GMP training management: the training matrix, read and understood, on-the-job training and retraining

What the module does

• A training matrix of job functions, who holds each one and who their manager is, and each role's curriculum: the modules it requires, with a due period in days after assignment and a retraining interval in months, or never. The matrix is itself a controlled record, and every change to it is audited with who, when and what.
• Curricula built by hand or from the documents: the approved controlled documents whose approvals and training step names a role are listed for that role and can be required in one step, through the document's own read-and-understood module.
• Read-and-understood modules of up to 20 materials: controlled documents, which always open at their version in force; PDF or PowerPoint files, checked on arrival and fingerprinted with SHA-256; and reading text drafted with the AI from the organization's own procedures, or written by hand.
• Approved documents assigned straight from document management, up to 10 documents and 100 people in one step, chosen by name or by everyone in a job role. Each document has its own training module, which drives retraining when a new version comes into force.
• One electronic signature, Read and understood, refused until every material has been opened. Each first opening is recorded with its time, version and fingerprint, and the signature attests each document version on the document itself.
• On-the-job training forms: the trainer, the area or line, the equipment, the dates and the hours of supervised practice, every task recorded Competent and the trainee statement, then signed Authored by the trainee, Reviewed by the manager and Approved by QA.
• Retraining checked every hour: a document in the module has a newer effective version, a document was added to the module, a periodic interval has run out, or a role's curriculum is not fully assigned. Each assignment states its reason and is made by QLogix automation.
• Reminders emailed to trainees and their managers ahead of the due date, on the day and while overdue, and one alert per person with overdue training in the alerts inbox, resolved when nothing of theirs is overdue.
• Team and compliance: each person in the matrix against each module their roles require, matrix compliance as the share of required trainings completed, everything missing assigned in one step, and the reporting structure drawn as a tree with where each team's training stands.

How it fits the platform

Training follows document control. A controlled document's approval records whether training is required for the version, for which roles and by which method, and making a new version effective is what triggers retraining: within the hour, everyone whose training includes the document is assigned to read the new version. A document's page lists who signed Read and understood on each version, whether on the page itself or through a training assignment, and a Team training panel shows who signed the version in force, who has training open and who is overdue.

A master batch record in the MES names its governing procedures, and before a person executes, verifies or marks a step not applicable, the MES checks that they signed Read and understood on the effective version of each; completing the training satisfies that check. Change controls and CAPAs name training as a requirement or an action, the training is assigned here, and the completed assignment or on-the-job training form is the evidence. Visual inspection qualifications from the PM library appear in each inspector's training and in Team and compliance, read from the signed session rather than copied.

Where people decide

Managers build the matrix, the modules and the assignments, and decide who holds each job function. The AI drafts reading material when a manager asks for it, quoting the procedure's requirements with the document number and section; nothing is added to a module by the assistant itself, and the text is never a controlled document. The system assigns retraining and missing curricula and sends the reminders; the trainee signs Read and understood, and an on-the-job training form is complete only when the manager has signed Reviewed and QA has signed Approved.