Identified €130,000 in Annual Savings Potential For Manufacturing Company
2026-01-26 10:59
In July 2025, Arens — Estonia's largest kitchen manufacturer — commissioned a 2-day intensive AI implementation training from Pragmatiq AI. Despite 80% production automation, the company was operating at only 70% capacity. During the training, participants discovered €130,000 in annual savings potential hidden in sales, customer service, and project management.
About the Company
Estonia's largest kitchen manufacturing company
Industry
Manufacturing, Kitchen & Furniture
Business Type
B2B & B2C
Geography
Estonia
Production
~40 kitchens/day, 80% automated
Provided Services
AI Implementation Training
2-day intensive training with cross-functional teams
Process mapping & bottleneck identification
ROI quantification for AI solutions
Implementation roadmap
The Challenge
Arens had achieved impressive production efficiency, automating approximately 80% of manufacturing and producing around 40 kitchens per day. Yet the company was operating at only 70% capacity.
The bottleneck wasn't on the production floor — it was in sales, customer service, and project management, where processes remained largely manual.
Key Questions
Where exactly are manual processes blocking growth?
What is the real cost of these inefficiencies?
Which AI solutions would deliver the highest ROI?
Solution
Pragmatiq AI conducted a 2-day intensive training with cross-functional teams from sales, customer service, and project management. Through hands-on exercises and real process analysis, participants themselves discovered where their company was losing money — and the findings were eye-opening.
Process Mapping
Documented current workflows across all customer-facing departments
Time Analysis
Measured actual time spent on repetitive vs. value-adding tasks
Bottleneck Identification
Pinpointed exactly where manual work was limiting capacity
ROI Calculation
Quantified the cost of each inefficiency in euros and hours
Problems Identified
During the training, participants uncovered four critical areas where manual processes were silently draining company resources:
1
Social Media
Inquiries going unanswered due to lack of resources and systematic processes
~300/month lost
2
Sales Team
Team members spending excessive time gathering information for customer inquiries
1.5–2 hours/day
3
Customer Service
Staff constantly interrupted by repetitive technical questions
Fragmented focus
4
Order Processing
Manual handling consuming significant resources across departments
Multi-dept bottleneck
Key Findings Discovered During Training
€130K annual savings potential
300 unanswered inquiries/month
1.5-2h daily time wasted/rep
Results
The 2-day training delivered far more than knowledge transfer. Participants discovered €130,000 in annual savings potential by analyzing their own processes and calculating the true cost of inefficiencies.
Discovered During Training
€130,000
Annual Savings Potential Identified
2 days
Training duration
4 areas
Bottlenecks found
30%
Capacity to unlock
Immediate Impact Areas
Before
After AI Training
300 social media inquiries unanswered monthly
AI-powered response system captures all leads
1.5–2 hours/day per rep gathering info
AI assistant reduces to minutes
Constant interruptions for repetitive questions
AI knowledge base handles 70%+ automatically
Manual order processing across departments
Automation frees resources for growth
Key Outcomes
Clear understanding of where manual processes block growth
Quantified cost of inefficiencies: €130,000/year potential savings
Prioritized implementation roadmap for AI solutions
Cross-functional alignment on transformation goals
What's Next
With the bottlenecks identified and ROI quantified, Arens now has a clear roadmap for AI implementation. The €130,000 savings potential discovered during the training represents just the beginning — unlocking the remaining 30% capacity could mean significantly more kitchens delivered and revenue captured.
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