CycloidAI: The Gearbox Checker That Refuses to Pretend

Why it surfaced

CycloidAI runs a 17-criterion release board covering contact strength, backlash, fatigue, torsional stiffness, and more, while separating PASS, FAIL, and N/A instead of quietly treating missing evidence as approval. Its unusually candid copy also says what it does not do, discloses that its demo machine is not the production design point, and insists that every number arrive with a traceable reason.

A parameterized engineering verification platform for RV, planetary, harmonic, and QDD precision reducers.