Know who may perform the work—not merely who opened the document.

Training completion is not permission to perform regulated work. A person may have read an SOP and passed a quiz but still lack supervised practice, a successful demonstration, current medical clearance, or authorization for the exact method, instrument, suite, and role.

Seal treats learning as an executable qualification system. Requirements derive from the work. Evidence proves competence. Current qualification controls whether the person can be assigned, sign, test, review, or release.

Employee, contractor, temporary worker, consultant, trainer, and external partner identities retain employer, site, department, manager, roles, shifts, start and end dates, access state, language, and relevant prerequisites.

A role change creates a dated comparison between current qualifications and new requirements. A site transfer preserves history while assigning the local curriculum. Leaving the organization removes future work eligibility without erasing the evidence.

Role, task, process, SOP, method, instrument family, equipment instance, material, cleanroom, product, study, and regulatory requirement can each impose learning or qualification requirements.

Applicability rules resolve which people need which requirement by site, organization, role, date, and work scope. The system records why an assignment exists, so an owner can distinguish a true gap from an accidental assignment.

A new analyst needs a sequence: GMP fundamentals, laboratory safety, instrument operation, method training, supervised runs, observed execution, and independent authorization. Curricula preserve prerequisites, elective choices, credit rules, sequencing, target dates, and completion criteria.

Reusable role and site curricula become dated assignments for real people. Effective-version logic prevents a future course revision from silently rewriting the evidence behind a past qualification.

Course, lesson, document, video, SCORM package, question bank, classroom material, job aid, assessment rubric, and practical checklist retain owner, version, language, audience, approval, effective date, supersession, and retirement.

Revision impact distinguishes editorial updates from changes that require read-and-understand, assessment, retraining, or requalification.

Self-directed learning records launch, progress, completion, attempts, score, and content version. Instructor-led sessions retain schedule, location, capacity, instructor, roster, attendance, substitutions, and cancellations.

On-the-job training records the trainer, equipment or environment, tasks observed, tasks performed, coaching, exceptions, and signatures. External credentials retain issuer, scope, evidence, verification, equivalency, expiry, and renewal.

Assessment blueprints define question pools, randomization, passing score, attempt limits, feedback, remediation, waiting periods, and approval. Each attempt preserves presented questions, responses, score, outcome, time, and content version.

Question-level analysis can reveal ambiguous items and ineffective material without changing completed records.

Qualification plans combine prerequisite training, knowledge checks, supervised practice, successful repetitions, practical demonstration, sample or media-fill results, trainer observations, exceptions, and approval criteria.

The resulting grant is scoped to the activity actually demonstrated: a method version, instrument family, production operation, cleanroom grade, review level, product family, or site. Passed, failed, provisional, restricted, expired, suspended, and revoked states are explicit.

A trainer authorization identifies what the person may teach or assess, at which site, through what date, and based on which experience and qualification evidence. The system prevents an unqualified or conflicted assessor from granting competence.

Witnessed assessments retain rubric-level observations and contemporaneous signatures—not just a final pass checkbox.

Procedure revisions, method changes, equipment upgrades, deviations, OOS investigations, audit findings, CAPAs, role changes, long inactivity, and periodic rules can trigger targeted training or requalification.

Impact rules identify the affected population and required action. Due dates are coordinated with the source record's effective date so the organization can decide whether to train before effectiveness, restrict work, or grant a documented temporary control.

Prior experience, transferred qualifications, external certificates, and comparable internal curricula can be assessed against a defined equivalency rule. The decision retains the compared requirements, accepted evidence, gaps, conditions, approver, and expiry.

An approved revision evaluates its mapped roles, tasks, sites, products, and active personnel. Assignments preserve the changed document version, impact rationale, required learning mode, due date, grace period, and effectiveness dependency.

The controlled document can be held from effectiveness until critical training reaches its threshold, while noncritical gaps follow an approved completion plan.

Before assigning or signing regulated work, Seal evaluates required role, activity, site, document version, qualification scope, effective and expiry dates, restrictions, and temporary exceptions.

The decision returns eligible, conditionally eligible, or blocked with the exact missing requirement. Supervisors see gaps before scheduling; records preserve the eligibility evidence used at execution time.

A failed test or demonstration can assign specific learning, coaching, practice, or reassessment rather than repeating an entire curriculum. The remediation plan retains the failure, observed gap, action, supervisor, trainer, due date, attempts, outcome, and escalation.

Repeated failures can trigger role restriction, investigation, curriculum review, or reassignment.

Effectiveness links learning populations to deviations, errors, right-first-time, OOS attribution, assessment outcomes, rework, complaints, and supervisor observation. Analysis retains cohort, period, denominator, exclusions, thresholds, confounders, conclusion, and action.

This separates an individual performance issue from a weak procedure, poor course, unsuitable assessment, or broader process problem.

Course owners review usage, overdue assignments, failures, learner feedback, event linkage, role applicability, language coverage, and content currency. Curriculum reviews approve additions, removals, equivalencies, retraining rules, and retirement plans.

Assignment cancellations and due-date extensions require reasons and authorization; neither erases the original expectation.

Training compliance is only meaningful with a defined population, requirement set, snapshot time, exclusions, grace rules, and treatment of leave or inactive workers. Dashboards preserve those definitions alongside counts and rates.

Managers can move from a site-level rate to the exact person, requirement, source, due date, and blocker.

For every person who touched a batch, sample, result, or release, Seal can show the requirement in force, assigned content and version, attempts, practical evidence, qualification scope, trainer authority, exceptions, and eligibility at the time of work.

That chain answers the hard question: not only whether training was complete today, but why the person was authorized when the work occurred.