Yochi 予知

Forecasting where an entity will be is only useful if the answer can be audited. A number with no stated basis cannot be acted on under oversight, and the sites that need it most often have no connectivity at all.

A forecast engine that learns an entity’s habitual pattern from its own history and answers where they will be at a given hour, where they go next from here, and the route between. Every forecast returns a probability with a calibrated interval and the observation counts behind it. It ships as a single container and runs fully air-gapped.

Each answer carries the evidence it rests on at four levels of specificity, so an analyst can see whether a figure comes from six observations or three hundred. The engine returns numbers rather than worded likelihood bands, leaving PHIA or any other yardstick to the reader who owns it.