audit with confidence
Validate AI systems across the full behaviour spectrum from hallucination and grounding to bias, safety and data leakage within a single, auditable validation framework
Users can define and execute risk-based AI test suites covering hallucination, grounding, consistency, safety, bias, citation integrity and data leakage. Test results are automatically transformed into measurable reliability scores and risk-based validation decisions. Fully traceable approval workflows with documented evidence. Continuous monitoring, drift detection and re-validation triggers designed for regulated life sciences environments.
Behavioural Test Coverage
Validate AI behaviour across hallucination, grounding, consistency, safety, bias, citation integrity and data leakage. Configurable test suites allow organizations to define scope and risk thresholds aligned with intended use and regulatory expectations.
Continuous Monitoring & Drift Detection
Go beyond one-time qualification. Validfor continuously monitors AI system behaviour in production, detects performance drift and surfaces re-validation triggers keeping AI systems compliant long after initial release.
Smarter insights
bigger impact.
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Frequently Asked Questions
How does Validfor's Change Module streamline the change control process?
Can I customize the change request workflow in Validfor?
Yes, Validfor allows you to customize the change request workflow to match your organization’s specific needs. You can define different approval levels, assign roles and responsibilities.
How does Validfor ensure traceability in change management?
Validfor ensures traceability by automatically linking change requests to related documents, such as requirements, designs, and tests. Any changes made to these linked documents are automatically reflected in the change request, providing complete visibility and control over the impact of changes.
How does Validfor handle emergency changes?
Validfor allows you to define and manage emergency change requests with expedited workflows and approvals, ensuring that critical changes are implemented quickly and safely.
Can I track the history of changes made to a system in Validfor?
Yes, Validfor maintains a complete history of all changes made to a system, including who made the change, what was changed, and when it was changed. This provides full transparency and auditability.
How does Validfor support impact assessment for changes?
Validfor provides a structured framework for conducting impact assessments, allowing you to evaluate the potential impact of changes on various aspects, such as GxP, product quality, and patient safety.
How does Validfor support electronic signatures for change requests?
Validfor integrates electronic signature capabilities, allowing authorized users to electronically sign change requests and related documents, ensuring compliance with 21 CFR Part 11 requirements.
Can I generate reports on change management activities in Validfor?
Yes, Validfor provides customizable reports on change management activities, allowing you to track key metrics, identify trends, and demonstrate compliance.
