AI that frees lawyers from the work machines should do
Law firms, in-house legal teams, and legal-tech platforms use Deburise to automate contract review, accelerate research and drafting, deflect routine intake, and unlock the institutional knowledge buried in past matters.
What Legal & Law Firms clients see with Deburise
WhereLegal & Law Firms teams hit the wall
Contract review bottleneck
First-pass review of NDAs, MSAs, and vendor contracts eats associate time that should go to substantive work.
Knowledge trapped in past matters
Precedents, clauses, and templates live across drives and DMS instances - every new matter starts from scratch.
Intake and conflict checks
Manual intake and conflict checks take days, delaying engagement letters and billing.
Drafting from blank page
First drafts of memos, motions, and contracts consume senior time that clients would rather not pay for.
Where law-firm hours actually disappear
Industry research on how lawyers spend the week - and the slices where AI can take the work off their plate.
SolutionsWhat we build for Legal & Law Firms
AI Contract Review
Clause-level review against your playbook for NDAs, MSAs, DPAs, and commercial contracts - with redlines suggested in your house style.
Matter Intake & Conflict Checks
Conversational intake that captures matter details, runs conflict screens, generates engagement letters, and books the partner call.
Knowledge Search AI
Conversational search across past matters, templates, and precedent banks - surfacing the most relevant prior work in seconds.
Drafting Assistants
First-draft memos, motions, briefs, and contracts generated from your templates and past work - partner reviews and refines.
Legal Research AI
Research agents that combine internal precedent with curated external sources, returning citations and supporting passages.
Compliance & Discovery Automation
Document review pipelines for discovery, due diligence, and compliance audits - with privilege detection built in.
Traditional firm vs AI-augmented firm
Same lawyers, same matters - meaningfully higher realisation and faster client turnaround.
- First-pass contract review60-120 minutes
- Engagement letter turnaround1-3 business days
- Precedent search per matter30-90 minutes
- First-draft memo or brief2-6 hours
- Captured billable hoursBaseline
- Confidentiality postureMixed cloud tools
- First-pass contract review10-20 minutes review-only
- Engagement letter turnaroundSame day, often same hour
- Precedent search per matterUnder 5 minutes
- First-draft memo or brief30-90 minutes to refine
- Captured billable hours+15-25% recovered
- Confidentiality postureEnterprise-tier, no training
In actionHow Legal & Law Firms teams put this to work
NDA / MSA review
Counterparty NDA arrives; AI compares against your playbook, surfaces deviations, and proposes redlines - associate reviews in minutes.
Matter onboarding
Prospective client fills a chat intake; AI runs conflict screens, drafts the engagement letter, and books the partner call automatically.
Precedent search
Associate asks “how have we handled X clause for fintech clients?”; AI returns the three closest matters with the relevant clauses pulled out.
Where AI lands the biggest wins for law firms
Composition of impact across our law-firm and in-house legal deployments.
- Contract review & redlining32%
- Precedent & knowledge search22%
- First-draft generation20%
- Intake & conflict automation14%
- Discovery & DD automation12%
Production benchmarks for legal AI
Targets we ship against on every law-firm and in-house legal engagement.
Let's buildReady to bring AI to your legal & law firms operation?
Book a free 30-minute call. We'll show you the three highest-impact automations for your business - with a realistic timeline and ROI estimate.