Mortgage's AI crisis is coming. The industry isn't ready to talk about it.
Briefly

Mortgage's AI crisis is coming. The industry isn't ready to talk about it.
"Underwriting gets the attention in this conversation. That's not where the near-term risk sits. The live surface is servicing communications, fraud detection models, automated valuation tools, customer-facing chat systems, document processing. Deployed today, at scale, with limited public scrutiny and almost no communications governance around them. Automated valuation models carry fair lending exposure that mirrors the underwriting conversation without triggering the same legal sensitivity."
A borrower in forbearance receives incorrect reinstatement options through an automated servicing communication. The message is routed through a system that no single party fully owns or fully monitors. The error reaches hundreds of borrowers before it is detected, and some borrowers act on the information. A reporter begins contacting people to determine who is responsible and what was said. The scenario is framed as an AI crisis where the system operates as designed rather than through a rogue decision. Crisis playbooks assume a human decision-maker who can be traced and held accountable, but AI and vendor chains spread responsibility across teams and contracts. Near-term risk is located in deployed servicing communications, fraud detection models, automated valuation tools, customer chat systems, and document processing, with limited scrutiny and weak communications governance. Automated valuation models create fair lending exposure similar to underwriting while avoiding the same legal sensitivity.
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