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Data quality
A new aspect that needs to be considered for Industry 4.0 is the quality of the data being collected. Sensors on the machine and data collected by employees clocking on and off jobs or in and out of the office will create a huge amount of information which needs to be analysed and turned into something useful.
However, if the data is unreliable then the conclusions drawn from it will also be wrong. Some thought and care needs to be put into checking that the data is useful and also into validating it. In larger companies, this will be a full time job in itself.

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