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AI flags more anomalies: what if the sensor changed?
Before retraining AI, separate real changes from measurement errors: a complete calibration example, separate checks and limitations using synthetic data.
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·12 min read
Different boxes on one pallet: can the robot keep up?
A reproducible calculation shows how mix, gripping times and changeovers affect capacity: why cost break-even alone cannot select a robot.
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·11 min read
AI on your own computer or in the cloud? How to compare costs
An assumed-cost example explains break-even, capacity, peaks, and cost per useful task: what to verify before choosing local or cloud AI.
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·11 min read
AI must work without Internet: what should stay on the device?
A reproducible case explains which functions to keep local, how much storage to reserve, and how to recover history after twelve hours offline.
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·14 min read
AI-read invoices: how to keep wrong amounts out of your business software
A reproducible example shows which invoice errors checks catch, which escape, and how to count review and repair work before automating.
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·4 min read
The sensor sends two bytes: why does AI read the wrong temperature?
The sensor sends two bytes: why does AI read the wrong temperature? A worked example explains assumptions and limits.
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·4 min read
The camera sees the part: how far away is it really?
The camera sees the part: how far away is it really? A worked example explains assumptions and limits.
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