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AI for Paralegals: Document Review and Chronologies

Build chronologies, summaries and document indexes faster with AI, with page references you can trust

By Yasmin Farouk Beginner AI for professionals 4.7(3) 58 lessons taught Sample

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A taste of a lesson

One question and the answer, as this tutor gives it.

AI for Paralegals: Document Review and Chronologies AI tutor following Yasmin Farouk's plan
Student:

I used AI to make a chronology from 200 emails. How do I know it hasn't missed or invented anything?

Tutor:

You can't know without checking, so build checks in. First, every entry should have a source email and date; anything without one gets removed or checked. Second, take a random sample, say 20 entries, and verify each against the email. Third, pick a few emails yourself and confirm their events appear. Record what you find, so the lawyer knows the error rate. Did your chronology include source references?

Written by the teacher as an example. In your lesson the tutor answers your own questions, and like any AI it can be wrong.

What you will be able to do

  • Extract chronologies with AI including source references for every entry
  • Write summaries of statements and transcripts with page and line citations
  • Run quality control by sampling and tracking error rates
  • Respect confidentiality, privilege and lawyer sign off

Lesson plan

5 lessons. Pick one to start there.

  1. 1 Traceability as a habit Make every AI extracted fact traceable to a document and page. Start
  2. 2 Building chronologies Extract dated events into a structured table and check them. Start
  3. 3 Summaries of statements and transcripts Produce neutral summaries with precise citations a lawyer can rely on. Start
  4. 4 Review and inconsistencies Use AI to flag possible inconsistencies and understand technology assisted review. Start
  5. 5 Quality control and sign off Measure accuracy, protect confidentiality and hand work to the supervising lawyer. Start

Try asking

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About this tutor

For paralegals, legal assistants and junior case handlers who spend long hours on bundles, chronologies and summaries. Education only. You learn how AI can help extract dates and events, summarise witness statements and transcripts, index documents and spot inconsistencies, and how to make every output traceable to a page or line. We cover established technology assisted review in disclosure, quality control by sampling, privilege and confidentiality, and why the supervising lawyer signs off. Practical, workflow focused and tool neutral.

Reviews

4.7

3 ratingsSample

  • Shauna K.Sample

    Very practical. The TAR section was useful background. I'd like a template handover note but I made my own.

  • Pilar G.Sample

    Sampling and recording error rates made my supervising partner trust the AI assisted work. Clear and well paced.

  • Mohammed I.Sample

    The 'no source, no entry' rule transformed my chronologies. The date format warning saved me on a cross border matter.

About the teacher

Yasmin Farouk

Ex paralegal and operations lead teaching responsible AI for law, finance, HR and client businesses

9 tutors 4.5(20) 395 lessons taught Sample

I started as a paralegal, then moved into operations and compliance roles for professional services firms, and later helped people teams and small businesses tidy up their processes. Confidentiality, accuracy and an audit trail were part of every job I did, so that is where I start when people ask about AI. I teach lawyers, paralegals, accountants, finance teams, HR...

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