N.18
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Infrastructure
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7 min read

Kofi Mensah
Automation engineer

FIG. N.18 — Model choice per step
There is no best model, only the best model for a step. Classification, extraction and writing have very different needs.
01 — Test on your cases
We replay 200 of your real cases against each candidate and pick on accuracy first, then speed, then cost.
02 — Swap without rebuilding
Because every step has a spec and a test suite, changing a model is a one-line change with a report attached.

