# Discovery Document Review for IP Attorneys with PatSnap

> AI pre-classifies documents by responsiveness, privilege, and hot-doc signal in ipManager, leaving associates to review only the 15% that actually need judgment — review cost drops 60%. Purpose-built for teams running PatSnap — uses the native API or agent integration so nothing leaves the system of record.

- **Tool:** [PatSnap](https://calish.com/workflows/tool/patsnap/)
- **Role:** [IP Attorney](https://calish.com/workflows/for/ip-attorney/)
- **Specialty:** Patent Prosecution
- **Category:** Data Entry & Processing
- **Canonical URL:** https://calish.com/workflows/with/discovery-document-review-for-ip-attorney-with-patsnap/

## The Problem

First-pass review of Patent Prosecution discovery docs in ipManager is billed at associate rates but commoditized — it's a margin-killer the client resents paying for.

## What We Build in PatSnap

AI pre-classifies documents by responsiveness, privilege, and hot-doc signal in ipManager, leaving associates to review only the 15% that actually need judgment — review cost drops 60%. Purpose-built for teams running PatSnap — uses the native API or agent integration so nothing leaves the system of record.

## PatSnap Integration Approach

1. **Audit your PatSnap configuration.** We map the specific PatSnap objects, custom fields, and workflows the automation needs to touch for your patent prosecution practice.
2. **Build on the PatSnap API or agent.** Integration happens inside PatSnap — no data leaves the system, no parallel tool for your team to learn, no license changes.
3. **Human-in-the-loop handoff.** Every automation routes exceptions back to a human in PatSnap with full context — AI handles the 80%, your team owns the judgment calls.

## About This Workflow

- [Discovery Document Review for IP Attorneys](https://calish.com/workflows/discovery-document-review-for-ip-attorney/)
- AI pre-classifies documents by responsiveness, privilege, and hot-doc signal in ipManager, leaving associates to review only the 15% that actually need judgment — review cost drops 60%.

## Other PatSnap Automations

- [Bankruptcy Schedule & Means Test for IP Attorneys](https://calish.com/workflows/with/bankruptcy-schedule-and-means-test-for-ip-attorney-with-patsnap/)
- [Client Intake & Conflict Screening for IP Attorneys](https://calish.com/workflows/with/client-intake-and-conflict-screening-for-ip-attorney-with-patsnap/)
- [Deposition Summary Generation for IP Attorneys](https://calish.com/workflows/with/deposition-summary-generation-for-ip-attorney-with-patsnap/)
- [Legal Research & Brief Drafting for IP Attorneys](https://calish.com/workflows/with/legal-research-and-brief-drafting-for-ip-attorney-with-patsnap/)
- [Contract Review & Redlining for IP Attorneys](https://calish.com/workflows/with/contract-review-and-redlining-for-ip-attorney-with-patsnap/)
- [Client Case Status Updates for IP Attorneys](https://calish.com/workflows/with/client-case-status-updates-for-ip-attorney-with-patsnap/)
- [Billing Narrative Cleanup for IP Attorneys](https://calish.com/workflows/with/billing-narrative-cleanup-for-ip-attorney-with-patsnap/)

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