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Economics 6 min read

ROI Analysis: The Hidden Cost of Batch Failure

Why 'Good Enough' stability is costing you millions.

Sogand Azadeh

Sogand Azadeh

Co-Founder & Research Lead

Jan 1, 2026

The Unit Economics of a Crash

Let's break down the cost of a single failed run in a 2,000L mammalian cell perfusion reactor or bacterial fermenter.

Nano-scale visualization of biological wealth
  • Media Cost: €40,000 - €80,000
  • Labor (2 weeks): €25,000
  • Vessel Scheduling Cost: €100,000 (Opportunity Cost)
  • Downstream Prep: €15,000

Total Loss: ~€200,000+

And this is just the direct cost. If this batch was for a clinical trial deadline, the cost in stock price or funding milestones is incalculable.

Buying Insurance for €500

The Catcheater licensing model is effectively an insurance policy. For a fraction of the cost of the media, you guarantee that the strain remains genetically stable.

If our system saves even one batch from crashing in a year, the ROI is over 100x. In an industry where "batch failure" is often accepted as "just biology," we argue that stability is a solvable engineering problem.

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