A computer-implemented method includes: obtaining and storing, by a computer device, a service profile defining writing style rules, scoring information, and threshold information; receiving, by the computer device, an extracted program integrated information (PII) message from a client device; determining, by the computer device, an overall validation score of the extracted PII message is less than a threshold defined by the threshold information; generating, by the computer device, a modified PII message by changing content of the extracted PII message; and returning, by the computer device, the modified PII message to the client device for replacing the extracted PII message in a source code.
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