Agentic Research

Contract Clause Extraction and Risk Flagging

A summary per contract in 10 minutes6 steps3 tools

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

You get

A clause table covering term, payment, breach, IP, and liability — unusual clauses flagged with their location in the source text.

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

Adjacent scenarios

Other scenarios using

Level: Intermediate · Tracks: Business Track · Finance Track · Last verified: 2026-09-29