NVSION AI Vision (AOI and Moonica)

NVSION is a Malaysian AI vision startup with offices in Bayan Lepas and Batu Kawan, Penang. It builds machine vision and automation for semiconductor and electronics manufacturing, with the stated mission of enabling lights-out operations. A news report dated 19 September 2025 says it raised a multi-million ringgit seed round from Cambrian Fund.

The offering includes 3DF and 6DF automated optical inspection systems and the Moonica line: TrackingAI for human performance and safety tracking, AssembleAI for real-time assembly guidance, and Veria, a vision-language model that verifies labels, barcodes and serial numbers without manual OCR positioning. Target segments are IC packaging, photonics transceivers and EMS final assembly.

• AOI 3DF and 6DF: automated optical inspection systems for semiconductor and electronics lines.
• Veria verification: vision-language model checks labels, barcodes and serial numbers.
• AssembleAI: real-time guidance on assembly steps, part position and orientation.
• TrackingAI: edge deep-learning tracking of human performance and safety compliance.
• ERP, MES and WMS integration: Veria checks against enterprise records.

Label and serial number verification on EMS final assembly lines in Vietnam. Guided assembly and error prevention for photonics transceiver production. Inspection of IC packages at back-end assembly and test plants.

Veria verifies text, barcodes, serial numbers and dates in real time and ties into ERP, MES and WMS records. AssembleAI guides sequence, part position and orientation to reduce assembly errors. Local Penang offices and founders with AOI experience support customers in Southeast Asia.

Electronics and semiconductor back-end plants in Malaysia, Vietnam and Thailand are adding AI to optical inspection and assembly verification as labour costs rise and customers demand traceability. Regional vendors offer shorter support distance than large global AOI suppliers.

Penang-based startup with offices in Bayan Lepas and Batu Kawan. Seed round from Cambrian Fund, a Khazanah-backed fund, reported 19 September 2025. Founding date varies across press reports (2024 to 2025), so no year is stated here.