Laboratory Data Architecture

The power of laboratory management comes from the relationships between objects. A result value alone is meaningless; its meaning stems from knowing from which sample, by what method, and under what conditions it was produced.

SOURCE Party / field / customerSAMPLE Identity, barcode, storageALIKOTE Subsamples ANALYSIS Parameter-based taskMETHOD Method, formula, criterion SPECIFICATION Limit and acceptance range CONCLUSION Raw data + calculationDEVICE Calibration validity EMPLOYEE Competence and approval DECISION Suitable / Not Suitable CERTIFICATE CoA, report, SDS Each arrow is a traceability link. The validity of a conclusion depends on each link in the chain being valid at that moment: The equipment must be calibrated up-to-date, the analyst's authorization must be valid, the method version must be approved, and the standard must not have expired. The system performs these checks at the time of result input; not during subsequent verification.
The meaning of the chain

The diagram above illustrates why laboratory management is not simply a "record-keeping" job. The system's primary function is preventative control : preventing results from being entered with out-of-calibration equipment, preventing unauthorized analysts from running methods, and preventing the selection of standards that have expired.

These checks produce findings when performed later; they prevent errors when performed immediately. The difference is the difference between a nonconformity detected during an audit and a nonconformity that never occurred.

The extension of the supply chain in the chemical industry.

In the chemical industry, the supply chain doesn't end there; it extends to the product safety layer .

Formula → ingredient concentrations → substance hazard data → calculation engine → mixture classification → H and P expressions, pictogram → labeling and safety data sheet → multilingual publication → customer, carrier and competent authority.

Establishing this chain within a single system means that a change in the dosage on the prescription automatically affects the label and safety data sheet. In separate systems, this update is done manually and is often forgotten.

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