COMPUTER VISION / OPERATIONS

Package Verification & Vision Lab

AI-assisted package inspection with an isolated calibration environment and authoritative human approval.

PythonFastAPIVision AIPostgreSQLTEDI ConnectorDocker
Package Verification & Vision Lab
Problem

Packing errors can lead to incorrect shipments, while allowing a vision model to make the final production decision would introduce unacceptable operational risk.

Solution

Package Verification compares the package image against the expected order and reference products, produces an AI verdict and keeps the final decision under operator control.

CAPABILITIES

Implemented capabilities

01Order lookup
02Package image
03Expected-order snapshot
04Reference-product comparison
05PASS / REVIEW / MISMATCH
06Per-item verification
07Human confirmation
08Isolated Vision Lab
RESULT

AI operates as a decision-support layer while production approval remains backend-gated and human-authoritative.