# Discovery Document Review for Tax Attorneys

> 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%.

- **Role:** [Tax Attorney](https://calish.com/workflows/for/tax-attorney/)
- **Category:** [Data Entry & Processing](https://calish.com/workflows/category/data-entry-and-processing/)
- **Specialty:** [Tax Controversy](https://calish.com/workflows/specialty/tax-controversy/)
- **Action:** Discovery Document Review
- **Canonical URL:** https://calish.com/workflows/discovery-document-review-for-tax-attorney/

## 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

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%.

## Tools & Integrations

- Canopy
- Checkpoint Edge
- Bloomberg Tax
- Email

## How It Works

1. **Discovery call.** We map your current discovery document review process and identify where AI saves the most time.
2. **Build & integrate.** We build the workflow and connect it to the tools you already use — no software changes required.
3. **Review & refine.** You review the results, we fine-tune until it matches your standards, then it runs on autopilot.

## Tool-Specific Implementations

- [Canopy](https://calish.com/workflows/with/discovery-document-review-for-tax-attorney-with-canopy/) — Discovery Document Review built natively in Canopy
- [Checkpoint Edge](https://calish.com/workflows/with/discovery-document-review-for-tax-attorney-with-checkpoint-edge/) — Discovery Document Review built natively in Checkpoint Edge
- [Bloomberg Tax](https://calish.com/workflows/with/discovery-document-review-for-tax-attorney-with-bloomberg-tax/) — Discovery Document Review built natively in Bloomberg Tax

## Related Workflows

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

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