Legal Research & Brief Drafting for Tax Attorneys
Stop letting legal research & brief drafting eat your tax attorney's week.
The Problem
Associates lose entire days in Canopy hunting for Tax Controversy case law that supports a narrow argument — and the final brief is still 70% boilerplate.
What We Build
AI drafts the research memo against the firm's prior work product, pulls current authority from Canopy, and produces a cite-checked first draft of the brief — associate refines, doesn't start from zero.
Tools & Integrations
How It Works
Discovery Call
We map your current legal research & brief drafting process and identify exactly where AI saves the most time.
Build & Integrate
We build the AI workflow and connect it to the tools you already use — no software changes required.
Review & Refine
You review the results, we fine-tune until the workflow matches your standards — then it runs on autopilot.
Frequently asked
How long does legal research & brief drafting take manually for tax attorneys?+
In most tax controversy firms, legal research & brief drafting consumes hours per matter or per week that AI can absorb. The exact savings depend on volume, but firms with mature workflows typically see meaningful improvement within the first quarter after deployment.
Can AI handle legal research & brief drafting without losing accuracy?+
Yes — every workflow uses human-in-the-loop. AI does the deterministic 80% (data extraction, classification, routing); your tax attorney keeps every judgment call. Nothing ships without a defined approval point.
Will this require switching from Canopy?+
No. The automation runs on top of your existing Canopy setup using its API or agent integration — no migration, no parallel system, no license changes. Your team keeps using Canopy exactly as before.
How quickly can a tax attorney team deploy this?+
Most engagements ship the first working workflow in 2–4 weeks from kickoff: discovery call → fixed-price scope → build → review/refine. After that it runs on autopilot, with us monitoring for drift.
Is legal research & brief drafting automation worth it for a small tax controversy firm?+
If your tax attorneys spend 5+ hours per week on legal research & brief drafting, the ROI is clear. The build pays back inside the first quarter at that volume — and the time savings compound, since the workflow keeps running once deployed.
What happens when Canopy or our process changes?+
Workflows are versioned and monitored. When Canopy pushes API changes or your firm changes process, we update the workflow within days — no rebuild required.
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Ready to automate legal research & brief drafting?
Book a free 30-minute call. We'll walk through your current process and show you exactly how this workflow would work for your team.