Institute for Biotechnology

Methodology

Core Methodology

Our approach to quantitative biological systems.

The Institute employs a strict stage-gate process. No wet-lab work commences until a pathway has been validated via constraints-based modeling and a preliminary techno-economic analysis shows a path to profitability.

Theoretical Framework

The transition from academic postulation to industrial reality requires a stringent quantitative framework. In addressing this vector, we apply our standard methodology to isolate the exact variables that lead to non-linear yield drop-offs at scale.

Key Variables

  • Mass transfer coefficients (kLa)
  • Thermodynamic limitations of the proposed pathway
  • Cellular burden and plasmid maintenance costs

Institute Data

Based on our 2024 analysis of 140 failed biomanufacturing scale-ups, 68% were due to physical constraints (mixing/cooling) rather than biological failure.

Interactive Assessment Tool

Use the tool below to run a preliminary calculation based on our simplified models. Note that this is for heuristic purposes only.

TEA Gate Calculator

Calculate if a project passes the initial Techno-Economic Analysis gate.

Result