Make an appraisal report generator with Claude

A South Korean appraiser used Claude Code to automate repetitive parts of appraisal report writing.

Done with Claude· Advanced· Jun 2026

What they did
A property appraiser in South Korea, who did not already know how to code, turned to Claude Code to create a program for appraisal reporting. They spent about two months refining it, burning through many tokens and pushing past several rounds of frustration. A previous try to have professional developers build something similar had fallen apart because the work process was too difficult to explain.
How it went
The program cut out a lot of the routine report-writing effort. Colleagues were impressed, and the company was on track to roll it out formally. The CEO also took notice and proposed an incentive like royalties, but no hard performance numbers were shared.
Tips
If your job has a hard-to-describe workflow, expect a lot of iteration before the tool feels right. Budget for time and cost as well, since this person used Claude’s pricier plan for the project.

Try it yourself with Claude

I work as a [profession], and I prepare [report type] documents using this structure: [describe the sections or paste a template]. Help me design a small program that takes [inputs] and produces a polished draft in [file format]. Before writing or changing anything that could overwrite files, send me the plan and wait for my approval. Test each version against this sample data: [sample data], and keep revising until the result matches my format.

Fill in the [brackets]. Agents can make mistakes, so review anything before it is sent, paid or deleted.

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