---
title: "Run a first-pass review of the large discovery set"
url: "https://ailawframework.com/practice/class-actions-representative-proceedings/run-a-first-pass-review-of-the-large-discovery-set"
type: "task"
site: "AI Law Framework"
id: "A7-T1-R3"
practice_area: "Class Actions / Representative Proceedings"
tier: "yellow"
lawyer_review: "required"
last_reviewed: "2026-09-23"
---

# Run a first-pass review of the large discovery set

> From a lawyer-cleared corpus, cluster documents, flag likely hot families and draft an issues list with sample cites.

Canonical page: https://ailawframework.com/practice/class-actions-representative-proceedings/run-a-first-pass-review-of-the-large-discovery-set  
Last reviewed: 2026-09-23

Site index for agents: https://ailawframework.com/llms.txt

## Key facts

| Fact | Value |
| --- | --- |
| Practice area | [Class Actions / Representative Proceedings](https://ailawframework.com/practice/class-actions-representative-proceedings.md) |
| Human involvement | Yellow: Lawyer and AI draft together |
| How AI is used | From a lawyer-cleared corpus, cluster documents, flag likely hot families and draft an issues list with sample cites. |
| What the lawyer must review | Make production and privilege calls yourself Do not load class-member personal information into a tool without a clearance decision |
| Written for / versions | 2 jurisdiction versions below |

## Checking plan

**Lawyer review required**

- What the AI does: From a lawyer-cleared corpus, cluster documents, flag likely hot families and draft an issues list with sample cites.

## Jurisdiction versions

| Jurisdiction | Level |
| --- | --- |
| [Australia](https://ailawframework.com/practice/class-actions-representative-proceedings/run-a-first-pass-review-of-the-large-discovery-set/australia.md) | Yellow |
| [United States](https://ailawframework.com/practice/class-actions-representative-proceedings/run-a-first-pass-review-of-the-large-discovery-set/united-states.md) | Yellow |

*Practice guidance for planning and review. Confirm current primary sources and the requirements of the actual matter. This is general information, not legal advice.*