ai‑powered fitment
Fitment Architecture Fails Discover 5 Minute AI Reset
An AI-driven five-minute reset swaps out brittle fitment scripts for a modular object graph that instantly re-maps parts to vehicles, delivering near-perfect match rates across dealership systems. In March 2026, APPlife’s pilot cut development cycles by 60% while preserving 99.7% POS compatibility, proving a rapid AI reset can