TenantScreenDrift: Rental History Discrepancy Detector
Automatically flags inconsistencies between tenant applications, credit reports, and public records to help landlords and property managers catch red flags before signing leases.
The Problem
Landlords currently spend hours manually cross-checking tenant applications against credit reports, eviction records, and employment verification—often missing contradictions that indicate fraud or unreliability. A tenant might claim 5 years at an address but credit reports show different, or employment dates don't match income claims. These gaps are tedious to spot manually and often get overlooked.
Target Audience
Independent landlords and small-to-mid-sized property management companies (1-50 units) who screen their own tenants and can't afford expensive compliance software.
Why Now?
AI-powered document parsing has matured (Lovable/Cursor can integrate OCR and LLM APIs easily), and small landlords are increasingly digital-first post-pandemic, making API integrations viable for this segment.
What's Missing
Existing tenant screening tools are either high-touch (expensive services) or high-volume (don't personalize). No affordable tool automatically detects *contradictions* between sources—they just aggregate data.
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