GoMicro Exceed AI Quality Assessment for Fresh Produce

GoMicro Pty Ltd is an agricultural AI company based at the Tonsley innovation district in Adelaide, South Australia, where its hardware is hand-assembled. Its technology began with microscopy using mobile phone cameras and evolved into machine vision for quality control, replacing subjective manual inspection of fresh produce, grain, seed and seafood with objective, repeatable evidence.

GoMicro Exceed is dedicated AI hardware with a patented uniform light diffuser, crop-scale calibration and on-device NVIDIA Jetson compute. Staff place a sample on the tray and close the lid; the device scores each unit for defect classes, counts and size bands in about 30 seconds without cloud processing. Reports export as PDF, JSON for ERP, LIMS or BI, CSV and MP4 video. Models exist for 15 commodities, and the company lists 24 customer organisations in eight countries, including Indonesia, India and Sri Lanka.

• Uniform light diffuser: patented design gives the same lighting for every capture.
• On-device AI: NVIDIA Jetson compute classifies defects, counts and size bands locally.
• Synthetic training data: generative AI reduces the training images needed for new models.
• Calibration with sign-off: four-step process approved in writing by the customer's QC officer.
• Multi-format outputs: PDF reports, JSON for ERP or LIMS, CSV per unit and MP4 video.
• Commodity library: models for strawberries, berries, leafy greens, grain, seed and seafood.

• Vegetable and berry growers in Lam Dong grading produce before delivery to supermarket chains.
• Seafood exporters inspecting fish or shrimp quality at receiving.
• Seed and grain traders documenting sample quality for buyers.

• Objective evidence: identical lighting and AI scoring give repeatable results that can settle disputes over rejected loads.
• Fast checks: a five-step workflow takes about 30 seconds per sample.
• Quick model rollout: new crops or defect classes go live in weeks, with calibration of 2 to 4 weeks and sign-off by the customer's QC officer.
• Data stays on site: inference runs on the device without cloud dependency.

Retailers and exporters of perishable produce lose money on rejected loads when quality is judged subjectively at each handover. Edge AI devices that produce verifiable quality records are spreading across Asia-Pacific supply chains, and Southeast Asian producers of fruit, vegetables and seafood can use them to meet buyer specifications.

GoMicro Pty Ltd is based at Tonsley, Adelaide, South Australia, and is a member of the NVIDIA Inception Program. Exceed was priced at about USD 45,000 at launch according to To Be Berry. Customers listed on its site include John Keells, Captain Fresh, Japfa, Bayer, DeHaat, AP2HI and the Queensland Government.