Case Study: How a Law Firm Saved 2,000 Hours with AI

The Challenge

Morrison & Associates, a 45-attorney firm specializing in commercial litigation, was drowning in document review. Every case meant thousands of documents to review, and their associates were burning out.

The numbers before AI:

• 40+ hours per case for document review
• 2.3% error rate in privilege identification
• $6,000+ cost per case for review alone
• 3 associates considering leaving due to workload

The Solution

We implemented a three-phase AI document review system:

Phase 1: Intake and Classification (Week 1-2)

• Automated document ingestion from multiple sources
• AI-powered classification by document type
• Smart deduplication reducing review volume by 35%

Phase 2: Relevance and Privilege Review (Week 3-4)

• Custom-trained model for relevance scoring
• Privilege detection with confidence ratings
• Human review focused on edge cases only

Phase 3: Integration and Workflow (Week 5-6)

• Connected to existing case management system
• Automated privilege log generation
• Dashboard for partner oversight

The Results

After 90 days:

Metric	Before	After	Improvement
Hours per case	40	8	80% reduction
Error rate	2.3%	0.4%	83% reduction
Cost per case	$6,000	$1,500	75% savings
Associate satisfaction	Low	High	Qualitative

Annual impact:

• 2,000+ hours saved
• $180,000 in direct cost savings
• Zero associates left the firm
• Took on 15% more cases with same team

Lessons Learned

Start with the messiest process: Document review was painful, so adoption was enthusiastic

Keep humans in the loop: AI flags, humans decide. Trust builds over time.

Measure everything: Weekly metrics kept stakeholders engaged

Train the trainers: Two associates became internal AI champions

What's Next for Morrison & Associates

They're now exploring:

• Contract analysis for M&A due diligence
• Automated brief drafting assistance
• Client intake and conflict checking

Could This Work for Your Firm?

Every law firm has processes that could benefit from AI assistance. The key is starting with the right use case.

Book a discovery call to discuss your specific challenges.