Experiments

Small things, built to find out

Short prototypes for questions that are easier to answer by building than by arguing. Each is an exploration rather than a finished demonstration. The status on every card says where it actually stands.

Simulated Neuron Shift workspace showing an asset graph and recommendation awaiting review.

Prototype

Preserving operator judgment across shift changes

Neuron Shift: an independent prototype exploring asset context, reversible decisions, and a handoff that preserves the reason behind an action. Simulated data; no live model or operator research.

Operator workflows
Design engineering

Try the simulated demo(opens in a new tab)