Pharma Manufacturing · AVI ROI Calculator

Your line. Your numbers.

We showed the math. Now run the numbers for your specific facility — adjust the inputs and see your actual savings potential.

€ 4.2M
Annual Savings (Reference)
− 89 FTE
Inspectors Replaced
2.5 yrs
ROI (Reference)
− 83 %
Recipe Iteration Time
Your Numbers

Calculate your savings potential

Adjust the inputs to match your facility — results update in real time.

30

FTE dedicated to manual visual inspection tasks

€

Salary + social security + overhead. Typical range: €3,000 – €8,000 / FTE / month

42 days

Industry average: 42 days. Our benchmark: 7 days.

Your Savings Potential

Estimated monthly savings
€ 150,000
Based on full FTE substitution
Estimated annual savings
€ 1.8M
Gross labor cost savings
Recipe iteration improvement
35 days saved
−83% compared to your current process
Typical ROI
2 – 3 years
Based on our implementation experience

Estimates based on benchmark data from Entourage implementations. Actual ROI includes machine investment and project costs — request a detailed analysis below.

Reference Implementation

What we achieved for a pharma manufacturer

Anonymized project data. Full value chain from business case to production transfer.

Anonymized · Pharmaceutical Manufacturing · Entourage Implementation

€ 350k
Monthly Savings
€ 4.2M annual
− 89 FTE
Inspectors Replaced
89 → 0
2.5 yrs
Return on Investment
High profitability
− 83 %
Recipe Iteration Time
42 days → 7 days
Our Approach

Four phases. One value chain.

We cover the entire implementation — from initial benchmarking to production handover.

Phase 01
Business Case & Benchmarking
  • Benchmarking data in pharma
  • Board presentation & approval
  • Vendor selection
  • Detailed project planning
Phase 02
Image Processing & Recipe Design
  • GMP-compliant process development
  • Optical analysis
  • Machine recipe design
Phase 03
Digital Validation Strategy
  • Fast time to market via digital validation
  • Process definition for continuous improvement
  • Machine qualification & recipe validation
Phase 04
Transfer to Production
  • Efficient validation via bracketing
  • Hypercare for successful implementation

Our Methodology

The difference is how you start.

Two approaches to AVI implementation — and why the starting point changes everything.

Standard Approach
1
Record images & build recipe
2
Go into production
3
Discover which batches fail
4
Iterate — slowly
Rough start · 42 days avg. per recipe
Entourage Approach
1
Capture images across many batches first
2
Cover full variance before going live
3
Proprietary software handles 4M+ images
4
Recipe is robust from day one
Clean start · 7 days per recipe

Why we're faster

Recipe design is where most AVI implementations lose time.

Our team has systematized deep domain expertise in machine recipe development — the know-how is tooled, not tribal. This is why our recipe iteration time is 83% below the industry benchmark. You get to production faster, and you iterate faster once you're there.

Industry average 42 days
Entourage benchmark 7 days
− 83 %
Recipe iteration time reduction
Full methodology & regulatory approach on theentourage.de →
Get a Detailed Analysis

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