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The AI Discrepancy Detective for Public Adjusters

DEV Community·Ken Deng·about 1 month ago
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#ai#automation#for#solo#framework#detective
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The Hidden Cost of Manual Reviews You've spent hours cross-referencing line items from contractor and carrier estimates, knowing a critical omission or price disparity is hiding in the pages. Finding it manually is slow, error-prone, and eats into your most valuable asset: time. What if you could deploy a digital detective to do the initial scan? One Core Principle: Structured Comparison The key to effective automation is moving from PDF chaos to structured data. You cannot efficiently compare three different estimate formats. AI needs clean, standardized tables to analyze line items side-by-side for true discrepancies—not just formatting differences. Your first job is to be a data curator, not a detective. Your Tool: The Core Comparison Prompt Framework This isn't about a single software, but a repeatable method. After using OCR to extract text from PDFs, you employ a structured AI prompt framework.…

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