# Feature extraction for predictive modeling

Can text become a defined modeling signal?

Input: Business text + feature definitions

Judgment: Judge the presence of candidate features

Action: Align with labels, then train and validate downstream models

Editorial illustration, not a deployed product.

Source: https://docs.typesafe.ai/concepts/use-case-map