Contract Clause Extraction and Risk Flagging

What this scenario solves

Reading contracts page by page for key clauses is slow, and non-lawyers miss risk points.

Tool stack

Not the only solution, but a stack we have verified end to end. Each tool links to its full review, including who it is not for.

1. 01
   ClaudeAnthropic

   Strong long-document comprehension and writing quality; Projects can hold a knowledge base

2. 02
   NotebookLMGoogle

   Answers only from the sources you upload — it barely fabricates

3. 03
   PaddleOCR百度

   Open-source OCR — we use it to turn HK annual reports into analysable structured text

What you end up with

Full steps

1. 01檔案分流——文字層 PDF 與掃描檔走不同路
2. 02定義條款對照表的欄位
3. 03抽取提示詞——只定位與轉錄，不解釋
4. 04異常條款標記——對照你方範本找偏差
5. 05人工複核與留痕
6. 06交付邊界與免責

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