Mental Edge API Quickstart

Start by defining a narrow, consented use case and the minimum facial data it requires. Decide who can access results, how long data is retained, and how people can challenge an incorrect output.

Evaluate output quality

Use representative footage and review detection quality across lighting, camera angles, occlusion, and participant variation. Treat confidence values and movement labels as model outputs, not facts about a person.

Prepare for production

Before launch, document prohibited uses, monitoring, incident response, deletion workflows, and the qualified humans responsible for contextual review.