buildium?

Both integrations are in active development for 2026. CSV bulk import is available now. Contact wise@investwisecap.com for integration timeline updates.

📡
On the Roadmap — Q3 2026
IoT Sensor Integration
Real-time monitoring for enrolled properties. IoT sensors feed live performance data directly into ForVue's scoring engine — moving from predictive to continuous intelligence. Early access for operators with 20+ units.
Request Early Access
About ForVue

Built by an operator.
For operators.

ForVue was built by an operator who got tired of being surprised by failures and built the tool that should have existed. Not a software company that decided to enter real estate.

The scoring methodology is based on the same Weibull failure analysis used in aerospace engineering — patent pending (USPTO Application #64/032,704), calibrated for multifamily, single-family, short-term rental, and government housing using ASHRAE, HUD, and NAHB data.

Platform Reports
📊 Portfolio Risk Report 🔧 Maintenance History 💰 Cost Savings Analysis 📈 ROI Report 🔮 Projected Failures 🎯 Accuracy Validation Report 🏢 Bank Origination Report 🏛️ HUD CNA Report 🛡️ Policy Inception Report ⚡ Utility Intelligence 💼 Asset Value Report 📋 AI Recommendations
Protection
📋 Patent Pending — USPTO #64/032,704 ©️ Copyright Registered ™️ Trademark Pending — Class 42 🔒 Trade Secret Protected 🎖️ Veteran-Owned Small Business (VOSB)
How AI Fits In

The risk scores are pure mathematics — Weibull failure analysis, not AI. The same deterministic math used in aerospace engineering. Every score is auditable and reproducible. A bank examiner or insurance actuary can validate every number.

AI handles the language layer — writing plain-English recommendations, parsing invoices and utility bills from photos, answering natural language questions about your portfolio, and generating investor narratives. Claude by Anthropic powers these features. They enhance the experience but never make the financial decisions. Those stay with the math.

"One prevented HVAC failure pays for two years of ForVue. The math isn't close."
— Christopher Wise, J.D., Founder, ForVue (a Wise Capital, LLC product)
20
Appliance types in knowledge base
26
Cascade failure rules
50
US states climate-calibrated
3-5x
Emergency vs preventive cost ratio
Get Started Today

Stop reacting.
Start knowing.

Join the operators who see what's coming before it costs them. $2.50/unit/month. No setup fee. No contract. Cancel anytime.

Create Your Account

Questions? Email wise@investwisecap.com