FIELD NOTES

The ForVue Blog

Plain-spoken writing on the math behind predictive maintenance — and what it means for the operators, lenders, insurers, and agencies who own the cost of failure.

Insurance · Aug 5, 2026

What Property Insurers Should Be Asking For at Policy Inception

Most carriers underwrite multifamily off building age, claims history, and replacement cost. Nothing in the standard submission tells them what's actually about to fail. Here's the data exhibit that should change.

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Government · Jul 16, 2026

NSPIRE and the Math It Doesn't Capture

HUD's NSPIRE inspection standard tells you what's broken today. It doesn't tell you what's about to break. For PHAs operating thousands of units, the gap between those two questions is where every budget surprise lives.

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Lenders · Jul 2, 2026

How Lenders Should Read Maintenance Data

A multifamily lender sees a property's condition twice in the loan lifecycle — once at origination, once at maturity. Component-level maintenance data closes the gap, and it changes reserve sizing.

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Multifamily · Jun 18, 2026

Stop Finding Out About Failures From Tenants

If your maintenance program starts with a tenant phone call, you've already lost the most expensive round of the operating year. Here's the reframe — and the math behind it.

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Multifamily · Jun 18, 2026

Why Age-Based Maintenance Is Failing Multifamily

The lifespan chart on your wall is a population average. The portfolio you own is not average. Here's why component-level survival math beats age-based planning by roughly 70 percent.

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Short-Term Rentals · Jun 18, 2026

Why STR Appliances Die Twice as Fast

Long-term rental lifespan tables don't apply to short-term rentals. The usage intensity gap compresses appliance life by 40 to 60 percent — and every emergency repair becomes a revenue event.

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