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30 Years of Expertise, Instantly Accessible

How a consulting firm reduced research time by 70% with AI-powered knowledge management

March 15, 20268 min read
30 Years of Expertise, Instantly Accessible
Key Result
+0%
Research Time

30 years of reports, presentations, and data. Buried in shared drives. Consultants spent hours searching for information.

1The Challenge

A management consulting firm with 30 years of industry reports, client presentations, and research data across 15 industries. Knowledge was scattered and hard to access.

1

New consultants spent weeks learning the knowledge base

2

Similar research was repeated across projects

3

Senior consultants' expertise left when they retired

Key Metrics Before
24+ hrs
Response Time
High
Repetitive Work
Stagnant
Revenue
What They Tried (And Failed)
Better folder organization
Still hard to find specific insights
Intranet search
Keyword search couldn't understand context

2The Solution

Instead of throwing more people at the problem, the company deployed REPAI with a clear, strategic approach.

1
REPAI knowledge ingestion
REPAI reads and understands all documents. Ask questions in natural language, get answers with source citations.
2
Smart project start
Starting a new project? REPAI suggests relevant past work, experts, and data automatically.

3First Results

Research time dropped by 70%. Knowledge is now searchable and accessible. New consultants ramp up in days, not weeks.

-70%
Research Time
5 min
Find Insights
100%
Knowledge Preserved
2 days
New Hire Ramp-up
!
But there was more to solve
Some consultants didn't trust AI-generated insights.
Optimization Steps
Always show source documents alongside AI answers
Allow consultants to rate and correct AI responses
Build trust through gradual adoption

4The Impact

From bottleneck to breakthrough. Every metric moved in the right direction.

Finance
+0%
Revenue
Operations
+0%
Productivity
Growth
+0%
Capacity
Operations
-0%
Delivery Time
Quality
+0%
Accuracy
Quality
+0%
Client Satisfaction
Growth
+0%
Retention Rate
Finance
+0%
Net Profit

"What used to take days now takes minutes. We've unlocked 30 years of collective wisdom."

TW
Tom Wang
Partner
What's Next

Expanding knowledge base to include client-specific insights with proper access controls.

Tags:Professional ServicesProfessional ServicesAI Transformation

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