KAFUL

Physics-grounded remaining-useful-life for industrial equipment — generated from the OEM manual, no failure history required.
connecting…
CNC spindle · sectioned view —
ROTOR · MOTOR
healthy degrading past threshold RUL bands are ±2σ · click a component to focus
ComponentStatusRUL (h)Band (±2σ)
This twin was generated by the Kaful pipeline from the spindle's OEM manual — no historical failure data. The numbers below are the model's own output; you're driving its final stage.
01
Ingest
02
Schema
03
Simulate
04
Comprehend
05
Triage
06
Codegen
07
Prognose ●