Propmodo Technology

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Greetings,

Commercial lenders have embraced AI faster than almost anyone in real estate. By July, 79 percent of financial institutions were running AI pilots or using it in lending workflows, up from 34 percent late last year. Some banks say the time it takes to reach a credit decision has been cut in half or more. But adoption hasn't translated into trust. One industry survey found that while two-thirds of CRE professionals use AI weekly or daily, only 5 percent trust it enough to inform a deal decision. As lenders adopt AI everywhere but still hold back on its decision making, the obstacle isn't the models. Credit committees need to trace every number back to a source document, and regulators expect lending decisions to be explainable.

Lenders have brought the same verification habit to other risks too, and property taxes are a good example. On residential loans, escrow solved the problem: the servicer tracks the bill and pays it. Many commercial loans skip escrow. That preserves cash flow for borrowers, but it leaves owners tracking taxes themselves across roughly 22,000 U.S. taxing authorities. Unpaid taxes take first-lien priority over the mortgage, so a missed payment can show up as a lien filing before anyone notices. What owners can learn from how lenders handle property taxes comes down to treating taxes as something to monitor continuously, not a number captured once at acquisition.

Both stories teach the same lesson. Speed and automation help, but the lasting advantage goes to firms that know where their numbers come from and catch problems before they compound. Whether it's an AI-generated underwriting model or a reassessment notice sitting unopened in the mail, the gap that matters is the one between having data and being able to trust it.

Let’s go!

📉 A better month that isn't
Trepp's CMBS delinquency rate slipped 15 basis points to 7.87 percent in October, down from 8.02 percent in September, but most of that improvement came from a single $975 million showroom loan tied to High Point and Las Vegas returning to current status. Underneath, three of the five major property types got worse. Retail jumped 63 basis points to 7.21 percent, office rose 17 basis points to 12.33 percent and multifamily edged up to 8.09 percent, leaving industrial and lodging as the only sectors that improved.

🛒 Market adoption
Equity Angels has launched its third proptech cohort and its first accelerator built entirely around go-to-market, pairing founders at Brokrly, Sayso, Velasight and Wispr with marketing, communications and growth advisors. Over six weeks each founder builds a go-to-market blueprint and a 90-day action plan before presenting at Demo Day on Dec. 1. Katherine Winston, co-founder and managing partner of Equity Angels, says AI can multiply a founder’s product output overnight but cannot do the same for human adoption.

🔧 Heat pumps still need hands
Trane Technologies has committed $1 million over three years to Goodwill Industries International to expand the Goodwill Clean Tech Accelerator, a four- to five-week program that gives job seekers hands-on HVAC and heat pump training, credentials and employer connections. The funding will support five local Goodwill organizations and nearly 500 participants, starting with expanded training capacity in South Carolina and Minnesota.

Propmodo Technology is edited by Franco Faraudo with contributions from readers like you and the Propmodo team.
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