Emerging of new technology such as Automated Guided Vehicle (AGV) and Remotely Controlled Vehicle (RCV) as well as Internet of Things (IoT) demand, the forklift system has potential to be designed with semi-autonomous or maybe fully autonomous configuration for both long and short distance operations. However, most of the AGVs/RCVs in the market are available for the certain standard size of the area of work in which unable to meet the user requirement for the case of confine and narrow area deployment. This project was initiated by our collaborator Vacuumschmelze (M) Sdn. Bhd., to simplify and automate their heavy spool pick-and-place process from confined inventory with 170cm x 270cm square, to the testing room repeatably not more than 20 minutes approximately as shown in Figure 1 for the overall flow process and as shown as Figure 2 for top view of the site process.