Once the framework is defined, every critical aspect of the process must be measured. Hardware structures systems to capture data in real time, ensuring no event is missed or overlooked. Inputs and outputs are logged in structured records that can be compared over time. Measurement establishes the baseline and highlights deviations as soon as they appear. Measuring is not just about collecting numbers but about making them reliable.
Without precision, data becomes noise. Hardware ensures that readings are calibrated, timestamped, and verifiable. This gives teams confidence that what they see reflects actual conditions rather than assumptions.
