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 — From $2.50/unit/month See How It Works
30
Appliance Types
169
Components Tracked
12
Scoring Factors
26
Cascade Rules
From $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 Weibull failure analysis — the same reliability-engineering math used across aerospace and industrial maintenance for 50+ years — 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
12 factors including age, brand tier, climate zone (EDI), usage intensity, service history, Bayesian observations, insurance claims, portfolio correlation, and 4 more — combined with a 26-rule cascade dependency graph — produce 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.

10 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 Origination Report →
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
30
Appliance types tracked
50
US states EDI-calibrated (zip3)
±2-4%
Modeled 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 NSPIRE inspection compliance obligations (replaced UPCS, 2023) 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, NSPIRE condition ratings (Life-Threatening / Severe / Moderate / Low), 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 Software → See Government Page
HUD CNA Report — What's Included
Component-level NSPIRE condition ratings (Life-Threatening / Severe / Moderate / Low)
NSPIRE-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
Same three-tier pricing as multifamily. Scale from one property to thousands. See STR page for the full story.
Get Started — From $2.50/unit/month

Pick the level of operational lift
you want — or don't want — to carry.

The daily Weibull-Bayesian risk scoring is identical across all three tiers. What changes is who handles the data entry, invoice logging, and recurring analysis. Upgrade or downgrade quarterly.

Tier 1 · Self-Serve Platform
$2.50 /unit/month
For operators with the internal capacity to manage data entry, invoice logging, and report interpretation themselves.
  • Full ForVue platform access
  • Daily Weibull-Bayesian risk scoring on every appliance & component
  • All operator reports & dashboards
  • Bank Origination Report & HUD CNA available
  • Insurance Inception Report included
  • Rent Manager · Hospitable · TapMetrIQ integrations (live)
  • 7-day free trial · No setup fee · Cancel anytime
Your team's role: Everything. Data entry, invoice logging, report interpretation, action.
Start Free Trial
Tier 3 · Managed
$9.50 /unit/month
For stretched teams who want the value of ForVue without adding any operational load.
  • Everything in Assisted
  • Ongoing data entry — service invoices & component updates
  • Monthly portfolio risk report with prioritized action items
  • Quarterly business review — risk profile & capex forecast
  • Priority same-business-day support
  • Contract + ACH only · 250-unit minimum
Your team's role: Log in. Review. Act. We handle the operational work behind it.
Contact Sales
Same Platform · Three Levels of Lift

ForVue's core engine — daily Weibull-Bayesian risk scoring on every appliance and component in your portfolio — is identical across all three tiers. What changes is who handles the operational work: the data entry, the invoice logging, the recurring analysis. Choose the tier that fits your team's capacity.

The scoring engine is deterministic mathematics — patent-pending math that runs every night without human intervention. The service tiers are delivered by real people on our team, using the platform's outputs. Math that thinks, plus people who do.

Connected to the platforms
your operation already runs on.

Three integrations are live in production today. Five more are on the roadmap. CSV import works with any platform.

● LIVE
Rent Manager
Signed partnership with London Computer Systems — live in production. Bidirectional nightly sync. ForVue tab embedded on every property page; Risk Tier, Risk Score, Critical Count, and Last Scored UDFs write back to your Rent Manager property records nightly.
● LIVE
Hospitable
OAuth 2.0 approved by the Hospitable Platform team. STR reservations, guest reviews, calendar notes, and amenity inventory drive usage-intensity scoring. See the STR page for the full story.
● LIVE
TapMetrIQ
Water submetering by Next Century Meters. 160 units, 165 meters, 13,535 reads collected as of June 2026. Real-time leak, abnormal flow, freeze, and tamper detection feeding plumbing component risk scores.
○ ON ROADMAP
AppFolio · Buildium · Yardi · Entrata · Stessa
Five additional integrations on the 2026 roadmap. Early access available to active subscribers. CSV bulk import works with any platform today.
○ COMING SOON

The same engine —
tuned for commercial venues.

Restaurants, hotels, commercial offices, hospitals, arenas. The Weibull-Bayesian math applies anywhere an asset has a failure curve and a service history. We're calibrating component libraries and usage profiles by vertical now.

Read more about Commercial →
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 on the 2026 roadmap. 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 standalone Bank Origination Reports — see the Lenders page for details.

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 on the 2026 roadmap. 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)
30
Appliance types in knowledge base
26
Cascade failure rules
50
US states EDI-calibrated (zip3)
3-5x
Emergency vs preventive cost ratio
Get Started Today

Stop reacting.
Start knowing.

Plans from $2.50/unit/month. No setup fee. Tier 1 & 2 cancel anytime. Tier 3 contract + ACH (250-unit minimum).

Create Your Account

Questions? Email wise@investwisecap.com