TEA Handbook

Guide · Layer 4

Analytical Layer

Written for: seed / Series A scientist-founder

Building the model is one thing; making it as precise and accurate as is reasonable is another — and then there’s using it to find insights and drive decisions. This layer is about both: how you pressure-test the levelized cost — ~$800/t for the example plant, give or take a ±30% band — until you know how far to trust it, and how you turn a single number into a basis for deciding what to do next.

This layer runs in three chunks:

  1. 4.1 — Validation — before any sensitivity, confirm the number is even plausible: rebuild it by a different route, set it beside real comparables, and compare the cost structure percent-by-percent.
  2. 4.2 — Sensitivity analysis — turn the single number into a model you can flex. Sweep one input, then two, then coherent scenarios, and find the two or three drivers the whole answer rides on.
  3. 4.3 — Using the analysis — act on what you found: feed the drivers back to the science as your next experiment, and chase accuracy over precision.

Start with 4.1 — Validation →