How it works
One click. One record you can defend.
From sample to signed record in seconds.
The Exceed workflow is short on purpose. The hard work, calibration and QC sign-off, happens upfront, so day-to-day operation is one button.
The flow
Five steps. 30 seconds.
01
Place
Drop a sample on the tray, close the lid.
02
Capture
The diffuser delivers identical light, every time.
03
Infer
On-device AI scores each unit against the trained model.
04
Classify
Defect classes, counts, size bands, all in seconds.
05
Record
A defensible record lands in the dashboard, PDF, JSON, CSV, MP4.
THE HARDWARE
Built for precision AI assessment.
Exceed is designed for lab-quality assessment under controlled conditions, producing precise, reliable detection of the subtle defects that are hard to catch by eye.
- Light
- Patented uniform diffuser
- Optics
- Calibrated to crop scale
- Compute
- On-device Nvidia Jetson
- Display
- Integrated touchscreen, USB/HDMI
- Connectivity
- Ethernet, optional WiFi
- Inference
- On-device, no cloud
The GoMicro advantage
~100×
less training data than open-air capture.
GoMicro pairs a patented imaging solution with generative AI for synthetic training data. The imaging solution, with the uniform light diffuser at its core, holds every capture to the same conditions, so the model learns the crop, not the room. Generative AI then produces synthetic training data, so each model is built from a small, representative sample rather than the tens of thousands of real images traditional systems need.
Backed by
A patented uniform light diffuser, the foundational IP of GoMicro.
Plus
A new crop or defect class goes live in weeks, not months. Calibration runs 2 to 4 weeks, validated against your QC officer and signed off before release.
Calibration
Four steps. One QC officer sign-off.
No model goes live without the customer's QC officer signing off, in writing. That rule sits at the centre of how Exceed gets deployed.
01
Sample
Customer supplies a representative sample of their crop, in spec and out of spec.
02
Train
GoMicro trains the model on the customer's specific quality definitions.
03
Review
QC officer reviews model calls against their own assessment, side by side.
04
Sign off
Model only goes live once the QC officer signs off, in writing.
The record
Four outputs. One source of truth.
Every assessment produces the same four artifacts. Hand a buyer the PDF, hand finance the CSV, hand IT the JSON, hand the auditor the MP4.
Branded report, ready to hand to a buyer or auditor.
JSON
Structured data for your ERP, LIMS or BI stack.
CSV
Long-format records, one row per unit.
MP4
Video capture of the assessment, for dispute resolution.
