A focused single-line or single-cell pilot typically goes live within 3 to 4 weeks, including ERP master data validation and constraint rule mapping. Full plant-wide deployment usually completes in 6 to 8 weeks. Shiftix engineers configure the APS system Malaysia on-site in industrial hubs across Penang, Selangor, and Johor.Working with a local Malaysian team guarantees faster on-site technical response times, bilingual support (English, Bahasa Malaysia, and Mandarin), and deep familiarity with regional manufacturing standards and supply chain dynamics across Selangor, Penang, and Johor industrial hubs.