REDDIT · REDDIT// 9d agoNEWS

Reddit Says ChatGPT Fails CRE Underwriting

A Reddit user argues that ChatGPT falls apart on multifamily underwriting because the work is stateful, multi-step, and artifact-heavy: rent rolls, T12s, assumptions, cash flows, returns, and sensitivities all need to stay coherent in one workbook. The post contrasts that with purpose-built CRE tools that automate the workflow, validate intermediate steps, and return a complete Excel model with formulas instead of fragments. The core claim is that ChatGPT is fine for brainstorming and quick questions, but not for delivering the finished underwriting deliverable.

// ANALYSIS

Hot take: this is less a model-quality critique than a workflow-architecture critique.

–The post’s strongest point is about continuity: underwriting is a chained system of inputs, formulas, and outputs, and a chat UI is a brittle place to assemble that reliably.
–The argument is anecdotal, not benchmarked; it reads like a real pain point from hands-on use, but not a controlled comparison.
–The distinction it draws between “assistive chat” and “autonomous workbook generation” is credible and matches how specialized vertical tools usually win.
–The most persuasive takeaway is that ChatGPT can be a component in the process, but not the execution layer for a deliverable that must survive IC review.

// TAGS

chatgptcreunderwritingmultifamilyfinancial-modelingreal-estateai-toolsworkflow-automation

DISCOVERED

9d ago

2026-04-02

PUBLISHED

10d ago

2026-04-02

RELEVANCE

8/ 10

AUTHOR

MudSad6268