Hooti Apps — app.hooti.ai

1 Frame the decision
2 Map the evidence
3 Choose a method

Start here

Name the engineering decision

Try an example

This becomes the title and context of your experiment charter. The choices below, not hidden text extraction, drive the comparison.

Shape the decision

Choose what matters in this case

Engineering job

The registered model ranks methods; it does not directly predict watts, life or cost.

Data richness

From a few static specifications to long, clean multivariate telemetry.

14 1–55

Uncertainty requirement

How important calibrated intervals are compared with a point estimate.

12 1–44

Fine-tune assumptions

Physics and parameter knowledgeQuality of component parameters, governing equations and test conditions. 2 1–5Expected nonlinearityInteraction complexity not captured by a simple coefficient model. 4 1–5