MainspringML

AI torque calibration tool for antique automaton mainspring restoration

Data & AnalyticsPaid

MainspringML models the torque delivery curve of aged mainsprings in clockwork automata and recommends let-down, cleaning, and lubrication protocols to restore consistent power output. It compares measured output against maker specifications recovered from archival sources to determine whether a spring can be salvaged or must be replicated. Reports include safe winding limits to prevent breakage during exhibition operation.

Key Features

• ✓Torque delivery curve modeling
• ✓Archival spec comparison
• ✓Salvage vs. replicate recommendation
• ✓Lubrication protocol guidance
• ✓Safe winding limit reports