# Discovery Document Review for Tax Attorneys with Canopy

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

- **Tool:** [Canopy](https://calish.com/workflows/tool/canopy/)
- **Role:** [Tax Attorney](https://calish.com/workflows/for/tax-attorney/)
- **Specialty:** Tax Controversy
- **Category:** Data Entry & Processing
- **Canonical URL:** https://calish.com/workflows/with/discovery-document-review-for-tax-attorney-with-canopy/

## The Problem

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

## What We Build in Canopy

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

## Canopy Integration Approach

1. **Audit your Canopy configuration.** We map the specific Canopy objects, custom fields, and workflows the automation needs to touch for your tax controversy practice.
2. **Build on the Canopy API or agent.** Integration happens inside Canopy — 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 Canopy with full context — AI handles the 80%, your team owns the judgment calls.

## About This Workflow

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

## Other Canopy Automations

- [Client Onboarding for CPA Firm Administrators](https://calish.com/workflows/with/client-onboarding-for-cpa-firm-administrator-with-canopy/)
- [Client Status Communication for CPA Firm Administrators](https://calish.com/workflows/with/client-status-communication-for-cpa-firm-administrator-with-canopy/)
- [Time Entry & WIP Capture for CPA Firm Administrators](https://calish.com/workflows/with/time-entry-and-wip-capture-for-cpa-firm-administrator-with-canopy/)
- [Financial Due Diligence Prep for CPA Firm Administrators](https://calish.com/workflows/with/financial-due-diligence-prep-for-cpa-firm-administrator-with-canopy/)
- [13-Week Cash Flow Forecast for CPA Firm Administrators](https://calish.com/workflows/with/13-week-cash-flow-forecast-for-cpa-firm-administrator-with-canopy/)
- [Operating KPI Dashboard for CPA Firm Administrators](https://calish.com/workflows/with/operating-kpi-dashboard-for-cpa-firm-administrator-with-canopy/)
- [Tax Document Gathering for CPA Firm Administrators](https://calish.com/workflows/with/tax-document-gathering-for-cpa-firm-administrator-with-canopy/)
- [Tax Return Review for CPA Firm Administrators](https://calish.com/workflows/with/tax-return-review-for-cpa-firm-administrator-with-canopy/)

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