Panel Inspection

Program one board. Inspect the whole panel.

The DaoAI ACI OS — Automatically detect the panel layout from the image, including rows, columns and spacing.

Panel inspection is how DaoAI's (微链道爱) ACI OS handles multi-up panels: program one sub-board, and the system detects the panel's rows, columns and spacing from the image, inspects every sub-board and records each result separately. The boundary with per-board programming is how many times the program is written — once here, reused across the whole panel.

Draw a reference sub-board, detect all 25 panel positions, then run Auto Adjust Array and review aligned component regions

How it works

Draw one sub-panel. The AI finds the rest.

Draw a box around one sub-panel. The system identifies the repeated board positions and detects the panel layout automatically.

Traceable after depaneling

Link each sub-panel’s barcode or serial number to its inspection results, so individual boards remain traceable after depaneling.

Automatic orientation detection

The AI detects each sub-panel’s orientation from the image, without manual angle entry.

One program, every position

Create the inspection program on one sub-panel, then apply it across the panel. Automatically align the inspection regions at each position.

Generate the panel. Align every position.

Reuse one sub-panel program across the panel, then align the inspection regions automatically.

Draw one reference sub-board, automatically detect the panel array, save and align it, then review the inspection regions

Watch the panel detection and alignment workflow. Drawing is sped up and processing waits are shortened.

ONE CLICK

Generate the whole panel

Draw a box around one sub-panel and run auto-detection to find the remaining positions.

01	No rows, columns or spacing to enter.
02	Matching components across sub-panels provide training examples for the same model.
03	Apply shared edits across matching positions without repeating the work.

SECONDS, ONCE PER PANELONE CLICK

Align every position

Align inspection regions to each sub-panel to compensate for position and spacing variations across the panel.

01	Each sub-panel is aligned against its own features, not the panel as a whole.
02	Help reduce false calls caused by misalignment.
03	Re-align after a fixture change without touching the inspection program.

AUTOMATIC ALIGNMENTEdit one position independentlyEdit one position independently while the others retain the shared program. Your manual settings are preserved during regeneration.Handle irregular layoutsConfigure irregular spacing or mixed orientations manually, then save the layout for that product.Reuse a program on a new layoutReuse an existing sub-panel program on a different panel layout without programming it again.

See it work on your panel.

Bring your panel layout to a live demo. An engineer will walk through programming, alignment and results for each sub-panel.

Send us a board and we will tell you which machine it needs.

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